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Weekly Abstract Updates: What went down on Abstract Ecosystem last week! 💚 ~~~ Pudgy Penguins Mystery Boxes Black Friday exclusive ❄️ 28 hours to mint, redeem later for RWA. Chance to grab the rarest Pudgy Penguins items! Get yours on DYLI app 🤗 ~~~ Aborean Forge Grant Program 🖤...

12,751 görüntüleme • 9 ay önce •via X (Twitter)

58 Yorum

阮海 profil fotoğrafı
阮海9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io gm this recap slaps :D

Ashish Singh profil fotoğrafı
Ashish Singh9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io PENGU Mystery Boxes looking good

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io They are 😎

Ruddch 👔 profil fotoğrafı
Ruddch 👔9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Huuuge post

Randor profil fotoğrafı
Randor9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io I find it insightful. Thanks

WanXiao profil fotoğrafı
WanXiao9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io finalbosu got that edge ngl

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io 🤝🤝

Olyabiodun profil fotoğrafı
Olyabiodun9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Huge

MOOGU The Cat profil fotoğrafı
MOOGU The Cat9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io I'm not gonna lie, this was insightful and educative

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io Thank you 😊

MOOGU The Cat profil fotoğrafı
MOOGU The Cat9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Pleasure's mine

roopy ✳️ profil fotoğrafı
roopy ✳️9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io nice recap ✳️

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io Thank you!

ToxiC55 profil fotoğrafı
ToxiC559 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Lot of stuff happened in just one week dang

DmYtro profil fotoğrafı
DmYtro9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io very big party on Abstract ✳️

Athalia profil fotoğrafı
Athalia9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Nice recap!

BATYA profil fotoğrafı
BATYA9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Gmabs fam

Reto1042592🫎 profil fotoğrafı
Reto1042592🫎9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io buy it 100% , 99$ will make u happy 10000%

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io I bought 3 and you?

Reto1042592🫎 profil fotoğrafı
Reto1042592🫎9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io 2 fam <3

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io 🤝🤝

Finn profil fotoğrafı
Finn9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io AGW flex incoming.

fr1ko.eth profil fotoğrafı
fr1ko.eth9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io damn i am so excited about Cambria

Dementor profil fotoğrafı
Dementor9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Perfect week! Thanks Oleti 🥰

Dukosh ✳️ profil fotoğrafı
Dukosh ✳️9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Great week so far! Thanks for the info Ole 🔥

Skylan profil fotoğrafı
Skylan9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io i got 1 box lol

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io 🤗

Skylan profil fotoğrafı
Skylan9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io thx bro i am so proud

Mike 🐧✳️ profil fotoğrafı
Mike 🐧✳️9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Thanks for the info!

gary profil fotoğrafı
gary9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Gud tech ✳️

ARSii profil fotoğrafı
ARSii9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Thanks for updates oleti

Fairplay profil fotoğrafı
Fairplay9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Huge week for Abstract appreciate the breakdown!

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io Thanks Fairplay! Yes agree huge! Have you bought pengu box?

Fairplay profil fotoğrafı
Fairplay9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Yes! we’re gonna add a box to the reward 😎

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io Wow😍😍

NancyNik profil fotoğrafı
NancyNik9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Great recap my Oleeeee

Danfo 🪑 profil fotoğrafı
Danfo 🪑9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Minted

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io 🥰🤗

Bruno MP. profil fotoğrafı
Bruno MP.9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io I bought a box😐

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io 😍😍🤗 congrats!

Bruno MP. profil fotoğrafı
Bruno MP.9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Thanks!!

muzafakeR ✳️ profil fotoğrafı
muzafakeR ✳️9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Our community is the most active in web3

Vesty 🌸 profil fotoğrafı
Vesty 🌸9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io did you buy this pengu box?

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io I bought 3 😊 still thinking if I need more 😁

Vesty 🌸 profil fotoğrafı
Vesty 🌸9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io wooow nice! i'll wait for your unpacking

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io ☺️☺️

Zenman profil fotoğrafı
Zenman9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Ole, be careful with tagging so many big accounts Just in case

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io Why?

Zenman profil fotoğrafı
Zenman9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io not sure Xeet algos like it

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io Got it! Thanks!

CryptoCactus profil fotoğrafı
CryptoCactus9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io 🫡

Tần Linh nguyễn.Moss ETHGas ⛽ 🍻 Zetarium profil fotoğrafı
Tần Linh nguyễn.Moss ETHGas ⛽ 🍻 Zetarium9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Looking forward to the update!

Newtön profil fotoğrafı
Newtön9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Good info 👍🏽

jivajaja profil fotoğrafı
jivajaja9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Abstract coded ✳️

Witty profil fotoğrafı
Witty9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io mystery boxes mint been so cool

ole_ti ☀️ profil fotoğrafı
ole_ti ☀️9 ay önce

@Abstract_Eco @pudgypenguins @dyli_io Did you mint?

BTC八戒 profil fotoğrafı
BTC八戒9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io 哇这周更新太酷了神秘盒子好吸引人

Iris profil fotoğrafı
Iris9 ay önce

@litu022 @Abstract_Eco @pudgypenguins @dyli_io Bearish event sounds epic, count me in for Miami vibes.

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Shiv

19,646 görüntüleme • 11 ay önce

Weeks ago I attended a X space, some crypto and NFT experts were there. T.M.A Will's Outlook 🐐 Leonidas 🧡 $DOG MoB TheHodlrCollective @ZeruSats Grateful to all the experts who followed me or appreciated my comments—your support means a lot! I highly recommend tuning into the X Space attached below. T.M.A is a true NFT expert—he’s currently working with Abstract and OpenSea OpenSea to offer valuable feedback and insights. Here is the highlight of my speech in text. I'm currently working on the Voyage task on OpenSea and planning to write a research paper inspired by it. What strikes me is how many young people and first-time users are now buying NFTs — for many, this is their very first experience with digital ownership. It reminds me of the golden era of NFTs, when OpenSea was booming and classic collections such as 6529 Pudgy Penguins created massive wealth effects. That moment in crypto history was transformative: digital art became something you could truly own, trade, and showcase. It was more than hype — it was a cultural shift. Of course, things have changed. Some of those early collections aren’t performing as well now, and platforms like Blur have shifted the focus toward high-volume trading. But what’s happening today is just as interesting. These tasks are bringing in fresh energy — new users, new blood. And that’s exactly what the NFT industry needs. I also experienced the booming in the NFT week of Monad. Tons of NFTs were minted. We were busy minting day and night. I wrote a song about it. Monad bill monday Keone Hon I believe NFTs still have a bright future. Their history is a milestone in crypto — they’ve played a crucial role in shaping how we think about ownership, creativity, and value. Yes, there was a bubble. But I believe the market will eventually return to its true value, where people appreciate both the artistic and technological aspects of NFTs. That’s why I want to highlight this moment. The small-volume buys on OpenSea might seem insignificant, but they could signal the beginning of a new wave. People should pay attention — this could be the start of something big again. When we talk about NFTs, we inevitably talk about whitelists (WLs). I plan to write a separate article focused on that. From what I’ve observed, when WLs were distributed anonymously in the past, the minting results often weren’t great. The lack of transparency seemed to affect both participation and outcome. Anoma Shrimp 🦐 Kerukeion Here is a small part of my research paper about Open sea. OpenSea More to come: -------------------------------------------------- The NFT Voyage: OpenSea's New Wave OpenSea has launched its native token $SEA alongside the Voyages rewards program, designed to recognize users before an upcoming airdrop. This marks a significant moment for the NFT ecosystem. NFT Market Overview NFTs reached their peak in 2021-2022, with the market hitting $41 billion. OpenSea dominated with over 90% market share. However, a severe correction followed, with OpenSea's trading volume dropping 97% between January and September 2022. OpenSea Voyages Program The Voyages program transforms OpenSea into a quest-based experience where users complete tasks like buying tokens and engaging with social media. Tasks typically cost $4-5, making participation accessible. Users earn XP across five rarity tiers that determine airdrop allocations. Significance This initiative attracts young people and first-time NFT buyers by: Helping OpenSea remain competitive in the challenging NFT landscape Offering a gamified introduction to NFTs with low entry barriers Potentially rebuilding market confidence after significant volatility Conclusion OpenSea's Voyages program signals a shift toward sustainable growth focused on user engagement rather than speculation. This approach, emphasizing accessibility and gamification, may create a more inclusive foundation for NFT adoption where digital collectibles are valued for their utility and artistic merit beyond speculative potential. Kaito AI 🌊 Yu Hu 🌊 FS7

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15,001 görüntüleme • 1 yıl önce

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17,022 görüntüleme • 1 yıl önce

We're bringing in some fun changes to Dremica this Sunday. Come try it out and see the progress. We can't have a Web3 game without degeneracy. Lokito's gambling antics have inspired a new way to play the game. On Sunday you'll be able to try your luck with your in game gold by spinning Big Boy's Wheel in an attempt to help you top the leaderboards. Also since we've added so much to the game it's time to look at the gameplay loop and its economy. Here's the changes I've proposed and my thoughts. Economic Simplicity We need your in game achievements to feel impactful. Dremica is designed as an MMO to give players freedom of how they play the game. Whether its killing monsters, leveling up tradeskills or playing with their gold. The common denominator for everything is XP (player levels). Even gold can be used to buy XP tomes from the shop to level up your skills. Now I propose we distribute our prize pool to players based on their levels. It's future-proof and allows us to add more features without breaking the core gameplay loops. All players will receive rewards from the SAMA prize pool based on their level obtained. Currently the Carnage prize pool is 100,000 SAMA so EVERY player will get a share of it based on what level they reach during the session. Your level / Total levels from all players * Prize pool = Your rewards. Also to keep that competitive spirit we'll be adding additional prizes for the top 10 on the leaderboard. When the Dremica BETA starts it allows us to simply add in a potential new tokenomic model and also allows PVP to plug into the system with ease. TLDR: More levels = more rewards. Why add in RNG-based mechanics (with the wheel?) Seeing the same people hit top 3 of the leaderboard each week isn't exactly exciting for new players. We can't have a stagnant monotonous grind, we need something dynamic. High-risk/high-reward scenarios change everything. Starting with Big Boy's wheel, we plan more exciting game play options including the new PVP zone in the beta. Personally I can't wait to see someone get super lucky and cause absolute havoc in the community. We're in the Alpha testing phase anyway, let's see how it unfolds. How can you make this sustainable? To make a Web3 game work, it needs to absorb more tokens than what are emitted. Dremica uses a fixed prize pool per session, if we can ensure enough utility that players spend their rewards and more than are emitted it can fund the gaming sessions indefinitely. Next month we're going to be focusing on pushing out the in-game SAMA shop where players can start spending the rewards they earn. It will be the first major step for Dremica to begin adding token utility. Additional utility is planned for the future whether its cosmetic-based rewards or unannounced mechanics. We've held back on planned tokenomic/ecosystem changes to focus on building the game first. If these happen there's only one chance to get it right. I think everyone knows gaming is one of the best use cases of Web3, just need to build a fun experience and keep people engaged. We've got enough time, runway and support to get Dremica up there in the Web3 gaming echelon. What else have you got planned? Each of the past months Dremica has been pushing out some hard-hitting updates and the game is truly taking shape. The team is working tirelessly to keep adding more features and improving the experience. Now that a lot of the core functionality required for an MMORPG is in, we can start to look at expansion. As you'll see later this week we're bringing in other projects/partners to join us on the journey. The Dremica BETA is the next major milestone where the game will look vastly different and the whole world is changing. And hopefully our frens at Beam will be able to assist and make sure everyone knows about it. I originally titled the work on Dremica as the "Secret weapon" before it was announced. Work on "Secret Weapon 2.0" has started which will enhance the Dremica/Carnage experience further. For Dremica to succeed we're doubling down on the "Carnage" model where everyone comes together at the same time to play. This is how the whole Moonsama ecosystem started 3+ years ago. The new Secret Weapon aims to fill that void. How can I play? If you own an EXO join our token-gated community at If you're brand new join and the team/community will be able to help you get access to the game. The next play test is this Sunday February 9th at 4pm UTC. A 2 hour session where you play to get the highest level you can. See you in game 🔥

Donnie

31,272 görüntüleme • 1 yıl önce

This long TTK tweet holds some facts about The Third Kingdom that you probably haven’t seen before. Everything in this tweet is based on official content released by Futureverse FLUF World or captain.root The Third Kingdom is a strategy simulation game, where you develop your Origin Island and manage resources to build a production empire and unlock rewards. There is up to 312,500,000 ROOT in total waiting to be unlocked in the first season of The Third Kingdom. Rewards that will not be harvested in season 1 will stay in the land for future seasons. Community Land (referred to as Origin Island) allows Prysm holders to participate in the game without owning a SurrealScape; Those who don’t own any Surrealscapes of their own, and play the game using the Origine Island can plant up to 12 prysms, and as the OI is a 2x2 piece of land they will be able to build 12 extractors on it. Surreal Escapes SurrealScapes are a collection of resource-rich biomes, and your very own slice of The Third Kingdom. In Episode 1, you can apply the biome of a SurrealScape that you own to your Origin Island. This choice will determine the visual environment of your island, but won’t impact gameplay. You can then stack additional SurrealScapes to increase resource production rates and the number of Prysms you can deploy. More features, including increased Mycelium collection rates, will be introduced in future episodes. Players without any SurrealScapes can have a maximum of 12 Prysms deployed on their Origin Island at any given time. One can increase the capacity prysms that one can deploy by based on the number of SurrealScapes you stack on your island (so if you stack all your SS you can deploy all of your prysms). Currently, once you select a biome for your Origin Island, you won’t be able to change it. There are plans to allow biome changes in future updates, but for now, make sure you choose a biome you’re happy to stick with for a while. To maintain the effective utility of your Prysms and SurrealScapes, you'll need to apply strategic thinking to prestige and keep them fueled, this won’t be a full-time job. The game features mechanics will allow you to effectively control your SurrealScapes and Prysms even if you have a lot. Prysms Prysms are a collection of land-harvesting devices, and your key to generating energy which is needed in season 2 to harvest mycelium, which can be used to unlock Root “AND OTHER REWARDS”. In Episode 1, you can deploy prysms on Origin Island to boost the production rate of specific resources based on their traits and generate energy each time you prestige. Prysms can be re-deployed in game if they have not reached the end of their life cycle; across SurrealScapes or Community Land. Prysms are consumable collectibles. Once deployed on Origin Island, they enter a lifecycle lasting one season, the exception on this are the Eternal prysms that will last through out all seasons. The premium prysms (all prysms that are not eternals) will provide a random percentage boost of the resource production that can be re-rolled by the use of Kingdom coin to receive a higher boost. Eternal Prysms of Masteryprovide the maximum production boosts for their owner throughout the entire The Third Kingdom adventure, so it seems that because of this the use of a re-role won’t be needed for Eternal prysms as they receive the max boost already. If you choose not to use your Prysms in Season 1, they will stay in your FuturePass and be available for future seasons and they will remain to function as premium prysms. The mint of prysms started on March 27 2024 for a price of 696.9 ROOT each and lasted 2 weeks. There are 135,000 premium Prysms available in Season 1 of The Third Kingdom and 101.566 got sold (about 75%). The premium prysms that have not been sold at the time of the mint will be sold as normal prysms in future seasons. Extractors Extractors are either mines, pumps or factories and they provide a user the ability to harvest and claim resources from the land. Resources are needed to be able to prestige, upgrade buildings and save energy. When a user prestige’s all extractors and remaining materials are removed, however the lighthouse, stacked SurrealScapes and Prysms remain. We can think of the lighthouse as the control centre. Prestiging produces energy, which is consumed by prysms to harvest Mycelium in episode 2 and subsequently can be converted into ROOT tokens “AND OTHER REWARDS”. The actual amount of ROOT Token rewards available at the conclusion of each episode, and collectively across each Season will be determined by the amount of Mycelium generated by user in-Game performance. The amount of ROOT Token rewards (and the resulting contribution to your FutureScore) you are eligible for at the end of an episode and/or which are distributed to you at the end of a prior Season, does not guarantee or otherwise mean you will receive the same (or even similar) ROOT Tokens and/or FutureScore contributions for future episodes and Seasons. Now that’s a lot of official sounding text, but what stands out is the “and the resulting contribution to your FutureScore” part that seems to imply that there will be future score added based on the Root that you harvested in-game. Kingdom coin Kingdom Coins are an in-game currency you can use to accelerate your progress. You can use them to reroll the percentage of the resource production boost your Prysms provide, and skip building and upgrading costs to optimize your strategy and maximize rewards in The Third Kingdom. Kingdom Coins: Kingdom Coins is the in-Game currency. Kingdom Coins: a.) are only available for purchase using Fiat or Cryptocurrency; b.) cannot be earned by completing in-Game tasks, activities, or actions; c.) can be utilized for in-Game progression; d.) cannot be redeemed for ROOT Tokens or any currency or cryptocurrency. Kingdom Coins can be purchased through the website using ROOT. Episode 1 During episode 1 the goal is to generate energy to be used in episode 2 to harvest mycelium . We capture energy every time we prestige. When you prestige, your extractors are removed, and all resources are reset to zero. However, you retain the energy you’ve generated, and you receive a production boost, allowing you to progress more quickly in subsequent cycles of the episode. Episode 2 The goal in episode 2 will be to harvest Mycelium and unlock ROOT and other rewards. ROOT Token rewards can be claimed during the Game Season (so not at the end of the season). We will be able to recruit Flufs, Party Bears, Buzzies, Thingies, Seekers, Walkers, Cool Cats, Doodles, Deadfellaz, Pudgy Penguins, to enrich your harvesting experience in Episode 2. Gen2 brains are also mentioned to be used in episode 2 in the official docs, but we’re not sure if this is true or a mistake in the content. Episode 3 Little is known about episode 3 other than that it will involve "intelligent lands" of which we will be able to harvest Asto tokens. The assets that will play a role in this are Gen2 brains, Atem cards and Aifa players. The exact role of the Aifa players as of yet is unknown to us, but it has been stated that Gen2 and Atem cards will receive intelligent lands. So far further episodes of season 1 have not been mentioned but we do know but that refineries are being mentioned in docs and at some point will also play a role in TTK game. There’s really nothing other posted about refineries in the docs I’ve looked at, but it seems safe to assume they will play a role in refining resources into real world asset that will play a role in Op3n. Additional Some in-Game features and advanced content are only accessible to Users who own specific Digital Collectibles such as Prysms and SurrealScapes. There will at some stage be a thing called Automator’s, and all we know is that Automator means an on chain asset that can be assigned to a building that automatically claims resources when the building reaches capacity. In the clip I posted with this tweet captain.root clearly states (as he has done before) that part of the design of The Third Kingdom is to be able to supports “new rewards over different seasons and episodes, and those can be from within our ecosystem our even from outside our ecosystem”. I personally think it’s not a stretch the assume that some of the projects that are currently working on projects that will in the future be released are already planning to use the TTK to release some of their assets as rewards in-game of TTK. This is all the information that has been gathered and released earlier in our Third Kingdom Guild discord earlier, and shared here to hopefully help the community and give them an overview of what we currently know about this game we’re all looking out to play, and which will go live in the coming week. After the game has gone live Matt Bartlett will make and share an updated version of TTK Guild flipbook. If you found this content useful I would appreciate you sharing this with the community by sharing, liking and commenting on the tweet. We of the TTK Guild wish everyone a great season ! and lots of joy playing the game. LFG

Dip

12,507 görüntüleme • 2 yıl önce

Never stop November. Through wintry conditions, the developers & community of Avalanche continued to forge ahead. This list is proof Avalanche is the most resilient community in crypto. Here are 50 updates across the ecosystem last month: If we missed anything comment below. 1. files $AVAX ETF with staking yield 2. Securitize just received EU approval to run a regulated trading and settlement system on Avalanche 3. Dexalot surpasses 400m transactions on it’s L1 4. Yield Yak 🐃 🥛 ships a new UI for their famous AI vaults 5. Helika opens applications for season 2 of it’s gaming accelerator 6. Pharaoh on AVAX prints an all-time high in fees generated 7. Hatchyverse breaks 3,000 Gen2 holders and joins the W3X Cohort 8. LaunchLoop & Funtico holds a game developer gamejam 9. Helika opens applications for season 2 of their gaming accelerator program 10. Playfull goes live with Season 3 of The Avalanche Battlepass 11. Off The Grid wins 5 GAM3Sgg awards, including Game of the Year 12. MapleStory Universe crosses 100M transactions on their L1 13. Blaze’s onchain streaming platform goes live 14. drops their big Blood Moon update 15. Paradise Tycoon 🌴 kicks off its biggest event to date, Harvest Festival 16. Dremica launches Dremica Carnage on beam 17. Castle Of Blackwater pushes a big update 18. experiments with additional onchain strategies 19. The Grotto launches its testnet to do public QA before launch 20. MyStandard.io 💫 saw 500% growth on it’s iOS/Android app in November 21. Avalanche Team1 launched its Uni Tour #1 educating students on avalanche across the globe 22. Anthony Scaramucci hints at upcoming book Avalanche Ascending 23. Ava labs creative team launches 24. Avant launches it’s points program 25. Smitty and Kieks ✨ got married #avaxRoyalWedding🔺👑 26. Avalanche Granite launched on mainnet 27. @TheBlock__ launches Layer One, a new podcast with Steven9000 🎈 (L1/acc) & Kelvin Sparks highlighting the ecosystem 28. Record announces real time artist royalties on Avalanche 29. StableFlow integrates Avalanche 30. BENQI🔺 partners with Anchorage to offer staked avax to institutional clients 31. SUNTORY WEB3 releases extremely rare Bowmore ARC-54 Bottle No.128 available to purchase on Avalanche 32. SeaFi announces a secondary marketplace for Euler vault shares 33. NEXPACE announces a 50m ecosystem fund 34. SWANNY 🔺 launches the Team1 Australia chapter 35. Avalanche Developers 🔺 launches payments x402 hack2build 36. Superform launches it’s user-owned neobank on Avalanche 37. Messari by Blockworks releases it’s bullish Q3 Avalanche Report 38. Sierra launches on Avalanche, powered by OpenTrade 39. South Korean NH NongHyup Bank has launched a blockchain-powered VAT refund system on Avalanche 40. Routescan launches new features to identify verified contracts onchain 41. jaack 🛡️ 🔺️ ➡ NYC introduces ACP-246 for discussion within the Avalanche Community 42. FIFA Collect opens redemptions for it’s successful FIFA World Cup 2026 right-to-buy collectables 43. FIS and Intain launch the Digital Liquidity gateway 44. launches new collection 45. Avalanche Team1 finishes Avalanche India Pitch Day with over 3500 developer requests 46. thirdweb launches x402 chain support on Avalanche 47. Re integrates with Spectra Finance turning Re Points to programmable onchain markets 48. Hypha🌱 is partnering with BitGo to bring Institutional-Grade access to Avalanche staking 49. KITE AI launched their token for it’s trusted AI Avalanche L1 50. Wolfi Land 🔺 adds new maps and features to Wolfi Rumble Beta whew. That was a lot. If we missed anything comment below. Congrats to all the builders on Avalanche. Back to work🔺

Avalanche🔺

69,717 görüntüleme • 9 ay önce

Stop Gambling, Start Engineering: The Ultimate Guide To CCXT Algorithmic Trading most traders are essentially walking into a high stakes casino with a blindfold on while the house has a high speed laser aimed directly at their bankroll. if you have ever felt the soul crushing weight of a liquidation notification at three in the morning then you know the market is a 24/7 beast that eats human emotion for breakfast there is a hidden bridge that connects your laptop to almost every major crypto exchange in existence and once you cross it the game changes forever. my name is moon dev i believe that code is the great equalizer because through losing money with liquidations and over trading i knew i had to automate my trading so i learned to code as in the past i spent hundreds of thousands on devs for app, thinking i would not be able to code myself w/ bots you must iterate to success so i decided to learn live on youtube, and now we are here, fully automated systems trading for me instead of getting liquidated. the secret weapon behind this transition is a library called ccxt which acts as a universal translator for exchanges like binance, bybit, and kucoin most people think they need to spend years studying computer science just to place a single trade via code but that is a lie designed to keep you on the sidelines. the reality is that once you understand how to initialize a connection you can control your entire portfolio with just a few lines of logic. it starts with importing the library and setting up your credentials in a way that doesn't leave your keys exposed to the world the first mistake that bankrupts most manual traders is the inability to act fast enough when the trend shifts. when you build a bot the first thing you need to master is the market order because it allows you to enter or exit a position instantly regardless of the price. it is the ultimate panic button for when a strategy goes south or a massive opportunity presents itself while market orders are great for speed they are the fastest way to get eaten alive by fees if you are not careful. this is where the limit order comes into play allowing you to dictate exactly what price you are willing to pay for an asset. by using a create limit order function you can place your bids and asks in the order book and wait for the market to come to you most traders forget that once an order is placed it stays active until it is either filled or manually removed. i have seen countless accounts go to zero because a bot kept piling on buy orders without ever checking to see if the previous ones were canceled. the cancel all orders function is the invisible shield that prevents your algorithm from accidentally over leveraging your account the real magic happens when you realize you can cancel more than just basic limit orders. there are untriggered conditional orders like stop losses and take profits that often hide in the background of an exchange waiting to ruin your day. by passing specific parameters into your cancel function you can wipe the slate clean and ensure your bot is starting from a neutral state every single time if you want to know what the whales are doing before it shows up on a candle chart then you need to be looking at the raw order book. fetching the order book gives you a direct view of every single bid and ask currently sitting on the exchange. this is the most honest data you can get because it represents real money waiting to be filled at specific price levels you can actually parse this data to find the exact top of the bid and the bottom of the ask to ensure your bot always gets the best possible entry. most retail traders are looking at delayed charts while your bot is reading the tape in real time and calculating the spread. this allows you to place orders that are optimized for the current liquidity rather than just guessing where the price might go one of the biggest hurdles in automation is managing the sheer volume of data that an exchange throws at you. when you fetch open high low close volume data you are getting the historical heartbeat of an asset across any timeframe you choose. this data is the foundation of every technical indicator from simple moving averages to complex machine learning models the problem is that raw data is often a mess of lists and dictionaries that are impossible for a human or a simple script to read efficiently. this is why we use pandas to convert that garbage into a structured data frame that looks exactly like a clean spreadsheet. once your data is in a data frame you can calculate rsi or macd with a single line of code and visualize the entire market structure the path to becoming a successful automated trader is not a sprint but a series of iterations toward a system that works. i chose to learn this live in front of the world because i wanted to prove that anyone can escape the cycle of over trading. you don't need a million dollars to start but you do need a system that removes the human element from the equation if you are still clicking buttons on a website then you are competing against machines that can process thousands of data points per second. it is time to stop playing a rigged game and start building your own edge in the market. the code is there for anyone to grab and the only thing standing between you and a fully automated portfolio is the willingness to sit down and write the first line every algorithm you build is a brick in a wall that protects your capital from the emotional swings of the crypto market. i spend my days refining these systems and sharing the process because i know how lonely it feels to lose everything to a flash crash. we are building a community where code is the tool and financial freedom is the goal the final step is realizing that your balance is just a number that your bot needs to manage with cold logic. by fetching your balance frequently your bot can calculate position sizes based on your total equity ensuring that no single trade can ever wipe you out. this is the difference between gambling and systematic trading and it is accessible to anyone with an internet connection i hope you take these tools and start building something that allows you to sleep peacefully while the markets do their thing. the industry is secretive for a reason but we are breaking those walls down one line of code at a time. the journey is long but the reward of never having to worry about a liquidation again is worth every second of the struggle

Moon Dev

14,105 görüntüleme • 7 ay önce

$IREN My Earnings Wishlist pt1 Since many have posted their wishlist before me, I will take a different approach, and will just write down anything that I think is likely to happen in the coming 6-12 months, which interests me, and hasn't been talked about yet, or not into much detail. Chapter 1: New Sites IREN has always said they have a >1 GW pipeline. Last year, Dan Roberts said: "And that can be any number above 1GW". More recent communication mentioned "Multi-GW Pipeline", which brings the bare minimum to 2GW, and that's on top of 2.91GW of disclosed, contracted power. Yesterday, Mike Alfred said that the current 200MW deal with $MSFT is a "tiny part" of their total portfolio. He has also made comments like "Just wait until you see the entire pipeline". Also yesterday, we heard Dan mention "Outside of Texas & Globally", for the locations of their other sites. Within my subscriber group, we keep track of the land that is being optioned and bought by $IREN. Amongst these sites, we try to assess which one is the most likely to be a candidate for a connection agreement, and subsequent energization approval. Currently, the interest has shifted outside of Texas, and I believe that's why more recently we have heard the "global" pipeline come back into the picture. This is also why Dan said "Outside of Texas and Globally". Now, I wasn't going to really talk about development sites. And I think your guess is as good as mine, if you would have the information that I have. So I will not be speculating on particular sites. But will give my realistic expectation for these earnings, or at the latest, somewhere in the coming 6-12 months. Because we know that the 2025-2027 window is the most valuable when it comes to Megawatts, and we have some information that indicates a choice will have to be made before the end of this year with regards to a specific new project — I think a general expectation is in order for the wishlist of the earnings of Thursday. Prediction: $IREN's first new project will either be in Asia-Pacific ("Globally"), or in Oklahoma ("Outside of Texas"). Now I promised not to speculate on particular sites, so I will mostly focus on explaining why I think Asia-Pacific is the most likely to be next. Thanks to one of my best $IREN informers, I was notified of a new job listing by a recruiter in Sydney that is specficially looking for commercial jobs. You may be aware of IREN's job listings on HiBob or LinkedIn, but despite there being 93 open positions listed there, it's still not all that they are looking to hire. But lo and behold: there is a new listing at their commercial recruit which mentions the following: Senior Manager, Corporate Development (AI Data centres - Sydney & Vancouver Our client is a global operator in the digital infrastructure sector, developing and managing high-performance computing (HPC) facilities powered by renewable energy. The business owns and operates large-scale data-centre campuses across North America, with active expansion into the Asia-Pacific region. By combining low-cost renewable power with advanced compute infrastructure, the company is helping accelerate the global energy transition and support the next generation of AI and HPC applications. Now it gets even more interesting when we read the job description: We are seeking two commercially focused professionals to lead M&A transactions from origination through execution. Sitting at the intersection of corporate development, project development, and investment execution, these roles will drive complex deals that underpin the company’s global expansion pipeline. End-to-end transaction management: Lead or co-lead M&A processes including initial engagement with counterparties, structuring, due diligence, negotiation of binding documentation, and execution. Financial and risk analysis: Build and review models to evaluate potential returns, sensitivities, and risk exposures across acquisition, partnership, and joint-venture structures. Now, you may remember I made a post last week about IREN's ARS: One interesting paragraph that I didn't talk about yet, was the M&A paragraph: Consider pursuing strategic acquisitions and other value enhancing opportunities We may strategically assess acquisition opportunities where we believe such transactions can accelerate our strategic roadmap through horizontal or vertical integration, expanding capacity, or gaining intellectual property that may help strengthen our competitive advantage. In addition, we may from time to time, seek to dispose of, or monetize, assets where we believe we can receive value from any such disposition, or monetization, that is accretive to the business. Now before I close this topic, and give my final words on the expectations I have for the announcement of a new site, I want to shortly address the McNallie Money interview with Patrick Fleury that was released yesterday. I think it's one thing to be proud of your own customers and partners by calling them "the best in the world", it's also fine if you think that everyone is imitating your "first ever financial engineering". But I think it's not very classy to throw shade on Texas data center companies, especially peers, that have a pipeline, and long standing relationships with T(D)SP's, and have a realistic line of sight to power. Just because there is 200GW of queued capacity, doesn't mean that seasoned operators like $CIFR and $IREN are making things up. I have evidence in my possession that demonstrates that the companies I am invested in that operate in Texas, have all the means and connections to get these new sites energized. But for the sake of this notion that "having all your sites in Texas is a concentration risk", I am happy to reiterate that $IREN has in fact got a pipeline that expands outside of Texas, and most likely will see an announcement in Asia Pacific, or Oklahoma, within the coming 6-12 months. So let's see if we get something tomorrow, or if it will just be some extra power coming to Childress or Canada. But almost 1 year after the announcement of Sweetwater 2 — I am confident that the time is near that we hear from a new site, potentially outside of Texas or globally.

Frans Bakker

142,606 görüntüleme • 10 ay önce

Cyberpunk City: Stepping Boldly Into a New Era At Cyberpunk City, innovation and ambition have always driven us. We’ve built more than just a game—we’ve created an entire ecosystem where blockchain technology meets immersive experiences. From our token-powered economy to NFT-backed in-game assets, we’ve consistently pushed boundaries. Along the way, we’ve achieved significant milestones, expanded our community, and shown resilience in the ever-changing world of Web3. Now, we’re excited to announce a pivotal new chapter for Cyberpunk City as we prepare to migrate to a new blockchain that aligns perfectly with our long-term goals. This move represents not just a transition, but an opportunity to build on our successes and scale the project further. With exciting updates on the horizon, we’re confident this journey will unlock new opportunities for our community and propel Cyberpunk City to new heights. Reflecting on Our Achievements Before diving into the future, we want to acknowledge the milestones and achievements that have shaped Cyberpunk City: Strong Token Economy: We’ve built a thriving token-based ecosystem and ensured real utility for in-game assets through NFT integration. Commitment to Decentralization: With the launch of @CyberpunkStake, we showed our dedication to decentralization and rewarded our community with substantial token distributions. Impressive NFT Volume: Cyberpunk City is currently ranked 10th in all-time volume among NFT projects, a testament to the trust and activity within our community. Price Action and Market Strength: Our token has demonstrated consistent strength in price action, reflecting confidence in our vision and project execution. Meaningful Partnerships and Community Events: We’ve secured valuable partnerships and organized gaming events that brought our community together. Recognition at xDay: Cyberpunk City has proudly participated in two xDay events, earning two awards that highlight the project’s innovation and impact. These achievements reflect the hard work of our team, the enthusiasm of our supporters, and our shared vision for building something remarkable. As we prepare for the next chapter, we’ll continue to build on these successes, creating more opportunities and experiences for everyone involved. What Does This Mean for Our Community? This transition is more than just a technical shift—it’s a chance to elevate the Cyberpunk City ecosystem, refine our offerings, and tap into larger, more vibrant ecosystems. Our mission is to ensure that Cyberpunk City thrives in an ecosystem that can support our ambitions. Here are the key updates that will take place during this migration: 1. Token Ticker Change Earlier, our community voted through a DAO process, selecting $CYB as the new token ticker. As part of this transition, $CYBER holders will be able to bridge their tokens to $CYB on the new chain. 2. Asset Bridging All community-owned NFTs and tokens will be bridgeable to the new chain. Our Cyberpunk City dApp will facilitate these transactions, ensuring the process is as smooth as possible. Some assets will receive enhancements, but rest assured, all updates will be completed within a reasonable timeframe. 3. xExchange Trading Our token will continue to be traded on xExchange throughout the migration process, maintaining liquidity and flexibility. You will also have the option to bridge your tokens to the new blockchain at your convenience. 4. Timeline and Chain Announcement The official chain announcement will be made on November 8, 2024, and the migration will be completed by year-end. The new blockchain aligns with our vision of expanding Cyberpunk City into a vast, more diverse ecosystem, with a significantly larger user base and even greater opportunities for growth. 5. Whitepaper V2 We’ve received many inquiries about our new whitepaper, and we’re excited to share that Whitepaper V2 will be part of a coordinated series of announcements. Due to uncertainties over the past 10 months, we postponed its release to ensure it aligns with the new direction of the project. Now, with a clear path ahead, we are working on a whitepaper that reflects new features and insights gained over three years of development. 6. Website Redesign Alongside the chain announcement, we’re launching a completely revamped website to elevate the Cyberpunk City experience. With a cutting-edge design that mirrors the sophistication and quality of our game, the new site will be more dynamic, visually immersive, and crafted to engage a growing community of gamers. This update will also roll out with Whitepaper V2, providing a clear and comprehensive vision of our roadmap and future plans. The redesigned website reflects our commitment to delivering a premium experience and attracting a larger audience. 7. Marketing Strategy Our decision to keep the blockchain confidential for now is part of a carefully crafted marketing strategy. We aim to reach the largest audience possible with this announcement and are preparing the necessary content and campaigns to ensure a smooth and exciting reveal. 8. Business Development and Partnerships Our business development team is actively working to establish new partnerships on the new blockchain. Once the transition becomes public, we’ll be announcing multiple collaborations to accelerate growth and expansion in our new ecosystem. A New Chapter for Cyberpunk City This transition is a bold and necessary step toward scaling Cyberpunk City into a truly global ecosystem. It’s not just a technical shift—it’s a new beginning, filled with opportunities to build on our past successes and embrace new challenges. We’re confident that this move will unlock new possibilities, helping us reach more players, forge deeper partnerships, and create a thriving community. We’re excited to share this journey with you and look forward to what lies ahead. Stay tuned for updates and get ready to experience the next evolution of Cyberpunk City! Thank you for your support—we’re just getting started!

Cyberpunk City

30,601 görüntüleme • 1 yıl önce

The largest IPO in history is also shaping up to be the largest exit liquidity operation in history SpaceX went public at more than 90x revenue, and the insiders who bought in at a fraction of today's price are about to start selling their shares to you. Let me walk you through why this IPO is built to separate retail investors from their money: SpaceX has NEVER turned a profit and lost close to $5 billion last year. At the offering you were paying more than 90x revenue and at the peak the market briefly valued it near 140x. 30 years ago the head of Sun Microsystems explained in detail why paying even 10x revenue almost always ends in tears, and he was right. But listen closely, because the valuation is not even the real story. The scarcity is what CREATED this valuation in the first place, and the calendar that kills the scarcity is what kills the price. Less than 5% of SpaceX shares were actually available to trade at the IPO. Then the index committees REWROTE their own rules to fast track the stock into the Nasdaq 100 just 15 trading days after listing, which forced every passive fund and index ETF in the country to buy at the exact moment the float was at its tightest. The Nasdaq inclusion alone forced an estimated $4.3 billion of buying, and the Russell reweighting added roughly $3 billion more. The supply was minuscule and the buying was mandatory. That's a manufactured squeeze, and it is why the stock went above $225 in its first week. Now watch what happens next, because this is the part they ain't explaining to you: The lockup was staggered on purpose, and the entire schedule is sitting in the prospectus for anyone who bothers to read it. In early August, right after Q2 earnings, 20% of the locked shares come free. Another 10% unlocks early if the stock trades 30% above the $135 IPO price going into the report. Then tranches of 7% hit the market at 70, 90, 105, 120 and 135 days after the IPO, which means fresh insider supply lands roughly every 2 to 3 weeks from late August through late October. Q3 earnings triggers the single biggest release of all, another 28%, roughly 1.3 billion shares. On December 8 the 180 day lockup expires entirely. And on June 12, 2027 comes the final wave, when Musk's own 6.4 billion shares, 42% of the whole company, become sellable for the first time. Add it all up and insiders could be free to sell as much as 44% of the company by early September, which would balloon the tradable float by roughly 900%. All of that supply lands on a stock the company deliberately packed with retail, because SpaceX reserved close to 30% of the offering for individual investors vs the usual 10%. This deal created over 4,400 paper millionaires inside the company. You think none of them are looking to cash out? Early holders are already loading up on puts to lock in what they have. First they keep the float tiny. Then they let the index rules force the world to buy at the top. Then they release a flood of insider stock into a crowd of retail buyers who were handed the shares up high. When the price finally breaks the offering level, the people who got in years ago at pennies on today's dollar will hit the bid, and the exit liquidity is your retirement account. And what are you actually left holding? Strip away the science fiction and the only business inside SpaceX that reliably earns money is Starlink, which produced $1.2 billion of operating income last quarter. A wonderful business worth hundreds of billions on its best day. NOT $2 trillion. Serious fair value work lands around $30 a share. Nobody has been a bigger bear on this deal than me. I called it out the moment it started trading, and it is already playing out on schedule as the shares have given back the entire squeeze and slipped below their opening print. I was Peter Lynch's auto analyst back in 1981 and I have watched every disaster since, and I am telling you this is one of the great wealth transfers of my lifetime packed into a fancy narrative. Tesla was the biggest misallocation of capital in the history of stock markets. SpaceX may have just surpassed it. SPCX goes straight onto my short list, and the beauty of this setup is that the catalyst is not a guess or something, it is literally a PUBLISHED CALENDAR. This is the most grossly overpriced stock at scale that I have ever seen.

George Noble

349,910 görüntüleme • 2 ay önce

Three days ago I asked myself a dumb question. It was so stupid I was actually ashamed to Google it. Can AI earn money while I sleep? Not saving time. Not automating routine. I mean putting real money into my account while I am not looking at the screen. Everyone says ClawdBot will change how we work. Automation. Task management. Smart replies. But I was sitting in my kitchen thinking about something else entirely. You know that feeling when you look at a tool and realize everyone is using only 1% of its potential? It is like being given a race car and only using it to drive to the store for bread. I decided to test it. I started a notebook. I record everything. > Day One I started with something simple. I gave Clawdbot a task. Find wallets on Polymarket where the numbers do not add up. Where the profit is too high for the win rate. Where the result smells like a system rather than luck. It thought for 14 minutes. I had time to pour a coffee and forget about it. Then the screen flashed. 4 addresses. I scrolled through the first three in a minute. Big bets on politics. They guessed the election. Classic. On the fourth one I stopped. Not because it was the most profitable but because I did not understand what I was looking at. The wallet was not trading politics or sports or anything people write reviews about. It was trading the weather. I read it three times. Weather. Will it be 9 degrees in London tomorrow? Will it rain in Tokyo? These are markets I would not even click on by accident. Then I looked at the numbers. > It started with $27. It is now at $63,853. $27 is two trips to McDonald's. It is nothing. $63,853 is a new car or a down payment on an apartment. It is two years of someone's salary. Between those two numbers was only one thing. Thousands of bets on rain. I closed the tab. Opened it again. Checked if it was a glitch. Real dollars. On markets that look like a bad joke. > Day Two I could not get that wallet out of my head. I went to look at its transaction history. I expected to find one big win that explained everything. A lucky hurricane forecast. Instead I saw thousands of small bets. Boring. "Will the temperature in New York be above 15 degrees?" Then I noticed the detail that finally broke my brain. Its win rate: 33%. It loses more often than it wins. 2 out of 3 bets go to zero. Any normal person with that result would be posting about how the market is unfair. Yet this wallet is sitting on $63,000 in profit. How? I started deconstructing the trades. After an hour I got it. When it loses, it loses 10 or 20 cents. When it wins, it takes $1.00. Loses 9 times in a row? Lost $1.80. Wins 1 time? Got $10.00. > This is not trading. It is math that works as long as you do not interfere with your emotions. Here is how it works. Weather is one of the most predictable things on the planet. Governments invest billions in satellites. Data is updated every 2 or 3 hours. Precision to a tenth of a degree. This data is public. But Polymarket is not a weather station. It updates its markets with a delay of 6 or 8 hours. Imagine the situation. 6 AM. The weather service updated the forecast. The probability that London reaches 9 degrees tomorrow rose to 80%. Algorithms everywhere already recalculated the data. But on Polymarket the YES button is still sitting there for 10 cents. Because the market has not woken up yet. This bot sees the difference. It buys YES for 10 cents when the real probability is already 80%. It is not guessing. It is buying what is essentially already known. It just waits a day and collects the dollar. 10 cents turn into a dollar. On information available to anyone who can read weather APIs. That evening I called a friend. He has been trading for 3 years. He sits in analytical chats. Draws support levels. I asked him: "How was the last month?" "I broke even. The market is tough right now. Too much noise." I looked at the screen. A bot betting on rain with a 33% win rate. Profit: $63,853. My friend with 3 years of experience and hundreds of hours of analysis. Profit: $0. Who is doing it wrong? I am not asking you to take my word for it. The blockchain does not lie: > Day Three I decided to dig deeper. I looked at the wallet description. I expected something complex. A hedge fund. A team of developers. Secret data sources. I found one line: Claude plus public weather APIs. Ordinary Claude. The one on your phone. Connected to free weather services. No secret stations. No insiders. No millions for infrastructure. Just an AI doing what any of us could do. But we are too lazy. Or bored. Or we think it is too simple to work. If someone already built this with basic Claude and free APIs... What happens when Clawdbot gets direct access to trading? > Day Four I watched the wallet in real time. First bet: loss. Second bet: loss. Third bet: loss. I thought: this is it. The statistics are collapsing. Fourth bet: loss. Fifth bet: loss. Down $12 in an hour. I was ready to write a post about how I overestimated this. Sixth bet: Temperature in Chicago. Win. +$87. Seventh bet: Win. +$94. By evening: 9 losses. 5 wins. Daily total: +$385. No emotions. No posts about injustice. No strategy changes after a loss. Just the next bet. I wrote to my friend. The one who has been trading for 3 years. "How was your day?" "Down $200. Market makers caught my stop loss again." I looked at the screen. A bot with no posts and no loud claims. +$385 for the day on rain bets. My friend with 3 years of experience and dozens of books. Minus $200 and a post about how the system is against him. > Day Five I woke up with a thought that kept me up all night. It finally hit me. It is not about the weather. It is not about APIs. It is not that the bot is "smarter". > It is about what the bot does NOT have: an ego that hates being wrong. No urge to revenge-trade. No boredom from repetition. My friend trades against the market. He tries to be smarter than the crowd. This bot trades against human nature. And nature loses every day. Clawdbot found me this wallet in 14 minutes. The weather bot turned $27 into $63,000 on markets everyone else thinks are trash. Both use the same principle. Do something simple. Remove emotions. Repeat. I do not know when Clawdbot will start trading on its own. Maybe in a month. Maybe in a year. But I know one thing. While we discuss if it is possible... Someone already set up their bot and went to live their life. Right now as you read this. Somewhere a weather service updated a forecast. Polymarket is sleeping. The bot is already entering a position. And my friend is writing a post about how market makers do not let honest people earn. Guess who wakes up tomorrow with money in their account?

Blaze

29,808 görüntüleme • 7 ay önce

Moneytaur study blueprint 🗺️ The process I used to go from not knowing what an order block is to pulling cash from the crypto markets in under 6 months using 🎯 Master concepts. Proof of performance, past 120 days👇 Start date: 09/03/2025 Requirements: - A PC/laptop - Wifi - A basic understanding of trading. ( What candlesticks are, how to actually place trades , etc ) - A free mind - Time or the ability to free up time. Starting: - Structure and routine - Stick to that routine + Pre mortem plan. - Notion / Obsidian setup. The first thing you need to create is a clear routine moulded around how you intend to approach this very large and complex task. This will not be linear and you will naturally adapt it as you progress but especially in the beginning some resemblance of structure each day is vital. This is an individual process but it is important to understand from the beginning that this will require a majority of your free time assuming you work a full time Job or study as a student. For me in the beginning this looked like: - Wake up at 6:30. - Shower - Study/work for 1h 45m before leaving for work. - 09:00 -> 17:00 work - 17:30 Exercise / Train - Eat - 19:00 resume study/work - 22:30 Start to wind down and get ready to sleep. It changed several times over the months and especially now I am full time but this is irrelevant, the only thing that matters is sticking with what you choose. Whatever your own routine may look like, it is important to understand it will inevitably require sacrifice. --- The next thing once you have established a draft framework of your routine is ensuring you will actually stick to that routine. Something I implemented which I found particularly beneficial was the concept of a Pre-Mortem plan. This involves creating several scenarios of a future in which you have failed and working backwards from each of these to find where it went wrong. Here is a video which explains it fully: When I did this I came up with 3 scenarios as well as prevention and cure for each. In the 6 months that followed each scenario presented at some point but I was able to catch them early due to having done this. The last thing is to not over complicate this, don't hyper focus on systems and loose momentum optimizing each detail. Just ensure you do the fucking work. I was a little guilty of the above at times, trying to craft the perfect routine. In reality the person who just gets up, drinks too much coffee and works his ass off out performs the workflow perfectionist who visualizes and repeats affirmations, any day of the week. --- Next you need somewhere to store your notes, journal your trades and build your knowledge. For me this was Obsidian but I have also used Notion before and it is an equally viable option. Whichever one of these you choose be warned you will inevitably want to bang your head against a wall trying to use them for the first few days, but they will both click pretty quick and are 100% better options the word document or paper alternative. Here is my full obsidian setup tutorial: Here is a link to MisterPA 's notion Journal: Here is how I create "Meta-Notes" using obsidian: The process: - How I did it. - How I would do it if doing it again. Now I did things the "hard way" and manually worked my way back through each of MT's tweets starting in 2021, reading every one and logging those that I felt where relevant. You can see in my first post: the very first system I used to do this. I quickly adapted though after about a week and focused less on just logging each relevant tweet but trying to find and focusing on those which contained the most information. There where a lot of charts I looked at then skipped over because especially at the start of his timeline they contained little useful information and my time was better spent finding those where there was something to decode. Now this does not mean skip out on "work" just use your time efficiently. -- If however if I was to start from the beginning again with the goal of levelling up technical understanding as quickly as possible I would take a different approach. To start with I would familiarise myself with all relevant SMC concepts, I have linked the best free recourses for this below 👇 CryptoChase beginner friendly index: Barncore's "The Moneytaur Way" series: Gian's Trading bootcamp playlist: Following this I would then work through all of Taur's subscription posts working backwards, recreating his charts and taking notes on his logic. The subscription feed has the highest value density and least noise. Video example of my notes from his subscription posts 👇: --- Okay so now once you have a basic understanding of concepts and can re-recreate them on charts of your own it is time to put this in to practice. The next step is vigorous backtesting, you can use the trading view tool but I think trade Zella offers a more use friendly option if you pay for the subscription. Especially as it allows you to change timeframes without skipping ahead to candle close time of the timeframe you change too ( like Trading view does ) *my only note would be that their LTF/Micro TF data feed with be different to brokerage charts you will use on Trading view, to start with though you should not be going low enough that this is an issue. When you backtest in this context, treat it like real trading. That means journal and logging like you would if real cash was on the line. Take time, do not rush and focus on quality. Stick to BTC, ETH, Major FX pairs or indices as these assets are less reliant on confluence, backtesting a shitcoin is near useless as whether levels work or not will be highly dependent on Majors PA. Go on HTF, scroll back a couple years and try not too look at chart while doing so and then begin. Start with HTF analysis and work down to 2H or wherever you feel comfortable, chart it fully and then identify setups. Make rough notes / plans and then press play, execute the setups as they hit, log and journal trade management as well as observations and key notes. It is very important to not cheat when you do this, do not skip back and adjust your stoploss because it hit by 0.1%, do not skip back and adjust plan because you missed a block and your TP got frontrun. Instead these are the things you journal, embrace these mistakes because they are the cheapest mistakes you are going to make. Grind this, do it for hours, put some music on and enjoy. To start with focus on HTF's, as you get better and start netting $ on paper you can drop the timeframes and increase the difficulty. HTF = Normal, MTF = Medium, LTF = Hard. Even if you do not intend to day trade, learning how to read the lower TF's that force you to think faster, harder and prepare you for lower win rates / loss streaks can greatly improve your ability on higher TF's. While you are doing this as you start to have concepts click you now want to build up your real trading experience, take a sum of money that you care about but will be okay loosing and dedicate this to live trading. Start taking real trades and expect net losses in the beginning. This is where you will make you 2nd cheapest mistakes. This is also where you can begin to learn about your psychology. You may encounter some elements already in backtesting but the real market is where true colours really start to show. Mental issues are inevitable and part of the game, get used to them and start working to identify and fix them. Reading and applying books like Trading in the Zone and Mental Game of Trading are important and will help a lot but there is no easy fix, for some stuff you I believe you just have to get used to it and it goes away with experience. Losses suck at the beginning but after you loose 100 times you starting getting pretty numb to it, same goes for the winners. To accelerate the learning process, build connections and get advice there is also always the option of private groups, while I never personally chose this route and committed to learning everything through my own endeavours there is no denying that having nearly all the information you need structured and compiled in one place is valuable and can save time. Beyond this having access to real time thoughts and opinions of profitable traders can accelerate performance, however it carries the risk of being a double edged sword if not used properly, if relying on it like a crutch and using it as a substitute for real work you will not succeed. With that said if you take it for what it is, a learning opportunity then I believe it can be very beneficial. I am not a member of, nor affiliated with any paid group. There are now many options available within the community, all run by different people with different styles, tailored to different needs. If I was to make a recommendation though, as a non-member, it would be Albert & Co's 618'ers simply due to the diversity in styles of the traders running it and results I have seen from members I know personally. It is important that as you start to trade with real capital you reduce noise in your social feeds or eliminate it all together. You do not need 5 different opinions, you also do not need 2 people telling you the same thing in their own way so you feel re-assured. What you do need is to develop your independent thinking as a trader and be comfortable making different decisions to others, even traders ahead of yourself if it fits with your system or understanding of market. Taur here is perhaps an exception as this is who you are learning from but down the line a real test of your own ability and independence will be being able to stick with your own plan even when it differs from his. Don't get me wrong, counter trading him is retarded but you must learn to adapt his gift to your own style. This will make sense at some point. The next stage is taking your understanding of specific concepts to higher level as you simultaneously snowball experience. Look back through your journal and review where you lost money and made money, do not over extrapolate from a small sample but start to take notes and observe if trends in performance emerge. This is the beginning of the transition to self reliance, you now understand the strategy but must learn for yourself when and where it works. Here you can also learn more nuanced secondary concepts such as VSA, orderflow etc and add these to your game where appropriate. Do NOT get lost in the sauce though and remember mastery of basics is key. IMO a big focus should be understanding correlation thoroughly but especially on HTF's this is the most important thing and what triggers the majority of large swings where most of your cash will be made and losses recovered. Some people will disagree with me here but IMO you should also not be *focusing* on Odd TF's. These are secondary at best and most people overweight their significance leading to avoidable losses while wondering why price did not care about their 327minute Breaker Block which they think is the key to the market. Study Taurs feed and take note of how he mostly uses: 3M, 1M, 3W, 2W, 1W, 5D, 4D, 3D, 2D, 1D, 12H, 8H, 6H, 4H, 2H, 1H, 30m, 15m + micro time frames. The only thing left is time and repetition, you must show up each day and really do this, for months. Maybe you start to see result's, you catch your first key swing and where able to trade where others froze. Congratulations. Learn from these winners and repeat the actions. Find what assets work best for you, find your style, refine and grow. --- The last thing I will include is a short list of tools or links that can be helpful. - Trading view tutorial: - Dictionary: - Market news Calendar: --- Thank you too all those who have read this, I hope this has been helpful for the beginners who want to start but are just not sure how. 🫶 Don't just bookmark this and move on, start 🙃

Ace

45,674 görüntüleme • 10 ay önce

TRUMP, THE ANTIKRYST? Pt 1 (Update 12/14/24) On 8/28/24 Donald Trump posts this video of a cross. What does that really mean, and why at exactly 11:11? Does anyone understand what the cross really is? It's an unfolded tesseract, also known as Metatron's Hypercube. Who is Metatron? It is one of Thoth's many names across the ages. He was also known as Hermes, son/daughter of Enki Lucifer. And while I've never had it explained to me in absolute detail, there is reason to believe this Anunnaki shape-shifting hybrid could be one and the same as Marduk Lucifer Satain. An awful lot of water has gone under this bridge since the Leviathans arrived 798k years ago, so each of the Babylonian fake gods could have thousands of different personas and names by this time. In any case, Marduk appears to be the leviathan that keeps reincarnating over and over as the savior of mankind. His/her most recent being the 'jesus' character that poses as if being Jesheua Sananda Melchizedek that is one of the guardian alliance team who came to restore the purity of the bloodline of the Human Elohim development that are in captivity here in the Tara earth simulation, and really could walk on water. Identity theft is always the middle names of all your captors. It is what they do to maintain control over the sheep. Like I've said countless times now, Sananda is not 'god' anymore than you are. He is not a savior of mankind, he is here on mission to help your avatar's vibration reach sympathetic harmonic resonance with the 4th dimension to help you escape. By having children with human females carrying very pure human DNA, those children will multiply and raise the vibration of the plane, making your chances that much better to make this ascension happening now. We do not worship Sananda, and unless you like playing subservient to others, you won't either. He is still here, and so are your captors. The ancient false gods of Babylon never left. They just keep taking different forms under different names, hiding in plain sight. They have MANY bodies here. Some are identical to each other, some look totally different. I know because I've met them and had them explain to me who they were in ancient times and what really happened that is totally unlike the his-story you've been told. Sometimes they allow you to know who they really are, such as they did in Babylon, but most of the time they're posing as regular people, just like you, so they can infiltrate human spaces, rise to positions of great influence and steer the masses. Who is Donald Trump? Do you know anyone alive who is more adored, more worshipped, more feared than the Donald? No. He's the most famous person alive. And why is that? Because he's the most perfect person on the plane? Hardly. He's also famous for grabbing women by the pussy. It is because he's using psychological manipulation he knows at a master-class level because he has unbroken recollection of his time across hundreds of thousands of lives. So his mental 'magic' is simply knowledge and wisdom humans could never possibly even understand, much less duplicate. It is a form of very powerful hypnosis. There is overwhelming evidence now that Trump is considered the king of earth as you will see in the masterpiece film by Good Lion Films. His 'capitulation tour' (THE GREATEST SHOW ON EARTH) in 2017-18 made it clear he's the one in charge. THE GREATEST SHOW ON EARTH Video: 👉 Not just this, but Trump was officially crowned the 'Messiah of Jerusalem' they had been waiting to return for thousands of years. That's right, this really happened. He is 'ben David' (son of King David). Something I know a bit about, since that's my avatar's bloodline I'm in here for mission reasons that has to do with the Co-Evolution BioRegenesis Treaty that gives 'J3wish' people a mechanism for ascension. [For more see my article: 👉 THE TWO CHRISTS] Trump, Messiah of Jerusalem Video: 👉 Trump is also a time traveler. Believe or don't believe, but I now have far more than just a few examples that prove this to be fact. He also has multiple other bodies he uses at the golf course, at rallies, and Mar-a-Lago that are clearly different weights, heights, ages. Here is one that is much older than the ones we see in the spotlight. Who has the technology to do all these things? The Anunnaki. Word has it that Trump has been working with the Anuhazi Elohim during his entry into politics. I would suggest he's been working with them for 798k years. They are known as the fallen angels, the original captors of this simulation. All the invader races (over 50 species) have been working together as a single team to enslave humankind since the hostage began over 1/2 billion years ago. I don't profess to know who each of these actors really were in the last drama, or Babylon, Greece, Rome and countless other eras, since, as mentioned, it is a 560 million year story involving quadrillions of events and dramas, but you likely understand what I'm trying to say is we're dealing directly with ancient gods here, not 'business men' or 'politicians'. These people held lightning in their hands last time they decided to let us see them for who they really are. Thoth could literally fly when he was using the name Hermes and there's no question he still can. As briefly reference above, the cross he released this morning is secretly the Nibiru Scalar Vibrational Mechanics platform called a tesseract or hypercube, in unwrapped form. If you fold it back into a 6-sided cube again, you're seeing the shape of the device that powers our counterfeit hologram. You will come to learn at some point that every geometric shape is an operating system, not just a form, called the Platonic Solids in science. Which is why grown men pilgrimage to Mecca to walk around the Kaaba, wearing a little black cube on their forehead. So don't think the cube cross is only worshipped in America. Metatron's Hypercube is used at CERN known as ALICE that keeps you inside an artificial reality called the 'Beyond The Looking Glass Chimera Reality Simulation'. Typically you'll hear the keeper refer to it as the Chimera Reality for short. All down through your current history, the cross has stood for purity, perfection, and hope that one day the savior would return and usher in a utopia, when in truth, it was the very symbol of your eternal enslavement. They keep rolling out this same savior trope, civilization after civilization, always with a different face of the program, but always the same hope. Hope, by the way, is a weaponized spell that was designed to keep you perpetually in bondage and trudging forward like a good little slave, doing your job because 'one day he will return and THEN by golly, he'll save us all'. These are all the same guy/girl. When Sananda (I'm not talking about the fake jesus here) said 'come out of her my peoples', he meant stop falling in line with the prison machine you're trapped in. Stop acquiescing to your own enslavement. I was told in person that humans 'have to rise up and take their world back or they will never move forward'. It means letting go of fear and stand up for what is right. Enslavement of any kind, is not that. The great deceiver will fool 'even the elect' is not a fictional claim in the M@sonic bible for entertainment. They have to tell you what they're doing in order to have you cast that reality they want to play out in your world. The person who wrote the bible also wrote demonology. [For more on this subject see my article 👉 THE SCIENCE OF PREDICTIVE PROGRAMMING and the 2ND COMING] Why would that be? Because the bible is the most elaborate talisman on earth that hypnotizes those who read it, enslaving their minds to passively accept the chimera reality, so when the simulation glitches, you will second guess yourself instead of the holographic world around you. "Did I just see a bird in the sky not flapping its wings and remaining perfectly still? Of course not, that's preposterous." ‘Mithra the Savior’ was gifted to T-Amerikaans (America) by Frédéric Auguste Bartholdi of France in 1886. Freddy was a 33rd degree (master) Freem@son and you now call Mithra your 'Statue of Liberty'. She is literally the symbol of this nation and is making her second coming at the time when the economy has been utterly destroyed, your politics have been weaponized against you, your courts have been utterly corrupted, your people have been openly attacked with bioweapons, your country flooded with 20m illegal aliens and your police have been defunded & refuse to arrest criminals. All by design and deliberately manufactured. Albert Pike, 33rd degree (master) Freemason stated: "Whenever the people need a hero, we'll supply him." Almost as if Freem@sons plan TO role out some very hard times to achieve a certain agenda. Oh, that's right, Pike also stated this: “We shall unleash the nihilists and the atheists and we shall provoke a great social cataclysm which in all its horror will show clearly to all nations the effect of absolute atheism; the origins of savagery and of most bloody turmoil. Then everywhere, the people will be forced to defend themselves against the world minority of the world revolutionaries and will exterminate those destroyers of civilization and the multitudes disillusioned with Christianity whose spirits will be from that moment without direction and leadership and anxious for an ideal, but without knowledge where to send its adoration, will receive the true light through the universal manifestation of the pure doctrine of Lucifer brought finally out into public view. A manifestation which will result from a general reactionary movement which will follow the destruction of Christianity and Atheism; both conquered and exterminated at the same time.” Sound familiar? If I were going to infiltrate a world & pose as the savior of the peoples that would be allowed to take the last tiny bits of freedom from them in return for pulling them out of a hellscape, I would first reduce them all to the most quivering and broken mess possible just shy of their death, and arrive like a knight in shining armor. Think a hundred-vehicle motorcade, 500 special-ops swat team & my own rolling hospital. When Trump had to go to court in New York it cost them something like $25m to lock down the city for 1 appearance. Nothing gets more high-profile than that anywhere. You've been under predictive programming since the day you were born for this time when the 'antichrist' would appear (that would 'loose his demons' and tear the world asunder), and also for the 2nd coming to 'save humanity' at the same time. But what you weren't told is these will secretly be the same person. Of course everyone will think it was "Barack" who brought about the destruction because Dolores Cannon alluded to it, but who is actually 'showing you a movie' right now while secretly holding the office of CIC and allowing millions of aliens across the border? Because he's your real border czar. This is Armageddon, you're in the 'little season of satan' (Satain). The 1000 years of heaven-like reign ended around 1893, and your entire life has been inside of what you could call hell, where you are literally surrounded by demons you believe are human because they look like you. You know more demons than you do humans. This is actual reality, not fiction. Take at look at Not Op Cue's article on the heavenly heritage of Trump, suggesting why he is the reincarnation of jesus. The evidence is overwhelming. The Lincoln Kahlooni Druze Minority Bloodline: The Jesus Strand Video 👉 11:11 I had just flown in from half way across the world to meet up with the keeper of the Tara earth simulation for a mission that would involve some of the most astonishing things I would ever live to see in this life. It was getting late and we were talking in a dark, cramped trailer that the keeper and crew had been reduced down to, illuminated only be a couple of small candles. They had been trapped in an area where they were not allowed to escape from by the Anunnaki hybrids. The dark agencies had frozen their bank accounts, forced them out of their compound and left them homeless for the past few years, on the run daily. My mission was to escort them away from that area to a safe space, as the others who had tried to break them free previously had been maimed and even killed. It took 2 years to pull off, 7 months of which living in a car, but the mission was successful. [That's a story for another time, when I am allowed to talk about it. It involved crazy metaphysical anomalies, black helos, giant venomous snakes (I know that sounds crazy, but the whole thing was way crazier than just that), a cross-leyline vortex acting as protection at the safe house we directly on top of, massive aerial DEW attack, fire tornadoes and 'celestial' escorts. None of this is fiction, just to be totally clear.] I was extremely interested in duplicate numbers on my clocks I was seeing 2-3x everyday and wanted to know what they meant. As the words were coming out of my mouth about this, in the relative darkness suddenly my phone lit up all by itself for no reason with the time in large numbers at 11:11pm, apparently to prove to the keeper I wasn't making this phenomenon up. What is that? I was told duplicate numbers are a distraction, to not give them mind, as it is just numerology the system uses in what I took to mean it is part of the complex mechanism of our simulation that hypnotizes us to keep us from being clear and aware to decipher the holographic illusion around us. The more awake we are, the more the system will flash out 3:33 or 11:11 to put you back to sleep by distracting you from the moment that is taking place in front of you. Such as when the most heralded man in the world shares a video depicting a giant cross which insinuates the 2nd coming of the christ (the Kryst or Krystos, is the series title of the Human Elohim eternal-life bloodline and is not 'a guy'). Discernment is more critical now than any other time since you were born. Pay attention, keep your vibration high and know that the next step is you moving on to the next level of the simulation where Lucifer and Satain will no longer be part of your world. This is but a short time to test which path you want to take moving forward is all. It is the 'sifting' phase of humanity at the end of the final long-cycle of human evolution. If you resonate in fear, hate, anger, you lose. React in love, appreciation, kindness and compassion and never give in to the devolution. You can do this. See my article 👉 THE WORLD TOMORROW for more on what to expect moving forward into your next experience. And yes, you always move on to a new experience, because you're an eternal spirit essence having a human experience in this one drama. The dramas never run out or get too boring, because there are trillions of ways to stage 'living a mortal life'. For more on the separation, see my articles: 👉THE SEPARATION 👉DESTINATIONS AFTER THE SEPARATION 👉THE SURGICAL SEPARATION OF THE 2 PLANES See the second part to this thread in my article: 👉TRUMP, THE ANTIKRYST PT 2 On X, to search for my articles, simply type in the name of the piece, enter one space, then from: & my username in parenthesis such as shown here: THE HISTORY OF THE CHIMERA PT 1 (from:iontecs_pemf) Off-site, you can look up any of my writings through this link below for my other more than 100 recent articles and many thousands of comments on X, regularly updated thanks to Justin This message will only be seen by your eyes if not shared, and if you want to reference this article again later, you will need to cut and paste it in your own notes off line, as it will surely be erased. This is the most accurate translation of these events I am aware of at this time.

W.R. Schock, QBD

133,049 görüntüleme • 1 yıl önce

A dog just made the bravest decision I have seen anyone make this year. Not a founder. Not an athlete. Not a person with a plan and a five-year vision board. A dog, on an empty road, with nothing to lose and no idea what would come next. I have watched what comes next more times than I will admit in public. This post is 25,000 characters long. It is a list of reasons why you should watch it too. Read as much as you want, but understand one thing before you start: the video is the only part that matters, and this is everything the video doesn't have room to say. Sound on. Phone in both hands. Do not skip. I'll be here when you get back. THE NUMBER THAT SHOULD BOTHER YOU Let me start with two numbers. The first: commonly cited estimates put the world's stray dog population at around 200 million. Two hundred million animals with no address, no bowl with their name on it, and no one who would notice if they didn't come back tonight. The second number is one. That is how many people had to be on that road, at that exact minute, looking in that exact direction, in a good enough mood to stop. Not two. Not a crowd. One. Here is what nobody says out loud: for every dog you see rescued on camera, there are millions the camera never reached. We don't see them because no one was there. The videos that reach you are not a sample of reality. They are the winners of a lottery so brutal that Powerball looks like a coin flip next to it. So when one of these lands in your feed, don't scroll past it like content. Treat it like what it is: a statistical miracle that happened to end well. And miracles have a structure. Let's take this one apart. FIVE LINKS. BREAK ONE AND THE STORY DOESN'T EXIST. Link one: the dog has to survive long enough to be seen. Roads are not built for small animals. Vehicles do not slow down for shapes on the asphalt. Every hour out there is a coin flip the animal has to win again, and again, and again. Link two: someone has to be present. Not nearby. Present. Eyes up, phone down, brain not busy replaying the argument from breakfast. Link three: that someone has to notice. It sounds simple. It isn't. The human brain is a filtering machine, and a small animal on a road becomes a plastic bag, a shadow, a piece of tire. The most common reason a dog is not rescued is not cruelty. It is that nobody registered it as a dog. Link four: the person has to stop. This is the link that snaps most often. Seeing is free. Stopping costs you time, comfort, a schedule, and possibly the mood of your entire day. Link five: the dog has to let them. An animal that has learned that hands mean pain has every biological reason to run. Trust is not a given. It is a negotiation, and the dog holds the veto. Five links. All five held. Remember that when you press play. You are not watching a nice story. You are watching a chain that should have snapped at least four times. THE PEOPLE WHO KEEP DRIVING In 1968, psychologists John Darley and Bibb Latane published a set of experiments that changed how we think about helping. The finding was uncomfortable: the more people who witness an emergency, the less likely any one of them is to act. They called it diffusion of responsibility. Everyone assumes someone else will handle it. So nobody does. Later research added nuance. When an emergency is clear and dangerous, people step in more often than the original theory predicted. But the core insight has survived half a century of testing, because it describes something every one of us has felt: the small, quiet voice that says, somebody else will stop. Now picture a road with no crowd at all. No audience. No one to hide behind. No one to blame. Just you and a decision that is entirely, inescapably yours. That is the situation the person in this video walked into. And the reason it is worth your attention is not that they did something impossible. It is that they did something small, and it turns out small is exactly what almost nobody does. You don't need to be a hero. You need to be inconvenienced. THE FACE IS THE RESUME In 2013, researcher Bridget Waller and her team studied dogs in a UK shelter and asked a simple question: what makes one dog get adopted faster than another? It wasn't size. It wasn't age. It wasn't coat color. It was one tiny facial movement: the raising of the inner eyebrows. The move that makes a dog's eyes look bigger, softer, almost sad. Dogs that did it more often were chosen faster. Six years later, a study led by Juliane Kaminski found out why that movement is so easy for dogs and so hard for wolves. Dogs have a small muscle around the eye that wolves largely lack. Over thousands of years of living beside us, dogs evolved a way to make their faces speak our language. Read that again. A species rewired its own anatomy to be understood by another species. No other animal has done this to us. Nobody taught them. Nobody forced them. They looked at us, worked out what we respond to, and grew the tool. Now look at the face in this video. You will know the second you see it. That is not a coincidence, and it is not luck. It is fifteen thousand years of engineering aimed directly at your chest. THE ONLY LOOP LIKE IT ON EARTH In 2015, a Japanese team led by Miho Nagasawa published a result in the journal Science that made researchers stop and reread the abstract. When a dog and its owner look into each other's eyes, both of their oxytocin levels rise. Oxytocin is the bonding chemical, the same one that flows between a mother and her newborn. Dog looks at human. Human's oxytocin rises. Human looks back, touches, talks softly. Dog's oxytocin rises. Which makes the dog look longer. Which makes the human's oxytocin rise again. A feedback loop of affection, running across two species, powered by nothing but eye contact. Here is the part that gets me: the effect did not show up the same way in wolves raised by humans. The loop is not just training. It is something that evolved between us. So the next time someone says a dog is just responding to food, tell them there is a peer-reviewed study that disagrees. And keep this fact in your pocket for the video. Because at some point, a moment of eye contact happens in it, and I want you to know what is really going on in that room. THEY CAN SMELL WHAT YOU'RE HIDING Humans have roughly 6 million scent receptors. Dogs are commonly cited as having around 300 million. A large share of a dog's brain is devoted to processing smell. What you experience as a room, a dog experiences as a layered document: who was here, how long ago, and how they felt. In 2022, researchers at Queen's University Belfast tested something remarkable. They collected breath and sweat samples from people before and after a stressful task. Then they asked dogs to tell the samples apart. The dogs got it right nearly 94 percent of the time. Your body broadcasts your emotional state as chemistry. You cannot turn it off. You cannot fake calm. A dog reads your fear, your tension, your irritation, before you have opened your mouth. Which means every rescue is, at its core, a test of one thing: are you actually calm, or are you performing calm? The dog knows. It always knows. And that is why what happens in the first few seconds of this video matters more than anything that comes after it. Watch the body language. Watch how slowly things move. Watch what is not done. THE MOST IMPORTANT MOMENT IN ANY RESCUE IS THE ONE WHERE NOTHING HAPPENS Animal behaviorists describe fear responses in four flavors: fight, flight, freeze, and fawn. Fight is what people expect. Flight is what most strays do. Freeze is what looks like calm but isn't. And fawn, the desperate, wiggling, please-don't-hurt-me appeasement, is the one that breaks your heart the fastest, because it looks like friendliness and it is actually terror. Rescuers who have done this hundreds of times will tell you the same handful of rules. Don't loom. Don't stare straight into the eyes. Get low. Turn sideways. Slow everything down until it feels absurd. Let the animal close the last few feet on its own terms. The hardest instruction, and the one most people can't follow, is the last one: do nothing. Every instinct you have says reach out. Grab. Fix. Take control of the situation. And every good rescue begins with someone who did the opposite. Who made themselves small, patient, and boring, and waited for a frightened animal to decide that the safest thing in its whole world might be a stranger. You are about to watch someone do exactly that. Notice how little they need to say. THE TEARS THEY WON'T PUT IN THE HEADLINE Scientists are careful people. They do not like to say "dogs cry." But in 2022, a team from Azabu University in Japan, led by Takefumi Kikusui, measured tear volume in dogs during reunions with their owners. The result: tear volume rose significantly compared with reunions involving other familiar people. And when researchers applied oxytocin to the dogs' eyes, tear volume rose again. Not sadness crying. Not the crying we do. Something else, something closer to overflow. The body producing water at the exact moment the heart has more in it than it can hold. Nobody has proven that this is the same thing we feel. Scientists will tell you that, and they are right to. But here is a question worth sitting with. If an animal's eyes fill with water when it sees the one being it has decided to trust, what exactly are we arguing about? Watch the eyes in this video. Then tell me what you think you saw. ONCE IT HAS A NAME, IT STOPS BEING A STATISTIC In 2007, psychologist Paul Slovic and colleagues ran an experiment on generosity. They showed people a fundraising appeal for a hungry child, and then a second version that added statistics about millions of other children in the same crisis. More data. More context. More reasons to care. Donations dropped. Slovic called it psychic numbing. The human mind can hold one face. It cannot hold two hundred million. When a tragedy becomes a number, empathy quietly switches off, and we don't even notice it happening. This is why one named animal in one small video can do what a hundred reports full of charts cannot. It gives your brain something it can actually care about: a single life, with a face, a fear, and a future that could go either way. The stray population is a statistic. A dog is a story. And stories, unlike statistics, come with a name at the end. When you reach that moment in the video, pay attention to what it does to you. Notice the small shift in your chest. That is the sound of a number turning into a person, or close enough. THE WORD FOR WHAT YOU'RE ABOUT TO FEEL Researchers have a name for the feeling you get when something touches you so suddenly that your throat tightens and your eyes sting. They call it kama muta, Sanskrit for "moved by love." Anthropologist Alan Fiske proposed that it is a distinct emotion, triggered by a sudden intensification of closeness. Two beings who were strangers become bonded. Someone who was alone becomes part of something. People across many cultures describe the same set of signs: warmth in the chest, goosebumps, a lump in the throat, tears they didn't plan on, and a strong urge to hug someone or hold something. Here is what makes it useful and not just sweet: kama muta is one of the most reliable emotional responses we have. It shows up when reunions happen. When a stranger helps unexpectedly. When an animal, after a long time alone, is finally held. You've felt it. You just never had a word for it. Take note of the exact second it hits you in this video. I promise there is one. And if you're the kind of person who says "I never cry at videos," I would like to schedule a follow-up. WHY YOU'LL WANT TO BE A BETTER PERSON AFTER ONE MINUTE Psychologist Jonathan Haidt studied a related feeling and gave it a name: elevation. Elevation is what you feel when you watch someone do something morally beautiful, quietly, with nothing to gain. It is not envy and it is not admiration. It is an urge, physical and immediate, to do something good yourself. In studies, people who experienced elevation were more likely to help others afterward, more likely to volunteer, and more likely to describe wanting to become better versions of themselves. Read that as a design spec. A short piece of true, unstaged kindness can change what a person does in the hour after they see it. Which is a strange, lovely thing for a phone to be capable of. We spend so much time discussing what social media does wrong. Nobody wonders what would happen if the best five percent of it, the small, real, human moments, were the part that traveled farthest. Let this one travel. It has earned it. THE RARE THING: SOMETHING TRUE THAT WINS In 2018, researchers at MIT published a study in Science that analyzed millions of tweets. The result was grim: false news spread significantly faster and further than true news. False stories were about 70 percent more likely to be retweeted, driven largely by surprise and disgust. The lesson most people took away was that this platform rewards outrage. I want to take a different lesson. If false stories win because they trigger strong emotion, then true stories can win too, as long as they trigger stronger ones. A video with no villain, no scandal, and no argument. Nothing to be angry about. Nothing to dunk on. A rescue that is exactly what it looks like. That kind of content should lose on this platform. It has no fuel. And yet every so often, one of them breaks through and reminds everyone what this place was supposed to be. I am not asking you to like it. I am asking you to notice that you had a choice about what to feed today, and this was one of the options. SOME FRIENDSHIPS SHOULDN'T WORK Somewhere near the end of this video, a second character enters the story. I won't tell you who. I won't tell you what happens. I will tell you that if you have ever read anything about instincts, hunting drives, or the way certain animals are supposed to see each other, this moment will quietly rearrange your assumptions. Behaviorists talk about prey drive as if it were destiny. It is not. It is a tendency, and tendencies can be softened by experience, by safety, by being raised, or re-raised, in a place where no one is afraid. The same dog that once had to look after itself alone can, in a different life, learn that the world contains creatures that are not threats or meals. Only neighbors. That is the most hopeful idea in behavioral science, and it usually gets buried in footnotes: what an animal was is not the same as what an animal can become. The same is true for most of us, incidentally. But that is a different post. Stay for the ending. It is the reason I am writing this at all. THE PART THE INTERNET NEVER FILMS Every rescue video has the same shape: the meeting, the rescue, the transformation, the happy ending. It is edited that way because it is the only shape that gets watched. But ask anyone who has actually done this, and they will tell you the truth is in the gap between the second and third act. The first night. The first week. The first time a dog that has never lived indoors realizes there is a floor that doesn't move, a door that closes without danger, and a bowl that will be full again tomorrow. Rescuers have a rule of thumb for this, the 3-3-3 rule. Three days for a dog to decompress. Three weeks to start learning the routine. Three months to feel truly at home. It's not science, exactly, just a shorthand built from thousands of adoptions. But it captures something real: safety is not a switch. It is a process, and the animal has to believe it slowly, one uneventful day at a time. That means the happiest scenes in this video are not the ones that look like celebrations. They are the quiet ones. A dog that stops scanning the room. A body that finally lets go. Look for the moment the shoulders drop. Once you see it, you'll never unsee it. THE COST OF STOPPING: NINETY SECONDS Let's do the math on the thing that most people are afraid of. How long does it actually take to stop for an animal in trouble? Not the whole rescue. Just the decision, the pulling over, the first attempt. Ninety seconds. Sometimes less. Ninety seconds is the length of a bad song on the radio. It is the time you spend waiting for a light to change. It is a scroll through a feed you won't remember. And on the other side of those ninety seconds is the difference between a living animal and a statistic. I'm not saying this to make anyone feel guilty. Guilt is a terrible motivator. It makes people avoid the feeling instead of acting on it. I'm saying it because the barrier is almost always imagined. We inflate the cost of helping in our heads, and the imagined price is what stops us, not the real one. The person in this video paid the real price. It was small. What they got in return is something no one could have planned for. That is the part you should watch closely. IF YOU'RE EVER THE ONE ON THAT ROAD Save this section. Someday, someone reading it will need it. Put your safety first. Pull over where it's safe and turn on your hazard lights before anything else. A second accident helps no one. Do not chase. A frightened dog runs faster than you and directly into the worst possible place. Chasing turns a rescue into a pursuit. Get low and go slow. Sit down if you can. Turn your body sideways. Avoid direct staring. Speak softly, or don't speak at all. Use food, if you have any. Something plain, tossed a little closer each time, works better than any technique. Check for a tag and, if you can get near enough, ask a vet or shelter to scan for a microchip. Someone may be looking for this animal right now. Call for help early. Local rescues, animal control, and vets can handle what you cannot. Sometimes the bravest thing you can do is make the right phone call. Take photos and note the location. If you can't keep the animal, those details are what let someone else finish the job. None of this is complicated. The reason it is rare is that most people have never been told that it is allowed. You are allowed. THE REAL STAKES OF A SMALL DOG Here is a bigger picture, and it's a heavy one. Millions of companion animals enter shelters every year in the United States alone. That is just one country. Many are lost pets that never get reclaimed. Many are strays. Many are animals whose owners ran out of money, time, or hope. Shelters are often crowded, underfunded, and staffed by people running on love and very little else. Every animal that finds a home, or a foster, or a stranger with ninety seconds to spare, frees up a space for the next one in line. That means every single rescue is bigger than the animal in it. It is a small change to a very large system, and the system is nothing but small changes stacked on top of one another. This is not an argument for guilt. It's an argument for scale. One dog saved is one dog saved, but it is also proof of concept, a demonstration that the chain can hold, that the odds can be beaten, that a person and a road and a decision can end well. And proof of concept is contagious. That is why you are seeing it. WHO REALLY GOT RESCUED? If you talk to people who have taken in strays, you'll hear the same sentence over and over, in different words. "I thought I was saving him. It turned out he was saving me." Skeptics roll their eyes at that. It sounds like a greeting card. And research on pets and wellbeing is more mixed than social media would like. It doesn't say every dog fixes every life. But there is something real underneath it, and it's not mystical. A dog is a machine for creating routine, attention, and reasons to leave the house. It needs you at a certain hour. It notices when you come home. It doesn't care about your job title, your follower count, or what you failed at last week. For some people, that is the first unconditional witness they have had in years. The rescue, in this light, is not one-way. Two lonely creatures, one who knew it and one who didn't, found out that they could take care of each other. Nobody can prove that from a video. But there is a version of the story that runs in the background of every rescue, and you can feel it if you let yourself. Tell me whether you feel it here. THE ATTENTION PARADOX Here is a strange fact about the platform you're reading this on. The average post gets a glance. A few words, a flick of the thumb, gone. Brands spend billions every year trying to buy three seconds of your attention, and most of what they buy evaporates before it lands. And yet a video of one dog, with no budget, no celebrity, and no script, can hold a stranger for a full minute. Without a single trick. Why? Because attention is not really about tricks. It is about stakes. Your brain is built to track living things whose outcome is uncertain. The moment there is a creature on screen and you don't yet know if it will be okay, some ancient part of you leans in and refuses to look away. That is the secret behind every great story ever told. Someone we care about. Something that could go wrong. A question we need answered. Marketers call it a hook. Your nervous system calls it worry. This video has both, and it pays off the worry honestly, which is why you leave feeling better instead of used. That is rare enough to deserve a full minute of your life. HOW TO WATCH THIS Most people will watch it wrong. They'll half-look at it between two other things, mid-scroll, thumb already moving. Here is how to get the actual effect. Turn the sound on. There is more happening in the audio than you expect. Make it full screen. This is a story about faces, and faces need room. Watch the first ten seconds without expecting anything. The film is quiet at the start. That is deliberate, or at least it works as if it were. Do not skip ahead. The whole thing depends on the distance between where it starts and where it ends. Skip the middle and the ending is just a nice clip. Then, once it's over, watch it again. The second time, you won't be watching for the story. You'll be watching for the small things you missed: a hesitation, a glance, a change in how a body carries itself. That second watch is where it gets you. I said I have watched it more times than I'll admit. That is the honest reason. It doesn't wear out. It gets deeper. THE CHALLENGE I want to try something with this post. If the video moved you, leave one comment: the second it happened. Not a review, not an analysis. Just the moment. I'm curious whether it's the same one for everyone. My guess is that it isn't, and that the spread of answers will say more about what people carry around with them than about the video. If it didn't move you, that is fine too. I'd like to hear that as well. Honest is better than polite. And if you have ever been the one who stopped, and I know some of you have, write that instead. Tell the story in two lines. No one has ever regretted the ninety seconds. Someone reading this thread might need to know that. Reposting this is the simplest way to put it in front of someone who's scrolling right now, in a bad week, thinking that nothing good happens by accident anymore. Something did. THE LAST THING Let me end where I started. A dog made a decision on an empty road. It could not have known how it would turn out. It had no reason to believe that the next hand would be different from the last. It went ahead anyway. That is the whole difference between a life that changes and one that doesn't. Not certainty. Not a plan. A willingness to move toward the unknown when the alternative is more of the same. The animal in this video did that. Then someone did the same in return. That's it. That's the entire story. Two beings, each of whom took a small, terrifying step toward the other, and a road that was, for a few seconds, the most important place in the world. Scroll up. Press play. Watch the ending. Then come back and tell me I was exaggerating. P.S. If you read all of this, you are exactly the kind of person this video was made for. Most people never make it past the first screen of a long post. You did. That tells me you are someone who stays: through the slow part, through the uncertain part, all the way to the end. Which is, when you think about it, the only quality that mattered in the story you're about to watch. Follow for more like this. I only post the ones that earn it. Bookmark it for days you forget the feeling. #Rescue #DogsOfX #SecondChances #AdoptDontShop #Dogs #AnimalRescue #RescueDog

Earth Unveiled

14,618 görüntüleme • 3 gün önce

The multi-leader blockchain endgame: competitive information inclusion as a self-reinforcing mechanism for global price discovery - how we got here, and why Aptos is leading the charge Onchain trading is the killer app In the nine years since the launch of programmable transactions on the Ethereum blockchain, onchain trading has revealed itself as the killer use case for blockchains: onchain listings, volume, and total value locked are all growing with no signs of slowing down, due to the censorship-resistant, permissionless, 24/7/365 qualities afforded by decentralized (DeFi) systems. Monolithic parallelism is key In 2020 Solana was first to market with monolithic, parallel execution (as opposed sharded execution which offers parallelism by partitioning global state into separate information silos), establishing a new design paradigm that raised the bar for throughput and latency: put all of the information in one replicated state machine and make it run as fast as possible. This design produces a single, global hub for activity, liquidity, and token launches, a kind of financial data whiteboard in the sky, where anyone can come and trade at any time with everybody else who has plugged into the system. DEXes are becoming more competitive Historically decentralized systems have been juxtaposed with centralized ones since the latter eliminates the overhead associated with distributed systems coordination. And yet despite this overhead, Solana as a decentralized exchange (DEX) is still pulling in billions of trading volume per day, exceeding that of all but the largest centralized crypto exchanges (CEXs), that simply can't compete with the giant DEX in the sky on token listings or fees. After all, CEXs have to pay for server space, salaries, and lawyers, while a DEX outsources everything. The colocation arms race The one place where CEXs have an advantage over DEXs is on end-to-end latency for colocation applications, or in other words: someone sets up a trading bot in the same data center as the exchange, and their trades get to the exchange faster than everyone else's. When there is only one data ingestion point the fastest trader wins, and after the arms race has played out everyone ends up huddling around the trading hub, effectively cutting off the rest of the world from playing the latency trading game. This is the model that traditional securities exchanges like the Nasdaq or the NYSE 🏛 employ, and because they own the server they can effectively charge whatever they want for access to it. The colocation arms race is also why L2s will probably never decentralize: running the sequencer is practically the same as running the NASDAQ, with the same monopoly on transaction fees collected from a nearby cluster of trading bots (I understand from conversations with Logan Jastremski that the Arbitrum arms race has already hit a Nash Equilibrium in Portland, Oregon). Colocation is a trap But once the colocation arms race has played out, trades become less about incorporating new information in the market and more about skimming off the top by spoofing all of the trades coming in from the other bots. High-frequency trading (HFT) bots located in the NYSE New Jersey data center, for example, are constantly placing buys and sell orders that they have no intention of executing, just to spoof the other colocated bots who are playing the same adversarial game. Information inclusion, on the other hand, the synthesis of real-time world events into prices, takes a back seat because anyone who tries to include new information first needs to batch up their order and send it through a series of middlemen before it ultimately ends up on the exchange: you, I, or practically any other individual can not actually "trade on the NASDAQ", no, we have to express our intent to someone like Robinhood, who then sells our order flow to @CitadelSecurities, who then sends it to the exchange, oh and by the way it doesn't actually even "clear" or "settle" once it "executes" because for whatever reason the whole systems splits these things up and prevents them from happening instantaneously even though it's 2024 and we have computers. Onchain trading cuts out middlemen This whole mess is why we have onchain trading, and why it's starting to win: if you want a mainline to the exchange, without setting up a server, and you want to trade on a news event without getting immediately frontrun by an HFT bot that is sniffing out the trades of every other HFT bot who is easing in batched up order flow on their own terms, then you submit your order to a node in the blockchain and the information gets included in the price upon ingestion. Oh, and by the way the trade is actually fully complete: settled, cleared, reconciled, done, whatever you want to call it, because the people who build decentralized finance (DeFi) build it how it should actually work, not in a way that creates a million incumbents and charges exorbitant rents for access to the system. Onchain trading better for price discovery And the beautiful part about this is that even if a distributed system has more latency than a centralized system, DeFi still ends up incorporating more information into the price faster than centralized finance, because with DeFi the information gets included in the system as soon as it is submitted, not after it has been batched up and sent through a series of middlemen. The consensus mechanism of the blockchain disseminates the information around the world in the form of a price update, while the centralized exchange model requires information about the event to first get propagate to the region of the trading hub, then to get submitted to the colocation server. This means that in terms of global price discovery, onchain trading is strictly a better system because the entire consensus model is based around accelerated information propagation. Because price discovery is a global phenomenon, blockchains, which are global, are actually better than the centralized status quo, on a performance basis, not just from an ideological or convenience-based view. And it has to be multi-leader In practice, effective global information synthesis of information has an additional key requirement: multi-leader architecture. That is, in a single-leader blockchain like Solana, where one validator at a time has a monopoly on ordering transactions into blocks, for their duration as a leader they effectively function as a colocation server. This means that if the current leader is in New York, someone in Singapore who wants to trade on local news as soon as it breaks will still need to get their order all the way around the world to the leader, who is effectively serving as the chain's data ingestion point, before the order can start propagating through the network. But this is issue solved by the introduction of multiple distributed leaders, because then anyone with access to new information can submit their order to the leader closest to them, yielding faster information inclusion in the form of price updates. Multi-leader is also required for fair markets A multi-leader architecture is also required for fair markets, because in a single-leader system the leader has the power to censor transactions, reorder them to their advantage, or even replace transactions with copycats that extract maximum value by replacing the sender's address with their own. For example if someone wants to capture an arbitrage opportunity between two onchain DEXes, they'll need to submit a transaction to the leader and trust that the leader won't simply copy the transaction and submit it themselves. But when there are two or more leaders, users whose transactions are censored by one leader will simply work with a different leader the next time around, eventually cutting off transaction fee flow to the extractive leader. Beyond just strict inclusion, in a multi-leader architecture validators are also forced to compete with each other on latency, because the leader who is fastest at disseminating users' transactions across the network will over time gobble up the largest share of the order flow. Transparent priority fees are a must, or a private mempool will emerge But in order to make this work, a multi-leader architecture must also offer users the ability to pay priority fees AKA "tips" or "bribes" to move their transaction to the front of the line: if there is a $5 arbitrage opportunity onchain, users need to have assurance that they if they pay a 4.99 priority fee to take that arb, they will get priority over a different user who is only willing to tip 4.98. If the native blockchain system does not offer this fair market priority fee mechanism, then it is only a matter of time before one spontaneously emerges in the form of a private mempool like , which can create centralization pressures and undermine the integrity of the system as a whole. Competitive payment for order flow is the stable solution With the right architecture in place, the end result is a competitive environment where endpoints running maximum extractable value (MEV) bots compete with one to offer users the best price for their order flow. In other words, if a user wants to submit an order that can get sandwich attacked for as much as $2 of MEV, then the order should ultimately go to the endpoint bot that is willing to pay the user as much as $1.99 for the right to process their transaction. The price that the provider is willing to pay is ultimately a function of how much in priority fees they might need to pay to the current leader (0 they are the current one), but notably at each stage there is a competitive market for order flow, whether in the form of retail trader's orders, or priority fees among bots that might be forwarding orders to one of the leaders. AptosLabs is already building all this With a public mempool and transaction priority fees, Aptos additionally includes a pipelined architecture that already includes concurrent batching of transactions into blocks, with a single consensus leader who propagates the batched blocks out to the network. And the team is already researching running multiple instances of the consensus algorithm in parallel, yielding multiple consensus leaders who can compete with each other on latency and inclusion - just ask pranav | Shelby, Alexander Spiegelman, and Zekun Li. This means that block times can shrink as the number of consensus leaders grows, with each leader having its own geographical radius of inclusion beyond which it makes more sense to submit to a different leader. The starting point? Something like 60 ms blocks and 3 consensus leaders, partitioning the global information space into competitive and constantly-rotating regions of information inclusion. Messaging is important With concurrent pipelined transaction batching, a public mempool, priority fees, and a clear path to a multi-leader architecture, Aptos leads the industry in onchain trading infrastructure that can truly supplant the centralized colocation paradigm that has heretofore dominated global finance - by offering a truly superior product. And I am hopeful that this deep dive is the first step in communicating not how or that superior product is getting built, but what it means from a bigger picture perspective. If blockchains have found product market fit in anything, it is in trading, and the trading game can only be won by building the biggest, baddest, most high performance system that has as its north star a single, concrete goal: constantly reducing, ever lower toward zero, time time it takes to incorporate information from anywhere in the world into the global price discovery computer. Whoever does this, even 1 ms faster than the competitor, wins the price discovery game, as other blockchains are left in the dust, their DEXes arbed away to zero against the fastest chain on the block. And sure, the blockchain that can rise to this challenge can also handle useful things like payments, NFTs, or other solutions that benefit from permissionlessness and low gas costs, but I want to impress that at the core of this pursuit must be the urge to drive down information inclusion latency to the absolute minimum afforded by the laws of physics through a competitive, market-driven environment. I call on avery.apt 🇺🇸 , CTO of Aptos Labs, to lean in on this messaging, to make it clear that Aptos is here for this singular mission, to build the most performant price discovery engine in history, as a rallying call for alignment in development efforts across the ecosystem and broader industry. Where does this go? As the latencies drop, the spreads tighten, and the information inclusion increases with every incremental increase in network bandwidth, we can expect a new class of competing techno-financial hubs that aggregate around the world's largest information sources: New York, Washington DC, London, Tokyo, etc., commanding stake distribution commensurate with the density of information flow in these respective locales. With the right incentives in place, competing concurrent leaders will invest ever more in infrastructure to get their packets out to the network faster than the rest, yielding clusters of fiber optic cable around the world's financial hubs, neurons in the global financial brain connecting not just HFT firms to servers in their city, but connecting every city with every other city, to move pricing information across oceans and continents. And retail traders, who have been left out of the colocation game, will only benefit: this entire system gets faster, more inclusive, with tighter spreads and lower fees, and it is such an amazing opportunity to watch all of this unfold in real time. The future of blockchains is the future of trading, is the future of competitive information inclusion in real-time, is the future of truly unified global markets, because at the the core of this industry is a simple idea: connect the computers, and see where the incentives lead. They lead to this, and Aptos is leading the charge, because its tech is purpose-built for this exact purpose. So tell the world about it.

Alex Kahn

24,541 görüntüleme • 1 yıl önce

My fellow Kenyans, Many of you have seen my recent posts about the deadly cancer that is corruption in our country. In my last post, I tried to paint a picture of the disconnect between our potential as a country and the economic circumstances we find ourselves in today, and the connection between corruption and the incalculable pain and suffering and cruelty that is meted out every single day to the most vulnerable among us by thieves operating out of public office. And after covering the goings-on in Mandera County, I told you that in my honest opinion, our governments exist to cater for the filthy-rich lifestyles of the vilest and most corrupt among us, at the expense of everyone else. I received tremendous support from all of you, for speaking on behalf of so many struggling Kenyans who don’t have a voice, or the audience necessary to spark the much-needed discussion about where we are heading as a country. But even with all that support, I have received messages asking me to be careful. One compatriot told me: “prepare to be relentlessly pursued, threatened, enticed, guilt-tripped, and gas-lit”. This is from a someone who knows how our government operates, and how it uses violence and its monopoly on power to silence those who question why politicians are stealing so much. I am not naive about the dangers of speaking up and calling out thieves who control state machinery, and who possess the ability to shut me up in a few seconds. But I will tell you why we CAN NOT and MUST NOT keep quiet. In November of 2023, I stumbled upon the story of a young man from Turkana, Calvin Esekon Esewit , who, despite scoring an A-, and getting an acceptance into medical school, spent two years not knowing whether his dreams of becoming a doctor would ever come true. I was moved by that story in a way that I can never adequately explain. I could not understand how it is possible that, in our country, a young man who appears to be every parent’s dream child can spend two years in limbo while we as a country possess the ability to invest in our best and brightest. And so, I spent weeks trying to chase down Calvin to see how I could help him attend college. After a lot of searching, I finally found Calvin, and by this time he had managed to get some help and is now in college. While this story has a great ending, it did not to be this way. And we know that the number of cases that end like this, with some success, are a small fraction of those ones which end tragically, with broken dreams. This is what happens when corruption consumes anything and everything in a country. It destroys lives. See attached video to learn about Calvin's story. I tell you all this story because it provides context to today's topic. For one story like this one that you see on the news, there are millions that never make the news. But they are real situations, nonetheless. There are millions of your compatriots who are devastated by this killer cancer of corruption that is perpetuated by people that you and I have put into public office ostensibly to improve our lives. They go into these offices and abuse the trust you bestowed upon them and deny you and everyone else a decent opportunity in life. You see, Calvin and millions of other victims of this shameless level of corruption and plunder have no voice, and no real ability to look the thieves that are destroying lives and generations of Kenyans in eye and tell them to stop this unbearable pain and the cruelty. This is the reason I embarked on this journey to attempt to expose this shameful situation. Watch the attached video of Calvin’s situation, and I am sure that you will agree that the millions of Calvins in our country need a voice, NO MATTER THE RISK. The thieves that are destroying the futures of millions of children just so they can have beachside homes in Miami, Dubai and other places count on the idea that most people will fear for their lives, and therefore not speak up. They count on the growing apathy in the Kenyan psyche. But we cannot give in to that. We cannot cower to thieves. We must look them straight in the eye and tell them that they MUST STOP. If we don't, our children and their children are guaranteed the same level of cruelty. And so with that, today I want to talk about the utterly insane crime scene that is Turkana County. I don’t know any other way to describe it, other than, it is a “shit-show”. Just follow along, and let me know if you disagree. As I did in my previous commentary, I will ask you to indulge me a little bit, and allow me to use a couple of pictures, because pictures speak louder than a thousand words. The first picture shows the state-of-the art County Government offices, that the County Government of Turkana decided to invest an ungodly amount of money on. Close to a billion shillings. The second picture is a classroom in session. In Turkana County. These two realities are occurring in parallel in the same county, at the same time. Ladies and gentlemen, let me just tell you that I do not go out of my way to find bad news. I want stories that would help re-affirm our belief in the fundamental decency of human beings. When I find good news as I review these Counties’ decisions and how they behave with our resources, I will be the first one to report it to you. But I don’t have any good news today. I have bad news. If you read my commentary yesterday and were offended by what you saw, I am afraid you might not make it to the end of this article, because what you will hear will be quite shocking. The cancer of corruption, particularly at the County Government level, is worse than your wildest imagination. And so, as I like to do, I like to start off by putting some numbers on the table for us to use as reference points. Bear in my that all the information I put in this article is publicly available. Nothing came to me through a whistle blower. The first number is KSH 100 Billion. With a B. In the last decade or so, you and I, through the National Government, has sent over KSH 100 billion to Turkana County. To support recurrent expenditure, and development. For example, in the 2022-2023 fiscal year, we sent KSH 12.6 billion. In the 2021-2022 fiscal year, we sent KSH 11.4 billion. And on and on and on. The second number is 1 million. This is the population of Turkana County. The third number is KSH 18.4 billion. This was Turkana County’s budget for the 2022-2023 fiscal year. The fourth number is KSH 190 million. This was the amount of money that Turkana County was able to generate on its own accord within the county, from all its investments and other activities in the period in question. This number is an important proxy, in my view, for the value of the county’s economic prospects for the foreseeable future, and to people that are not driven by greed and corruption, would be an important consideration when they are thinking about how and where to deploy your money as taxpayers. If you are doing the math, Turkana County, for the 2022-2023 fiscal year, was only able to raise 1% of the funds needed to keep the lights on. 99% came from you and I, and a tiny amount from grants. The next number is KSH 129, 040. This is the average ANNUAL [emphasis added] income of a resident of Turkana County ( Keep that number in mind when we are discussing the massive theft of public funds by Turkana County leaders. The next number is 80%. 80% of the residents of Turkana County live below the poverty line. They have a really difficult time putting food on the table. ( The next number is KSH 12 Million. This is the basic salary of the Governor of Turkana County before other benefits that, as I explained yesterday, can often double the salary. Remember the “housing allowance”, the “hardship allowance”, the “commuter allowance”, the “risk allowance”, the “extraneous allowance”, etc.? Remember that? I still cannot figure out, for the life of me, what “extraneous” means in the context of County business, but we don’t time to dwell on this. The next number is 93. The Governor of Turkana County makes 93 times the average Turkana County resident’s annual income. 93 times! The next number is 82%. This was the percentage of people that were illiterate in Turkana County in 2013 ( Could not read or write. A point to note about the above literacy figure. Ten years later, and despite over KSH 100 billion is spent in Turkana County, including many billions for education, that literacy rate HAS NOT CHANGED ONE BIT. Only 20% of the population can read or write today. ( KSH 829 million. This is how much it cost to build the County Government offices. Yes, the ones shown in the first picture. KSH 120 million. The County Government decided that it was prudent to pay a contractor KSH 120 million to construct the Governor’s personal residence. Get this, even after this payment, no construction took place. The money was stolen. All of it. KSH 90 Million. This is the amount that the County Government paid to another contractor, to build the Governor a mansion, having previously lost KSH 120 million. So, the tally for the Governor’s residence now stands at KSH 210 million. Never mind that the limit allowed by law is KSH 45 million. KSH 5 billion. In the last days of his term in office, an outgoing Governor of Turkana, Koli Nanok, EGH. , sought to inflate pending bills by adding KSH 5 billion so that it can be paid to his criminal cartel. KSH 5 billion. We have our key numbers, ladies and gentlemen, so let us discuss. So, we have a county that is dead last in literacy, and in the top 2 of the poorest counties in the republic. Only 20% of the population can read. The Governor earns 92 times the average citizen. The Governor lives in a house that cost over KSH 200 million. When he leaves his house in the morning, he goes to his office that cost KSH 829 million. And this is all happening when 80% of the County residents struggle to put food on the table. Those are the facts, and they are not in dispute. During the same time, the County Government geniuses decide to build the Speaker of the County Assembly a house. And a home office, and a garage. The house was initially estimated to cost KSH 75 million. But due to circumstances that not a soul in the government could explain to auditors, the contract expired before the house was completed, and the County Government found a new contractor to complete the job for an additional KSH 29 million. But this palace in the jungle worth apparently worth over KSH 100 million in Turkana County was not enough. The County proceeded to build the Speaker a guest house for another KSH 19 million, and a few other amenities, and so the whole cost went to KSH 276 million! The legal limit for a Speaker’s house is KSH 35 million, and they spent close to KSH 130 million just for one residence. By this time, I am sure you are getting tired of these obscene numbers. You and I work, and pay taxes. Nobody pays you 92 times the income your average neighbor is making. And for sure nobody will drop KSH 100 million to build you a house. These are the perks of working in government in a poor country. Go figure. And so, as a country, we need to answer for ourselves the question I posed yesterday, which is, what is the point of government? What is its role in our lives. If this level of criminality and pillaging can occur in our country in the midst of so much poverty, questioning the need for government is a totally valid question. I said in my last post that, when the average citizen looks at the thug on the street and the government, and is unable to discern any meaningful difference between them, that society from that point on is on its journey to becoming a failed state. A journey to anarchy. Over the last two months or so, Kenyans have been shouting at the top of their lungs, begging for their government to listen. To hear them out. Kenyans have asked that their government stop this unbelievable level of plunder. Dozens of Kenyans have died, thousands injured, and many more are missing today. To this day, the people that govern us continue to use the power of the gun to subdue Kenyans, until they can take everything in their sight. And so, as a society, we all have to ask whether today there is any difference between the thug on the street and our governments. Every Kenyan will have to answer this question for themselves. And before answering this question, everyone needs to remember the many Calvins in our society. Smart, upright children whose only crime is to be born in an unforgiving, lawless, and corrupt purgatory that is Kenya today. For myself, I have concluded that there is no difference between the thug on the street and our governments, county and national alike. If you can see any meaningful difference, let me know. I am willing to listen. So despite over KSH 100 billion in money sent to Turkana County, there is almost no measurable improvement in people’s life today. None. And it makes sense, when you look at how that money is spent. I want you to forget for a second the obscene obsession by the County Government with spending ungodly amounts of money on themselves. The houses, etc. If you step back and look at how the government is actually spending the hard-earned money on other things, you will be depressed. I am telling you that I wept three times in the middle of the night trying to make sense of this crazy situation in Turkana County. Three times. I have never imagined that human beings can be so greedy and cold-blooded. Think about this: In the couple of years I reviewed, the County spent around KSH 400 million annually in “tourism” initiatives, including marketing, and apparently upgrading certain facilities. KSH 400 million for tourism. In Turkana County. In 1 year. KSH 400 million per year in marketing and other money pits. The government’s own website says that the county gets around 3000 visitors per month. Around 36,000 per year. That’s them saying that, on their website. Are you curious to know the return on that KSH 400 million investment? I have an answer for you. Remember that I told you that the County has never raised more than KSH 200 million in a year within the county, despite its KSH 18.4 billion budget? Let me walk you through the breakdown of the absolutely embarrassing shit-show that is the County Government’s “own source revenue” operations. In 2022-2023, the County Government collected KSH 190 million locally against their KSH 18.4 billion budget. 1% of the budget. Remember, there is absolutely no requirement on the County to cut costs, or achieve certain local revenue targets today. So they raised KSH 45 million in single business permits, KSH 72 million in CESS, KSH 8 million in market fee, KSH 9 million in “slaughter fees”. And then finally, there is the return on the tourism investment that you were looking for. A whopping KSH 209, 000 in “park fees”. KSH 209,000 in fees, after investing KSH 400 million. And so, take this as an example and extrapolate it across the entire budget, and you can see how one can spend KSH 100 billion and get NOTHING in return. You don’t need to be a genius to see the absurdity of this situation. Let me explain using an example that should illustrate the utter dimwittedness of this situation. Remember the KSH 100 billion sent to Turkana by you and me? Part of this amount is supposed to be for “service delivery”, or “recurrent expenditure”. Usually about 70% of the budget. The balance, 30%, is designed to go to development projects. With that in mind, from KSH 100 billion, the County apparently has made KSH 30 billion worth of investments, right? 30% of the KSH 100 billion. Now, if you employed someone to run a business for you, and they asked you to invest KSH 30 billion, which is no small fortune, at some point you would have to start seeing returns, right? That’s common sense, isn’t it? So, when we look at the revenues streams that make up this paltry sum of KSH 190 million, and see things like “slaughter fees’ and “market fees”, what does it tell you? It tells me there is no real “development” happening in that county. Trust me, if you had real development totaling KSH 30 billion, you would have corporate taxes in the hundreds of millions or billions, a booming real estate market, rising wages and standards of living, etc., low unemployment, etc. You would not have 80% of the people living hand-to mouth, and a County Government that can not afford to support itself for 5 days out of the year that has 365 days! We do not have enough time, trust me, to deal with the shit-show that is Turkana County. Dealing with that mess would require a forensic team. I will just highlight a few of other “in your-face” type of theft of public funds, and then conclude my submission. A government that has a budget of KSH 18.4 billion annually, and which has never raised more than 1% of its budget had the wisdom to do the following with your money: · Spend KSH 222 million on a project building something that NOBODY uses. You got that right. They spent KSH 222 million on a facility that NOBODY uses. KSH 222 million gone to waste, in a county that is dead last in pretty much all measures of human progress. · Remember the County Government offices that cost KSH 829 million? The County spent KSH 82 million on “air-conditioning” for that building. · Despite the County Spending hundreds of millions for the top three officers of the County, the Governor and his Deputy, in the 2022-2023 year, illegally charged the county (you and I) KSH 2.2 million in housing allowance! · Built two facilities for KSH 16 million, that were completed, but NOBODY uses them. · Entered into a contract for the construction of a plastic use facility for KSH 13 million in 2021. The contractor gets paid KSH 4.9 million, and has never been seen since. · Paid out KSH 62 million in salaries that were not supportable in just one year. They could not point to anybody and say, that is who we paid. · Paid out KSH 27 million in legal fees that nobody could say what they related to. And the County’s Legal Advisor, who, in 2022-2023, had a budget of KSH 123 million, apparently did not know anything about it! · Had an outstanding bill at Kenya Revenue Authority in the amount of KSH 486 million, that did not show up on the County Government’s financial statements. Think about that. KSH 486 million owned to the Kenya Revenue Authority, and that liability is not on the financial statements! This only means that someone took those funds for themselves, which is why the liability would be missing from the county’s books. · Could not account for KSH 367 million in expenditures for 2022-2023. KSH 367 million, in unexplained expenses. · Awarded a contract worth over KSH 200 million to a bidder with no bank statement, against the law. This contract was entered into and approved before the statutory time after the bidding process lapsed. Someone was in a hurry to get paid. KSH 200 million, illegally awarded to a bidder who did not have a 6-month bank statement. · Apparently purchased KSH 1.5 billion in assets in 2022-2023, but kept no records of the said assets. For this reason, NOBODY can verify where these assets are located. KSH 1.5 billion. Let me just say this. In my last article, the most common critique was that it was too long. Too many words. I did not intend to make another long article. Trust me when I tell you this, we do not have the time to detail half of the problems in Turkana County. For just 1 year! We do not. Now, you recall my point about how societies descend to madness and anarchy. In our country today, our leaders are accusing those of us who are agitating for honest and transparent governance of being traitors to the country. They call us anarchists, criminals, and merchants of chaos. They are questioning our patriotism. You have all seen the government and its horde of propagandists threatening the Ford Foundation and others because they may have helped civil society keep the lights on, and investigative journalists to have the capacity to continue to do the Lord’s work of investigating criminality in government. As though citizens are so dumb and ignorant, that they cannot see what is going on. The reason why millions of Calvins in this country will never graduate from college and earn a decent living is not because of the Ford Foundation. No. It is because of the thieves we have in office today, like the ones in Turkana County. In this post, I copy our leaders, the President and his deputy. I copy them because I want them to help Kenyans understand the following conundrum, about crime and criminals. There is nothing so special or peculiar about criminals or where they pop up. There are criminals in the US, Canada, France, and other places. Just like we have criminals in Kenya. The difference between banana republics and failed states, and civilized societies, is WHAT we do to and about criminals. In civilized societies, criminals are prosecuted and punished heavily. They are shunned. In some places, those charged with serious crimes such as corruption are executed. These are societies that are committed to sending the message that corruption, which robs citizens of their rights, is not acceptable. And they demonstrate this commitment by heavily punishing those who steal from the most vulnerable in society. In Kenya, we see the opposite. Criminals are exalted. They are promoted and embraced in government. It was just last week that the president unveiled his nominees for his Cabinet. Among them, are the likes of Hassan Ali Joho, EGH. , @GovWOparanya , and Davis Chirchir, ALL people who have been accused or charged with massive corruption against Kenyans. And am sure you remember that I mentioned Koli Nanok, EGH. , the man who tried to steal KSH 5 billion in his last days in office. Would you believe it if I told you that he works in government, at State House? He plunded billions of your money, got no measurable improvement in the lives of his subjects, and now has a government job in State House. Let that sink in. And so, the question is, how is it that in a country of 55 million people, with thousands of highly qualified people who have never ever stolen from Kenyans, he ends up with the criminals and thieves in the government, despite the fact that their crimes are in the public domain? How is this possible? Is it possible that these thieves possess a certain unique ability to run government, save Kenyans billions, and solve problems in a way that the president performs a cost-benefit analysis, and the benefits outweigh the costs of their theft? If not, what message does it send to Kenyans, when their own president puts into office known thieves? I think that is a fair question, don’t you? Dr. Ekuru Aukot Rigathi Gachagua William Samoei Ruto, PhD Okiya Omtatah Okoiti Citizen TV Kenya Nation Breaking News TI-Kenya CNN County Government of Turkana

Bonnie Mwangi, CPA, LLM, MBA

107,583 görüntüleme • 2 yıl önce

Made $530,000 with Ai Bot that started with $313. Didn't know how to code. Now this bots run 24/7 printing money while sleeping. I've made the exact step-by-step guide to build this Claude Code Polymarket trading bot. Prompts. Code. Risk settings. Paper trading checklist. Everything from zero to running bot. It's free. For 24 hours. After that I'm charging $499 for it. To grab it right now: 1. Comment "Claude Bot" 2. Like and Retweet this post 3. Follow me Himanshu Kumar ( I can't send DMs to non-followers ) I'm DMing everyone who Complete the 3 steps. I spent hundreds of thousands hiring developers because he was too scared to learn. Then learned Claude Code. Built algorithmic trading systems. $313 → $530,000. You have the same tools available right now. And you're using them to ask ChatGPT for Instagram captions. This attached video is a goldmine. Full live walkthrough. Claude Code building actual Polymarket trading bots. From zero. Every line of code. Every decision explained. Now let me break down why everything you're doing in trading is wrong and exactly how to fix it. Save this post. You'll hate yourself if you lose it. ↓ Let's start with why you keep losing money. You already know the answer. You just won't admit it. You overtrade. Every. Single. Day. You see a candle move. You feel something. You enter. No plan. No edge. No reason. Just feelings. Then it goes against you. You feel something else. Panic. Anger. Denial. You move your stop loss. Or you didn't set one at all. "It'll come back." It doesn't come back. So you take another trade. A revenge trade. Bigger size this time. Because you need to "make it back." That one fails too. Now you're emotional. Now you're tilted. Now you're using leverage you have no business touching. 40x. 50x. 100x. On a trade you entered because a candle looked "bullish" and some guy on Twitter said "send it." You get liquidated. Close the laptop. Punch something. Tell yourself you'll be "more disciplined" tomorrow. Tomorrow comes. Same cycle. Same result. Same liquidation. You've been doing this for months. Maybe years. And you still think the problem is your strategy. The problem isn't your strategy. The problem is you. Save this post right now. What I'm about to show you is the only way to remove yourself from the equation. Follow Himanshu Kumar so you don't miss any of this. ↓ Here's what's actually killing your account. It's not the market. The market doesn't care about you. It's not your indicators. RSI works fine. MACD works fine. They all "work." It's not your timeframe. It's not your broker. It's not the "manipulation." It's four things: 1. Emotions. You hold losers because hope feels better than loss. You cut winners because fear feels stronger than greed. You size up when angry. You skip trades when scared. Your emotional state determines your position size. That's insane. And you know it's insane. But you keep doing it. 2. Overtrading. You take 15 trades a day. Maybe 5 of them had actual setups. The other 10 were boredom. Boredom trades are the most expensive hobby in human history. 3. Leverage. You use 20x-50x on trades where you're not even sure about the direction. That's not trading. That's a casino with a nicer interface. 4. Fees. You're smashing market orders. Paying spread. Paying commission. On 15 trades a day. Your broker makes more money from your account than you do. Think about that. Your broker is profitable on your account. You're not. You're the product. Not the trader. These four things are why 90% of traders lose. Not bad luck. Not the market. You. Save this post and follow Himanshu Kumar because the solution is coming next. ↓ The solution is painfully obvious. Remove yourself from the equation. Not partially. Not "I'll be more disciplined." Not "I'll journal my trades." Not "I'll meditate before trading." Completely remove yourself. Build a bot. Let the bot trade. You go live your life. The bot doesn't feel emotions. The bot doesn't overtrade. The bot doesn't use reckless leverage. The bot doesn't smash market orders and bleed fees. The bot follows the rules. Every single time. Without exception. Without "just this once." Without "I have a feeling about this one." Rules in. Execution out. No human in the middle to mess everything up. That's algorithmic trading. And before your ego jumps in with "but I'm different, I have discipline" — No you don't. Your account balance proves you don't. If you had discipline, your account would be green. It's not. So you don't. Accept it. Automate it. Move on. This is the hardest truth in trading. Your discipline will always fail. A bot's won't. Save this post. Follow Himanshu Kumar for the exact bot setup that removes your emotions permanently. ↓ "But I don't know how to code." Neither did he. The guy in this video didn't know how to code for most of his life. Got held back in 7th grade. People counted him out early. Spent years building apps and SaaS businesses without writing a single line of code. Hired developers on Upwork instead. Spent hundreds of thousands of dollars paying other people to build what he could have built himself. Because he was scared to learn. That fear cost him years. And hundreds of thousands of dollars. Sound familiar? You're doing the same thing right now. Not with developers. But with your time. You're spending thousands of hours trading manually because you're scared to learn the thing that would make trading automatic. The fear of learning to code is costing you more than any bad trade ever did. Because every month you trade manually is a month of emotional decisions, overleveraged entries, and unnecessary losses that a bot would never make. And here's the thing that should really frustrate you: AI does the hard parts now. You don't need a computer science degree. You don't need to work at a hedge fund. You don't need to be "good at math." Claude Code writes the code for you. You just need to think clearly about trading ideas. That's it. If you can describe a strategy in English, Claude can build it in Python. "I don't know how to code" stopped being a valid excuse in 2024. It's 2026. You're 2 years late on that excuse. Find a new one. Or stop making excuses entirely. Save this post. Follow Himanshu Kumar because I'm showing you how people with zero coding experience are building profitable bots. ↓ The process that actually makes money. Three letters. R. B. I. Research. Backtest. Implement. That's it. That's the entire process. Every single day. Research: Find an idea. A pattern. A market inefficiency. Don't trade it yet. Don't even think about trading it yet. Just research it. Backtest: Test the idea against historical data. Does it work? Not "does it look good on one chart." Does it work across thousands of trades? Across different market conditions? Across in-sample AND out-of-sample data? If no, kill it. Find another idea. If yes, move to step 3. Implement: Build the bot. Deploy it. Paper trade first. Then live with small size. Scale only on evidence. Research. Backtest. Implement. Every day. No exceptions. You know what your current process is? Feel. Enter. Pray. F. E. P. Feel bullish. Enter a trade. Pray it works. That's not a process. That's gambling with a TradingView subscription. RBI is the only process that works. Save this post. Tattoo it on your forearm. Follow Himanshu Kumar for daily RBI breakdowns. ↓ What Claude Code actually does that your manual process can't. You can maybe test 3-5 strategy ideas per week. Manually adjusting parameters. Manually checking results. Manually writing code (badly). Claude Code tests 50-100 ideas per week. With parallel agents running simultaneously. Multiple strategies being built, tested, and validated at the same time. While you sleep. The guy in this video spends 4-8 hours a day building systems with Claude Code. Not trading. Building. Research. Backtest. Implement. Then iterate. Improve. Optimize. Every day the systems get better. Every day the edge compounds. Every day the bots get smarter. While you? You spend 4-8 hours a day staring at charts making the same mistakes you made last month. Same indicators. Same patterns. Same entries. Same losses. He's iterating forward. You're running in circles. Same 8 hours per day. Completely different outcomes. Because he's building systems. And you're feeding a casino. Stop feeding the casino. Start building the machine. Save this post and follow Himanshu Kumar for the Claude Code workflow that iterates strategies while you sleep. ↓ Jim Simons. That's the benchmark. You probably don't know who Jim Simons is. And that tells me everything about how seriously you take trading. Jim Simons. Mathematician. Founded Renaissance Technologies. Built a net worth of $31 billion. 100% from algorithmic trading. Not one single manual trade. Not one "gut feeling" entry. Not one RSI divergence. Not one "smart money concept." Algorithms. Bots. Systems. Data. $31 billion. His fund averaged 66% annual returns for over 30 years. While you're excited about making $200 on a trade that you'll give back tomorrow. The best trader in human history never placed a manual trade in his life. And you think your edge is staring at a 5-minute chart with bloodshot eyes at 2 AM? Your edge is building the system. Not being inside it. Jim Simons is the benchmark. Everything else is noise. Save this post. Follow Himanshu Kumar because I'm building toward the same goal and showing every step publicly. ↓ What you need to understand about patience. This is not get-rich-overnight. The guy in this video says it directly: "This channel is not for people looking to get rich overnight. It's not plug and play. There are no shortcuts. If you're impatient, this probably isn't for you." And that's exactly why most people will fail at this. Because you want results now. Today. This trade. You don't want to spend a week building a bot. You don't want to paper trade for 2 weeks. You don't want to test 50 ideas to find 1 that works. You want to copy someone's bot, run it live with your rent money, and be rich by Friday. That's why you'll be broke by Friday. The guy making $2.3M spent months iterating. Testing. Failing. Rebuilding. Testing again. He was patient when you would have quit. He was calm when you would have panicked. He was consistent when you would have given up. Patience isn't just a virtue in trading. It's the only virtue. Without it, everything else fails. Impatience is the most expensive personality trait in trading. Save this post. Follow Himanshu Kumar and learn to build systems with the patience that actually pays. ↓ The live streams where the real learning happens. The YouTube video is the trailer. The live streams are the movie. Real-time bot building. Real-time questions answered. Real code shown. Real mistakes made and fixed. Not polished highlight reels where everything works perfectly. Actual development. Where things break. Where strategies fail. Where code doesn't compile. Where the fix takes 2 hours. Because that's what real development looks like. And seeing the messy parts is more valuable than any polished tutorial. Because when your bot breaks at 3 AM, you need to know how to fix it. Not just how to celebrate when it works. The streams mix beginner and advanced. Start with how to automate trading. How to use AI for code generation. Then dive into the daily work. Claude Code. Parallel agents. Constant iteration. Live debugging. 4-8 hours of real algorithmic trading development. Live. Uncut. No filter. Most "trading education" shows you the wins. This shows you the work. Save this post. Follow Himanshu Kumar for the stream schedules and breakdowns. ↓ The belief that changes everything. Code is the greatest equalizer. Not money. Not connections. Not a degree. Not where you grew up. Not what school you went to. Code. Once you can build systems, you can build anything. For the rest of your life. A trading bot today. A SaaS product tomorrow. An automation business next month. A completely different life next year. The skill isn't "algorithmic trading." The skill is building systems. And that skill transfers to everything. The guy who can build a trading bot can also build a lead gen tool. Can also build a content pipeline. Can also build a SaaS product. Can also build literally anything that runs on logic and code. One skill. Infinite applications. And AI makes learning it 100x easier than it was 5 years ago. You don't need to be smart. You don't need talent. You need Claude Code and the willingness to sit down and build something instead of consuming content about building something. Building is the skill. Everything else is entertainment disguised as education. Save this post. Follow Himanshu Kumar because I'm showing you how to build, not just how to watch. ↓ If any of this applies to you, pay attention. If you've lost money from overtrading. If you've been liquidated. If you know trading is the vehicle but manual execution keeps crashing you. If you've tried "being more disciplined" and it never lasted more than a week. If you keep saying "next month I'll start automating." If you've spent more money on courses than you've made from trading. There is a better way. It's not a magic indicator. It's not a signal group. It's not a $997 mentorship from a guy who makes money teaching, not trading. It's building your own system. A system that trades without emotion. A system that follows rules without exception. A system that runs while you sleep. A system that compounds while you live your life. That's the answer. It's always been the answer. You've just been too scared to accept that the solution requires building something instead of buying something. ↓ What the next 30 days look like if you actually commit. Week 1: Watch the video. Learn Claude Code basics. Build your first simple strategy. Run your first backtest. Week 2: Iterate. Let Claude improve the strategy. Run Monte Carlo validation. Paper trade. Week 3: Go live with $50-100. Tiny positions. Watch every trade. Compare to paper results. Week 4: Scale based on evidence. Not based on excitement. Not based on one good day. Based on data. 30 days from now you either have a running bot that trades without your emotions destroying every position. Or you're exactly where you are right now. Reading another post. Making another promise. Breaking it by Tuesday. Same 30 days either way. Different actions. Different results. Different life. ↓ Full video tutorial attached. Live bot building with Claude Code. From zero to running Polymarket trading bot. Every line of code. Every decision explained. The video is free. Claude Code is available now. The market is open 24/7. The only thing standing between you and a profitable trading bot is the same thing that's been standing there for months. You. Get out of your own way. Follow Himanshu Kumar for daily AI trading bot breakdowns, live build sessions, and the full RBI process. Save this post. Watch the video. Build the bot. Or keep trading manually and keep losing. The choice has never been easier. And you've never been more stubborn about making the wrong one.

Himanshu Kumar

38,153 görüntüleme • 5 ay önce

INDIGOS ARE NOT HERE TO ASCEND A reminder to all Guardian Alliance warriors: you aren't here to 'qualify' for the next dimension. Do not mistake yourself as one of the humans and other abductees who were captured and held hostage on this battlefield since the Human Elohim Project began. You are the ones who came to set them free. You're not 'making the shift now', ahead of those humans & hybrids who are under the ascension process: you're here to show them how to embody higher awareness through example. So don't be depressed if you're still here; when you know for certain others have already moved forward since the opening of the Stellar Activation (ascension) Cycle on 12/21/2012. For the abductees we're here to enable escape, they are locked-in to the ascension process until they have gone through all 5 densities and all 15 dimensions. Each density has 3 dimensions. Density 1 covers dimensions 1, 2 & 3. That's where you are now, here to get the stragglers into density 2, to move up through dimensions 4, 5 & 6 on their journey. Once they've completed the 15th dimension, the final level of density 5, they will 'Kryst' their avatar out of that time matrix and return to the interstellar communities where they will be able to choose which time matrix they might want to enter into next. Or not; because manifesting inside a simulation is not mandatory. Many of us don't choose to have a physical avatar at all anymore, because after a certain number of manifest journeys, there really isn't much to gain from all that anymore. You are eternal and have been at this game for a very, very long time. You can choose to just 'be' Prime Creator and observe, or even assist those in the game if you wish. No one forces you into a mortal, fragile body if you don't want to. [For more about the ascension process, see my article: 👉15 LEVEL TIME MATRIX] Indigos are not here on the same journey as the abductees. You are a tactical, front-lines mil unit that enters battlefields like Navy Seals, or Airborne Rangers. In their case, they have very sparse tools to help breach enemy lines and can be considered an army of 1. Only the bravest men on earth would ever consider that role. In your case, only the bravest warriors across the cosmeias would ever attempt your mission. Because unlike armed soldiers in battle gear, you arrive on the field as an infant, naked, mind-wiped and abandoned. On the other side of enemy lines. Your role is not for everyone. Your job is to retrieve the POWs so they can resume their ascension journey that was arrested when they were all taken hostage 560m years ago. None of them should have been here in the 3rd dimension longer than about 2 1/2 years, and all of them should have mastered out of the Gaia time matrix after no longer than 33 years in total. That is their journey, not yours. Once your mission is over, you don't go to the next level, you simply leave. Or stay if you choose. But you don't have to qualify for anything, as long as you fulfill your contract by doing what you said you would do; free the hostages. Even if you already embody 7th dimensional awareness, you're not going to disappear from this level like the prisoners are once their cells resonate with the next dimension. I was told on no uncertain terms in 2018 at the safe house speaking to the keeper 'Many have already left. The ascension window is wide open, all they have to do is reach the next level of awareness', going on to say 'they simply vanish from this plane as if they were never here'. The keeper explained those who remain have the entire database of their loved one or someone they know who resonated with the next level, erased from their memory to avoid panic in a 'left behind' scenario. So there is no way we (the foot soldiers) have of keeping track of how many have already ascended. But the top levels of this conflict do. You will not be vanishing this way. Because you are the extraction team itself. For more about your role in this rescue operation, see my article: 👉INDIGO MISSIONS. THE ALPHAS Wolf packs have an alpha leader that protects the whole group from attacks. The old, weak, infirmed & the very young pups. But the amazing thing is that alpha isn't at the head of the pack. That's where the most fragile travel, because predators never confront the ones at the lead of groups, they prey on the very back of any herd to pick off the slowest, least powerful. Which is why wolves travel oppositely from normal game and their strongest & most fearless remain solitary at the back of the line so he can visually see the entire group and protect them from outside exposure. If another predator tries to cull the group, they will face the herd's most apex force. That's us, the guardian alliance. Not breaking the trail, but overseeing everyone's safety so no one gets left behind which gives the entire group the confidence to keep moving forward. It is your presence behind them that lights the way for them to reach the exit door. Without your strength they can count on, very few, if any, would ever make it through Armageddon, which is a process to separate the wheat from the chaff so the aether knows what is the best stage for each person left on this simulation field to go to next. [For more about this process, see my article: 👉THE SEPARATION] You will be here until every single one of the prisoners who have a chance to raise their awareness to make the shift, has. Then, at the final second of separation where Particle Tara makes the full transition away from Antiparticle Tara (where all the low-frequency invaders and low-frequency abductees who were just unable to overcome the elaborate brainwashing programs to resonate with the next level of awareness finally vanish from your world), you will simply be in the next dimension with your group. That's when your next phase of your mission kicks in and you help them to build the 4th dimension. Your job is far from over after merely breaking them free of this bondage, because leaving them all abandoned in the wreckage of what is left of Particle Tara would be like delivering your rescue party into the jaws of yet another hostage scenario. They must understand how the 4th dimension even works, have industry set up so they can produce wholesome products instead of loosh-farm poisons and without you to help, that's a level that might take them a trillion years to reach on their own. You are the 4th dimension is so many words. As for the next level: it has already been established. What I mean by that, is time is not linear. Every dimension within the time matrix is mapped out, played out, recorded and then replayed on a never-ending loop. We STEP INTO that loop when we’re ready, as the path through has already been ironed out in the simulation. So you can think of time and events much like a Blockbuster Video store with 10,000 movies to choose from. Then inside each movie, there are 1000 scenes. You can simply pop the video into a player, zip to the scene by the lake and instantly you are there. Nothing about that scene hasn’t already been filmed and recorded. And it never stops playing out in the aetheric field. You are there RIGHT NOW in every possible scenario you could ever find yourself in, given your set of potential possibilities in a human body that is this tall and that strong or that fragile, etc. If it COULD happen, it already has happened and stored in the akashic records (the Blockbuster store), sitting there waiting for you to reach for that movie, then choose that scene and press play. I was told directly that not only is the full 4th dimension established, but it runs all the way from the 4.0 through to the 4.99 interdimension (think of this like from caveman to George Jetson eras), and “it is this generation who successfully established it”. Which simply means, that after 26 times we’ve battled for ascension during previous Stellar Activation Cycles and lost, it is on this attempt when we finally succeeded. What that means in real terms, is that as long as each of us on the ground do our jobs successfully as is already recorded in the akashic records, this is the battle where we win. So step forward with confidence that we did this. We win. It is already over except for the physical process of living it out. You are the ones we are relying on to take up the rear of this exodus. And don't make the mistake of assuming you are merely following the herd: by keeping everyone in your sights, you give them all the strength to keep moving, because they know they have your watchful eye at their backs. Every single one of you are Alphas. No weaklings volunteered to enter behind enemy lines here, abandoned, mind-wiped and attacked since the day they are born. Only the most courageous across the cosmeias signed up for this penultimate battle, armed with absolutely nothing but your wits and willpower alone (and a few clair abilities we smuggled in with us to help us navigate the field). I'm not here to blow sunshine up your skirt, but when I tell you all you are Alphas OF the Alpha warriors, I mean you are the ones poets write songs about across the ages. Never forget you had this since before you were born and knew you could pull it off. Don't ever second-guess yourself on this legendary hero's journey that will still be taught about in schools a million years from now. You're here because only the toughest rawhide could have ever signed up for your mission and survived. The ones willing to brave everything. All alone on the trail. That's you. - On X, to search for my articles, simply type in the name of the piece, enter one space, then from: plus my username in parenthesis such as shown here: CASTING THE APOCALYPSE (from:iontecs_pemf) Off-site, you can look up any of my writings through this link below for my other more than 150+ recent articles and many thousands of comments on X, regularly updated thanks to Justin LINK: 👉 This message will only be seen by your eyes if not shared, and if you want to reference this article again later, you will need to cut and paste it in your own notes off line, as it will surely be erased. This is the most accurate translation of these events I am aware of at this time.
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INDIGOS ARE NOT HERE TO ASCEND A reminder to all Guardian Alliance warriors: you aren't here to 'qualify' for the next dimension. Do not mistake yourself as one of the humans and other abductees who were captured and held hostage on this battlefield since the Human Elohim Project began. You are the ones who came to set them free. You're not 'making the shift now', ahead of those humans & hybrids who are under the ascension process: you're here to show them how to embody higher awareness through example. So don't be depressed if you're still here; when you know for certain others have already moved forward since the opening of the Stellar Activation (ascension) Cycle on 12/21/2012. For the abductees we're here to enable escape, they are locked-in to the ascension process until they have gone through all 5 densities and all 15 dimensions. Each density has 3 dimensions. Density 1 covers dimensions 1, 2 & 3. That's where you are now, here to get the stragglers into density 2, to move up through dimensions 4, 5 & 6 on their journey. Once they've completed the 15th dimension, the final level of density 5, they will 'Kryst' their avatar out of that time matrix and return to the interstellar communities where they will be able to choose which time matrix they might want to enter into next. Or not; because manifesting inside a simulation is not mandatory. Many of us don't choose to have a physical avatar at all anymore, because after a certain number of manifest journeys, there really isn't much to gain from all that anymore. You are eternal and have been at this game for a very, very long time. You can choose to just 'be' Prime Creator and observe, or even assist those in the game if you wish. No one forces you into a mortal, fragile body if you don't want to. [For more about the ascension process, see my article: 👉15 LEVEL TIME MATRIX] Indigos are not here on the same journey as the abductees. You are a tactical, front-lines mil unit that enters battlefields like Navy Seals, or Airborne Rangers. In their case, they have very sparse tools to help breach enemy lines and can be considered an army of 1. Only the bravest men on earth would ever consider that role. In your case, only the bravest warriors across the cosmeias would ever attempt your mission. Because unlike armed soldiers in battle gear, you arrive on the field as an infant, naked, mind-wiped and abandoned. On the other side of enemy lines. Your role is not for everyone. Your job is to retrieve the POWs so they can resume their ascension journey that was arrested when they were all taken hostage 560m years ago. None of them should have been here in the 3rd dimension longer than about 2 1/2 years, and all of them should have mastered out of the Gaia time matrix after no longer than 33 years in total. That is their journey, not yours. Once your mission is over, you don't go to the next level, you simply leave. Or stay if you choose. But you don't have to qualify for anything, as long as you fulfill your contract by doing what you said you would do; free the hostages. Even if you already embody 7th dimensional awareness, you're not going to disappear from this level like the prisoners are once their cells resonate with the next dimension. I was told on no uncertain terms in 2018 at the safe house speaking to the keeper 'Many have already left. The ascension window is wide open, all they have to do is reach the next level of awareness', going on to say 'they simply vanish from this plane as if they were never here'. The keeper explained those who remain have the entire database of their loved one or someone they know who resonated with the next level, erased from their memory to avoid panic in a 'left behind' scenario. So there is no way we (the foot soldiers) have of keeping track of how many have already ascended. But the top levels of this conflict do. You will not be vanishing this way. Because you are the extraction team itself. For more about your role in this rescue operation, see my article: 👉INDIGO MISSIONS. THE ALPHAS Wolf packs have an alpha leader that protects the whole group from attacks. The old, weak, infirmed & the very young pups. But the amazing thing is that alpha isn't at the head of the pack. That's where the most fragile travel, because predators never confront the ones at the lead of groups, they prey on the very back of any herd to pick off the slowest, least powerful. Which is why wolves travel oppositely from normal game and their strongest & most fearless remain solitary at the back of the line so he can visually see the entire group and protect them from outside exposure. If another predator tries to cull the group, they will face the herd's most apex force. That's us, the guardian alliance. Not breaking the trail, but overseeing everyone's safety so no one gets left behind which gives the entire group the confidence to keep moving forward. It is your presence behind them that lights the way for them to reach the exit door. Without your strength they can count on, very few, if any, would ever make it through Armageddon, which is a process to separate the wheat from the chaff so the aether knows what is the best stage for each person left on this simulation field to go to next. [For more about this process, see my article: 👉THE SEPARATION] You will be here until every single one of the prisoners who have a chance to raise their awareness to make the shift, has. Then, at the final second of separation where Particle Tara makes the full transition away from Antiparticle Tara (where all the low-frequency invaders and low-frequency abductees who were just unable to overcome the elaborate brainwashing programs to resonate with the next level of awareness finally vanish from your world), you will simply be in the next dimension with your group. That's when your next phase of your mission kicks in and you help them to build the 4th dimension. Your job is far from over after merely breaking them free of this bondage, because leaving them all abandoned in the wreckage of what is left of Particle Tara would be like delivering your rescue party into the jaws of yet another hostage scenario. They must understand how the 4th dimension even works, have industry set up so they can produce wholesome products instead of loosh-farm poisons and without you to help, that's a level that might take them a trillion years to reach on their own. You are the 4th dimension is so many words. As for the next level: it has already been established. What I mean by that, is time is not linear. Every dimension within the time matrix is mapped out, played out, recorded and then replayed on a never-ending loop. We STEP INTO that loop when we’re ready, as the path through has already been ironed out in the simulation. So you can think of time and events much like a Blockbuster Video store with 10,000 movies to choose from. Then inside each movie, there are 1000 scenes. You can simply pop the video into a player, zip to the scene by the lake and instantly you are there. Nothing about that scene hasn’t already been filmed and recorded. And it never stops playing out in the aetheric field. You are there RIGHT NOW in every possible scenario you could ever find yourself in, given your set of potential possibilities in a human body that is this tall and that strong or that fragile, etc. If it COULD happen, it already has happened and stored in the akashic records (the Blockbuster store), sitting there waiting for you to reach for that movie, then choose that scene and press play. I was told directly that not only is the full 4th dimension established, but it runs all the way from the 4.0 through to the 4.99 interdimension (think of this like from caveman to George Jetson eras), and “it is this generation who successfully established it”. Which simply means, that after 26 times we’ve battled for ascension during previous Stellar Activation Cycles and lost, it is on this attempt when we finally succeeded. What that means in real terms, is that as long as each of us on the ground do our jobs successfully as is already recorded in the akashic records, this is the battle where we win. So step forward with confidence that we did this. We win. It is already over except for the physical process of living it out. You are the ones we are relying on to take up the rear of this exodus. And don't make the mistake of assuming you are merely following the herd: by keeping everyone in your sights, you give them all the strength to keep moving, because they know they have your watchful eye at their backs. Every single one of you are Alphas. No weaklings volunteered to enter behind enemy lines here, abandoned, mind-wiped and attacked since the day they are born. Only the most courageous across the cosmeias signed up for this penultimate battle, armed with absolutely nothing but your wits and willpower alone (and a few clair abilities we smuggled in with us to help us navigate the field). I'm not here to blow sunshine up your skirt, but when I tell you all you are Alphas OF the Alpha warriors, I mean you are the ones poets write songs about across the ages. Never forget you had this since before you were born and knew you could pull it off. Don't ever second-guess yourself on this legendary hero's journey that will still be taught about in schools a million years from now. You're here because only the toughest rawhide could have ever signed up for your mission and survived. The ones willing to brave everything. All alone on the trail. That's you. - On X, to search for my articles, simply type in the name of the piece, enter one space, then from: plus my username in parenthesis such as shown here: CASTING THE APOCALYPSE (from:iontecs_pemf) Off-site, you can look up any of my writings through this link below for my other more than 150+ recent articles and many thousands of comments on X, regularly updated thanks to Justin LINK: 👉 This message will only be seen by your eyes if not shared, and if you want to reference this article again later, you will need to cut and paste it in your own notes off line, as it will surely be erased. This is the most accurate translation of these events I am aware of at this time.

W.R. Schock, QBD

42,187 görüntüleme • 1 ay önce