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Announcing #CreatorU2024, with DIG Herculyse and Kat ➡️ Creator Accelerator Program!! Sponsored by CORSAIR, Factor, Elgato, TVU Networks, and StreamElements! Applications Due: 9/1, 11:59pm CST. More info at Use FACTOR code: CREATORU for exclusive perks! Details below 🔽

CreatorU ✈️ TWITCHCON

1,851 subscribers

1,372,145 просмотров • 2 лет назад •via X (Twitter)

Наука и технологии Образование Юмор #CreatorU2024

Anya Rossi• Live Now

Private livecam show

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Фото профиля CreatorU ✈️ TWITCHCON

CreatorU ✈️ TWITCHCON2 лет назад

Sign up for Factor with code "CreatorU" and you'll get: 1. speed creator review with Katliente 2. VIP at our Twitchcon Mixer 3. Invite to our exclusive brand networking event on Discord Redeem benefits here:

Фото профиля CreatorU ✈️ TWITCHCON

CreatorU ✈️ TWITCHCON2 лет назад

And check out some of our alumni CreatorU members! Class of 2022: @AaronHongry @BasiilLeaf @ursungirl @KnightSky02 @SamIsDual @duhlyluhh @cherriemss Class of 2023: @keonipaoner @lexilemonhead @surelynotsierra @alynnlol @Manco1lol @AkaneVT @Meenuhhh_ @yeaitstrill @emelyzalez @farukms10 @kengovv @Apeachy77 @g1nnas

Фото профиля CreatorU ✈️ TWITCHCON

CreatorU ✈️ TWITCHCON2 лет назад

Make sure to RSVP to our Twitchcon Mixer too!

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DAY6 has a special message for My Day in Manila! 🥰✨ Don’t miss the chance to celebrate a decade of music and memories with them at the DAY6 10th Anniversary Tour in MANILA on January 24, 2026 at the SM Mall of Asia Arena. 🍀 🎟️ Here’s how to get your tickets: UnionBank Mastercard Presale: September 8, 10AM – 11:59PM ➡️Use your UnionBank Mastercard at for early access. LNPH Presale: September 9, 10AM – 11:59PM ➡️Create an account or log in at to access the presale. General Onsale: September 10, 12PM ➡️Via and SM Tickets outlets. For more details, go to #DAY6 #데이식스 #DAY6_10th_Anniversary_Tour #The_DECADE

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Live Nation PH

89,426 просмотров • 1 год назад

Introducing Imua Ignite, a $1 million accelerator program for building verifiable trust machines backed by shared security. ✦ $1 million in rewards ✦ 12 teams ✦ Investor, developer, and GTM support Application deadline May 16th at 11:59pm PT Learn more and apply now ⤵️ Imua Ignite Benefits 12 teams who get accepted will receive: 1️⃣ Warm intros to potential investors 2️⃣ Developer support 3️⃣ GTM support 4️⃣ Mentorship and advice Application deadline: May 16th at 11:59pm PT Learn more at Why Build on Imua? 1️⃣ Reduce the upfront cost of launching web3 trust networks 2️⃣ Flexible, agnostic approach to building verifiable trust machines 3️⃣ Use decentralized Trust-as-a-Service (dTaaS) 4️⃣ Built by crypto OGs to help others bootstrap, build, and blitzscale More details ⤵️ What Can You Build? Build a genesis service on IMUA in any of these categories: ✦ AI ✦ Stablecoins ✦ ZK ✦ Bridges ✦ Oracles ✦ RPCs ✦ DeFi ✦ GameFi Learn more about what is possible on Imua in our Builders Circle space later today with co-founder and CTO, Rongjian Lan. Set a reminder ⤵️ Apply to Ignite The world has trust issues. We can fix those issues by extending on-chain verifiability to the off-chain world. If this sounds interesting to you, then apply to Ignite and come build verifiable trust machines on Imua. Trust, but verify. Apply now ⤵️ Imua ⏩

Introducing Imua Ignite, a $1 million accelerator program for building verifiable trust machines backed by shared security. ✦ $1 million in rewards ✦ 12 teams ✦ Investor, developer, and GTM support Application deadline May 16th at 11:59pm PT Learn more and apply now ⤵️ Imua Ignite Benefits 12 teams who get accepted will receive: 1️⃣ Warm intros to potential investors 2️⃣ Developer support 3️⃣ GTM support 4️⃣ Mentorship and advice Application deadline: May 16th at 11:59pm PT Learn more at Why Build on Imua? 1️⃣ Reduce the upfront cost of launching web3 trust networks 2️⃣ Flexible, agnostic approach to building verifiable trust machines 3️⃣ Use decentralized Trust-as-a-Service (dTaaS) 4️⃣ Built by crypto OGs to help others bootstrap, build, and blitzscale More details ⤵️ What Can You Build? Build a genesis service on IMUA in any of these categories: ✦ AI ✦ Stablecoins ✦ ZK ✦ Bridges ✦ Oracles ✦ RPCs ✦ DeFi ✦ GameFi Learn more about what is possible on Imua in our Builders Circle space later today with co-founder and CTO, Rongjian Lan. Set a reminder ⤵️ Apply to Ignite The world has trust issues. We can fix those issues by extending on-chain verifiability to the off-chain world. If this sounds interesting to you, then apply to Ignite and come build verifiable trust machines on Imua. Trust, but verify. Apply now ⤵️ Imua ⏩

Imua

63,773 просмотров • 1 год назад

STEPN x adidas Raffle Mint 🚀 To kick-off our collaboration with adidas and ALTS by adidas, we are raffling 990 co-branded Genesis Sneakers on priced at 10,000 GMT per Sneaker, on Solana 👟 These co-branded Sneakers will come with exclusive perks: They will provide 200% XP when traded on and holders will also get a brand-new #STEPNCard (more details coming soon 👀)! This exclusive collection contains 4 unique Sneaker designs, including a series of 43 ALTS by adidas coloured Sneakers, and 957 other Sneakers based on four different colour palettes. The Raffle Mint will happen in two phases: 1️⃣ April 17th, 00:00 am UTC - April 17th, 11:59pm UTC 🔹 200 co-branded Genesis including 40 exclusive ALTS-coloured Sneakers. With a special allowlist for ALTS by adidas holders & FSL’s most active users: 👉 ALTS by adidas NFT holders 👉 STEPN: OG or Genesis holders, or owners of “Effective Mover 6” Badge 👉 MOOAR: membership level 5 and above 👉 Gas Hero: Badge or Genesis Holders 2️⃣ April 18th, 00:00 am UTC - April 21th, 11:59pm UTC 🔹 790 co-branded Genesis Sneakers 👉 Open to everyone Raffle Mint Rate-Ups: During the entire Raffle, you can benefit from exclusive rate up bonuses under certain conditions: 🔹 ALTS by adidas NFT collection 🔹 Each MOOAR Sneaker locked in your MOOAR account provides an extra 50% chance 🔹 User trading level and consecutive membership months 🔹 Tickets purchased with FSL Points provide an extra 50% chance More information: 👉 Snapshot for the allowlist was taken on April 12th, 9am UTC 👉 All GMT deposited will be rolled into the next day’s raffle until the end of the event 👉 GMT can only be withdrawn when the raffle ends 👉 Winners may locate their prize in the MOOAR dashboard 👉 Winners will be drawn at the end of each day, and their prizes will only be claimable after the raffle ends on April 22nd Note: STEPN users eligible for the allowlist need to link their STEPN email to their #FSLID before April 16th at 12:00 PM UTC to benefit from early access, and make sure this FSL ID is linked to their MOOAR account by the deadline. ➡️ More details on how to set-up your FSL ID: Got queries? You can connect with us on MOOAR Discord: ⚠️ Be ready, the Raffle Mint starts soon on STEPN x adidas: Step into the Future. For more details on the allowlist, check this handy thread 👇

STEPN

376,272 просмотров • 2 лет назад

🧑‍🚀 Day 4 of the Cursor #vibejam Proudly sponsored by Cursor + bolt.new + GLIF So the new sponsor is GLIF: Glif is like Claude Code for AI videos and content generation: you can build launch videos for your game, explore asset styles with 100+ AI models/tools and train it on your favorite workflows via skills! Use it to make trailers, game assets, promo videos and more for your Vibe Jam submission! Tomorrow fabian from Glif will share more to help you create promotion materials for your games! Because it'd be cool if after the Vibe Jam your games will take off and become actual games Again browsing the #vibejam tag on X today and there's so many people building cool, cute and fun games so it was hard, but I picked my favorite 4 ones from today: - A literal 🪰 "fly" simulator, not flight simulator 😂 by Gabriel - What looks like a multiplayer Roman combat simulator by Tim Trussner - LeBeau Motel (another?) Habbo Hotel remix by Vincent - Roomba Wars by Thijs which is descriptive enough to not need an explanation 😁 Reply in this thread with updates on your current games to share your progress! Do you want to participate? You can still start now and submit your game any time before May 1! There's $35,000 in prizes you can win, see threads below for more info!

🧑‍🚀 Day 4 of the Cursor #vibejam Proudly sponsored by Cursor + bolt.new + GLIF So the new sponsor is GLIF: Glif is like Claude Code for AI videos and content generation: you can build launch videos for your game, explore asset styles with 100+ AI models/tools and train it on your favorite workflows via skills! Use it to make trailers, game assets, promo videos and more for your Vibe Jam submission! Tomorrow fabian from Glif will share more to help you create promotion materials for your games! Because it'd be cool if after the Vibe Jam your games will take off and become actual games Again browsing the #vibejam tag on X today and there's so many people building cool, cute and fun games so it was hard, but I picked my favorite 4 ones from today: - A literal 🪰 "fly" simulator, not flight simulator 😂 by Gabriel - What looks like a multiplayer Roman combat simulator by Tim Trussner - LeBeau Motel (another?) Habbo Hotel remix by Vincent - Roomba Wars by Thijs which is descriptive enough to not need an explanation 😁 Reply in this thread with updates on your current games to share your progress! Do you want to participate? You can still start now and submit your game any time before May 1! There's $35,000 in prizes you can win, see threads below for more info!

@levelsio

126,975 просмотров • 5 месяцев назад

LayerEdge LayerEdge Closed 🛠️ Testnet - 🗓️3 days remaining. Easy to keep in the background and earn points 👇 🌐 1⃣Connect EVM wallet (MM or Keplr) 2⃣Use code: NgAMgDAG 3⃣Click "Start Node" - You may need to try a few times, but on a 3rd-4th try it launches for me 4⃣Keep tab open and earn points (can be in the background). 1 Point per second while mining 5⃣Check back every 24 hours and grab extra points (click "Claim Reward" at the top nav) The more tab stays open = more points 🛠️Testnet Roll-out Structure ➡️Phase 1: Closed Testnet (Jan 22–28, 2025) 🔸Stress-testing with browser-based light nodes and limited access 🔸*this may be extend by a few days🔸 ➡️Phase 2: Public Beta Testnet (Jan 28, 2025) 🔸Full launch with browser-based and system-based light nodes, more protocol integrations and more What is LayerEdge? LayerEdge makes Bitcoin more useful by solving two main problems: 1. It makes complex computations cheaper and faster by doing them off the Bitcoin network while still maintaining Bitcoin’s security. 2. It bundles multiple verifications into one, reducing costs by up to 95%, which makes it much more affordable for apps and services to use Bitcoin’s security. Think of LayerEdge like a smart assistant for Bitcoin - it handles the complicated work elsewhere but checks back with Bitcoin to make sure everything is correct and secure. This approach allows Bitcoin to support more advanced applications like gaming and IoT devices without becoming slow or expensive. The key benefit is that instead of paying $900+ for each verification on Bitcoin, protocols using LayerEdge might pay less than $20 when sharing costs with others. Source: 🫡

LayerEdge LayerEdge Closed 🛠️ Testnet - 🗓️3 days remaining. Easy to keep in the background and earn points 👇 🌐 1⃣Connect EVM wallet (MM or Keplr) 2⃣Use code: NgAMgDAG 3⃣Click "Start Node" - You may need to try a few times, but on a 3rd-4th try it launches for me 4⃣Keep tab open and earn points (can be in the background). 1 Point per second while mining 5⃣Check back every 24 hours and grab extra points (click "Claim Reward" at the top nav) The more tab stays open = more points 🛠️Testnet Roll-out Structure ➡️Phase 1: Closed Testnet (Jan 22–28, 2025) 🔸Stress-testing with browser-based light nodes and limited access 🔸*this may be extend by a few days🔸 ➡️Phase 2: Public Beta Testnet (Jan 28, 2025) 🔸Full launch with browser-based and system-based light nodes, more protocol integrations and more What is LayerEdge? LayerEdge makes Bitcoin more useful by solving two main problems: 1. It makes complex computations cheaper and faster by doing them off the Bitcoin network while still maintaining Bitcoin’s security. 2. It bundles multiple verifications into one, reducing costs by up to 95%, which makes it much more affordable for apps and services to use Bitcoin’s security. Think of LayerEdge like a smart assistant for Bitcoin - it handles the complicated work elsewhere but checks back with Bitcoin to make sure everything is correct and secure. This approach allows Bitcoin to support more advanced applications like gaming and IoT devices without becoming slow or expensive. The key benefit is that instead of paying $900+ for each verification on Bitcoin, protocols using LayerEdge might pay less than $20 when sharing costs with others. Source: 🫡

Grey Ledger

17,675 просмотров • 1 год назад

FEELING HOT HOT HOT! 🎙️ NEW EPISODE: OpenAI's Jalapeño! Vik and Austin react to OpenAI's Jalapeño inference chip, announced at Hot Chips by Richard Ho @cdleary. - "Dark silicon is cheaper than idle accelerators": one balanced chip beats a GPU + LPU pair? - Nine months from RTL to tapeout, a Blackwell-class chip designed with AI for EDA - NUMA-style local HBM slices per accelerator fix the "operands arrive late" problem - Broadcom ESUN scale-up: 128 chips per rack at 600 GB/s, 2,048 chips across 16 racks at 200G (still scale up!) - The "regret factor": opportunity cost of missing a future model beats the cost of generality Plus the extra spicy questions: should OpenAI sell it, how much of the RTL was AI-written, and where is Anthropic's chip? Chapters: 0:00 Hot Chips Reaction 2:32 Designing for User Experience 11:16 A Generalized Inference Chip 14:18 The Foundry-IDM Analogy 18:42 The 'Regret Factor' 21:02 The 9-Month Design Cycle 23:45 Challenging the Two-Chip Solution 35:08 Solving HBM Underutilization 36:46 The NUMA Architecture Solution 39:28 System-Level ESUN Networking 42:06 Dark Silicon vs. Idle Accelerators 49:08 A Wake-Up Call for the Industry 52:59 Where's Anthropic's Chip? Get more of Austin and Vik daily, free! Sign up: Connect with Vik and Austin: Vik's Paid Substack: Austin's Paid Substack: Austin Lyons Vikram Sekar

FEELING HOT HOT HOT! 🎙️ NEW EPISODE: OpenAI's Jalapeño! Vik and Austin react to OpenAI's Jalapeño inference chip, announced at Hot Chips by Richard Ho @cdleary. - "Dark silicon is cheaper than idle accelerators": one balanced chip beats a GPU + LPU pair? - Nine months from RTL to tapeout, a Blackwell-class chip designed with AI for EDA - NUMA-style local HBM slices per accelerator fix the "operands arrive late" problem - Broadcom ESUN scale-up: 128 chips per rack at 600 GB/s, 2,048 chips across 16 racks at 200G (still scale up!) - The "regret factor": opportunity cost of missing a future model beats the cost of generality Plus the extra spicy questions: should OpenAI sell it, how much of the RTL was AI-written, and where is Anthropic's chip? Chapters: 0:00 Hot Chips Reaction 2:32 Designing for User Experience 11:16 A Generalized Inference Chip 14:18 The Foundry-IDM Analogy 18:42 The 'Regret Factor' 21:02 The 9-Month Design Cycle 23:45 Challenging the Two-Chip Solution 35:08 Solving HBM Underutilization 36:46 The NUMA Architecture Solution 39:28 System-Level ESUN Networking 42:06 Dark Silicon vs. Idle Accelerators 49:08 A Wake-Up Call for the Industry 52:59 Where's Anthropic's Chip? Get more of Austin and Vik daily, free! Sign up: Connect with Vik and Austin: Vik's Paid Substack: Austin's Paid Substack: Austin Lyons Vikram Sekar

Semi Doped

19,555 просмотров • 9 дней назад

NEW EPISODE: Dr Thomas Seyfried, Pierre Kory MD Unite for Metabolic Oncology - The Manhattan Project for Cancer I'm joined by Thomas N. Seyfried and Pierre Kory, MD MPA for an exciting discussion on why cancer isn't a genetic disease, the untold damage from standardized treatment, a new paradigm in oncology, treatment with repurposed drugs, what needs to happen at the regulatory scene, and more. Timestamps 0:00 Preview 0:56 Introduction 4:54 Cancer isn't a genetic disease 7:52 Why cancer rates have dropped 9:56 Resistance to paradigm shifts 16:50 Toxic standard treatments 20:37 How the shift is occurring 23:55 The diet factor 29:11 Trial design and prioritization 31:12 Everything comes down to energy 34:50 Repurposed drugs 38:48 Glucose ketone index 47:47 Adverse effects? 48:40 How fast your tumor can grow 49:07 Cancer stem cells 1:00:00 Patient testimonies 1:01:20 Why antibiotics take out cancer cells? 1:04:19 Cancer should looked at as a systemic disorder 1:04:49 Final thoughts

NEW EPISODE: Dr Thomas Seyfried, Pierre Kory MD Unite for Metabolic Oncology - The Manhattan Project for Cancer I'm joined by Thomas N. Seyfried and Pierre Kory, MD MPA for an exciting discussion on why cancer isn't a genetic disease, the untold damage from standardized treatment, a new paradigm in oncology, treatment with repurposed drugs, what needs to happen at the regulatory scene, and more. Timestamps 0:00 Preview 0:56 Introduction 4:54 Cancer isn't a genetic disease 7:52 Why cancer rates have dropped 9:56 Resistance to paradigm shifts 16:50 Toxic standard treatments 20:37 How the shift is occurring 23:55 The diet factor 29:11 Trial design and prioritization 31:12 Everything comes down to energy 34:50 Repurposed drugs 38:48 Glucose ketone index 47:47 Adverse effects? 48:40 How fast your tumor can grow 49:07 Cancer stem cells 1:00:00 Patient testimonies 1:01:20 Why antibiotics take out cancer cells? 1:04:19 Cancer should looked at as a systemic disorder 1:04:49 Final thoughts

David Gornoski

91,192 просмотров • 1 год назад

Only a few hours left to secure your spot on MVB 9! Apply before 23:59 (UTC) to accelerate your project's growth. Apply now via the link below: 🔗 Not sure if you should join? Read all about below 👇 The Most Valuable Builder (MVB) program is a 4 week accelerator and is jointly run by BNB Chain, Yzi Labs & CoinMarketCap Labs. MVB supports early-stage Web3 projects on the BNB Chain, offering a tailored curriculum to help them grow and build sustainable businesses. The MVB program offers 1:1 mentorship, fireside chats with industry leaders, networking with founders, and growth resources. Participants also receive the BNB Chain Launch-as-a-Service package, valued up to $300,000 & investment opportunities by Binance Labs. So far over 131 projects have been nurtured from 7 cohorts, with 75 of those receiving funding. Our last season, season 8, included 35 projects across DeFi, infra & AI. What’s New in MVB Season 9? 🔸 AI-First: focus on AI innovations like DeFi, AI games, companions, data labeling, and decentralized AI. 🔸 Quarterly: program runs every quarter for more Web3 innovator opportunities. 🔸 Networking: 2-day event in Hong Kong for connecting with peers, mentors, and speakers. 🔸 BIA Winners: top projects from BIA events (Dubai, Bangkok, Denver) get direct entry to MVB Season 9. This season, the project sectors we particularly welcome include, but are not limited to: • AI Applications: Intention based DeFi, AI first Game, DeSoc, AI Agent & Companions, Data labeling, DataDAO • Infra and Tooling: Identity, MPC Wallet, Social Graph, AgentKit, Agent Hosting, AI Training, Inference, DevTools, Privacy Computing, and Streaming Indexing Criteria for applying to MVB: ✅ The majority of business and transaction volume is captured on BNB Chain ✅ Smart contract for core business is deployed on BNB Chain ✅ The project token is initially launched on BNB Chain How to apply to be a part of MVB 9: Please complete the form using the link below. Once we receive your application, it will be reviewed, and we will interview applicants. You will then be notified of our decision. 📝 Apply here: 🗓️ Application window: Dec 13 - Jan 13, 23:59 (UTC)

Only a few hours left to secure your spot on MVB 9! Apply before 23:59 (UTC) to accelerate your project's growth. Apply now via the link below: 🔗 Not sure if you should join? Read all about below 👇 The Most Valuable Builder (MVB) program is a 4 week accelerator and is jointly run by BNB Chain, Yzi Labs & CoinMarketCap Labs. MVB supports early-stage Web3 projects on the BNB Chain, offering a tailored curriculum to help them grow and build sustainable businesses. The MVB program offers 1:1 mentorship, fireside chats with industry leaders, networking with founders, and growth resources. Participants also receive the BNB Chain Launch-as-a-Service package, valued up to $300,000 & investment opportunities by Binance Labs. So far over 131 projects have been nurtured from 7 cohorts, with 75 of those receiving funding. Our last season, season 8, included 35 projects across DeFi, infra & AI. What’s New in MVB Season 9? 🔸 AI-First: focus on AI innovations like DeFi, AI games, companions, data labeling, and decentralized AI. 🔸 Quarterly: program runs every quarter for more Web3 innovator opportunities. 🔸 Networking: 2-day event in Hong Kong for connecting with peers, mentors, and speakers. 🔸 BIA Winners: top projects from BIA events (Dubai, Bangkok, Denver) get direct entry to MVB Season 9. This season, the project sectors we particularly welcome include, but are not limited to: • AI Applications: Intention based DeFi, AI first Game, DeSoc, AI Agent & Companions, Data labeling, DataDAO • Infra and Tooling: Identity, MPC Wallet, Social Graph, AgentKit, Agent Hosting, AI Training, Inference, DevTools, Privacy Computing, and Streaming Indexing Criteria for applying to MVB: ✅ The majority of business and transaction volume is captured on BNB Chain ✅ Smart contract for core business is deployed on BNB Chain ✅ The project token is initially launched on BNB Chain How to apply to be a part of MVB 9: Please complete the form using the link below. Once we receive your application, it will be reviewed, and we will interview applicants. You will then be notified of our decision. 📝 Apply here: 🗓️ Application window: Dec 13 - Jan 13, 23:59 (UTC)

BNB Chain

85,288 просмотров • 1 год назад

Knowing how LLM contexts work and how to work around context limitations – aka “context engineering” – is becoming so important. No better person to explain than dex Timestamps: 00:00 Intro 01:33 Dex’s path into tech 03:34 Early work in platform engineering 05:28 Replicated 11:24 Metalytics 12:36 12-factor agents 18:27 Context engineering 23:38 Harness engineering 26:11 Context overload 30:45 Loop engineering 44:34 Software factories before and after AI 50:33 Automation limits 55:18 Three options for automating 59:00 RPI framework 1:04:16 Intentional compaction 1:11:48 Token harder vs. token smarter 1:16:44 AI slop 1:19:15 HumanLayer 1:29:09 Book recommendation Brought to you by: • Antithesis — with Antithesis, you can use AI agents to work on critical systems without worrying about correctness. Teams like Jane Street, and the etcd community use Antithesis to ship better code, faster. • Buildkite — the CI orchestration platform built for reliable scale. Used by OpenAI, Anthropic, Cursor, Meta, Uber, Ramp, Nvidia, Airbnb and many more. • Sentry — application monitoring software built by developers, for developers. Check out their AI agent, Seer AI, and Sentry MCP. Three interesting learnings from this episode: 1. Lesson learned: Shipping unread code spells disaster within months. Dex experimented with having the model write the code and humans not reviewing anything in July 2025. Four months later, they shut things down and threw the whole system out. Production broke, and no matter how much the team prompted Opus 4.1, the model could not find the root cause. Once fixed, it took three weeks (!!) to re-onboard to a codebase no human had ever read 2. Context engineering 101: figure out where the “dumb zone” begins. As a rule of thumb, the less of the context window that is used, the better the outcomes are. This is because the attention mechanism is quadratic: the more that goes into the context window, the more compute is required to process it all. 3. “You’re completely right!” or “you’re right to push back on that” are phrases that mean it’s time to start a new session. These responses mean the LLM session is trajectory-poisoned, and you’re wasting time and tokens to continue. This is because models are autoregressive.

Knowing how LLM contexts work and how to work around context limitations – aka “context engineering” – is becoming so important. No better person to explain than dex Timestamps: 00:00 Intro 01:33 Dex’s path into tech 03:34 Early work in platform engineering 05:28 Replicated 11:24 Metalytics 12:36 12-factor agents 18:27 Context engineering 23:38 Harness engineering 26:11 Context overload 30:45 Loop engineering 44:34 Software factories before and after AI 50:33 Automation limits 55:18 Three options for automating 59:00 RPI framework 1:04:16 Intentional compaction 1:11:48 Token harder vs. token smarter 1:16:44 AI slop 1:19:15 HumanLayer 1:29:09 Book recommendation Brought to you by: • Antithesis — with Antithesis, you can use AI agents to work on critical systems without worrying about correctness. Teams like Jane Street, and the etcd community use Antithesis to ship better code, faster. • Buildkite — the CI orchestration platform built for reliable scale. Used by OpenAI, Anthropic, Cursor, Meta, Uber, Ramp, Nvidia, Airbnb and many more. • Sentry — application monitoring software built by developers, for developers. Check out their AI agent, Seer AI, and Sentry MCP. Three interesting learnings from this episode: 1. Lesson learned: Shipping unread code spells disaster within months. Dex experimented with having the model write the code and humans not reviewing anything in July 2025. Four months later, they shut things down and threw the whole system out. Production broke, and no matter how much the team prompted Opus 4.1, the model could not find the root cause. Once fixed, it took three weeks (!!) to re-onboard to a codebase no human had ever read 2. Context engineering 101: figure out where the “dumb zone” begins. As a rule of thumb, the less of the context window that is used, the better the outcomes are. This is because the attention mechanism is quadratic: the more that goes into the context window, the more compute is required to process it all. 3. “You’re completely right!” or “you’re right to push back on that” are phrases that mean it’s time to start a new session. These responses mean the LLM session is trajectory-poisoned, and you’re wasting time and tokens to continue. This is because models are autoregressive.

Gergely Orosz

63,174 просмотров • 1 месяц назад

OpenClaw - the agentic software spreading like wildfire - was built on top of Pi, a minimalist, self-modifying agent. I sat down with Pi's creator, Mario Zechner and longtime Pi user (+ the creator of Flask) Armin Ronacher ⇌ to talk Pi, and their (very grounded!) takes on building with AI. Timestamps: 00:00 Intro 07:30 How Mario, Armin, and Peter Steinberger met 15:15 How 30 dev teams use AI agents: learnings 21:50 The importance of judgment 24:26 Challenges when non-engineers write code 28:30 Downsides of over-automation 32:18 Pi 48:09 OpenClaw + Pi 50:54 “Clankers” 57:32 Open source and AI 1:00:22 Complexity as the enemy 1:02:50 Building an AI-native startup 1:11:52 “Slow the F down” 1:16:40 MCPs vs. CLI 1:25:03 Predictions and staying up to date • YouTube: • Spotify: • Apple: Brought to you by: • Statsig – ⁠ The unified platform for flags, analytics, experiments, and more. • Sonar — The makers of SonarQube, the industry standard for code verification and automated code review. Try it out for yourself. • WorkOS – WorkOS gives you APIs to ship enterprise features – SSO, directory sync, RBAC, audit logs – in days, not months. Visit learn more. --- Three parts I found especially interesting in this discussion: 1. New trend: AI makes it harder for senior engineers to reject pointless complexity. Historically, senior engineers kept software complexity at bay simply by saying “no” a lot. But Armin observes that these days, more junior engineers and product managers deploy agent-scripted counterarguments when a senior colleague kicks an idea to the curb. This makes decision-making exhausting, and more bad ideas make it into production as a result. 2. It should be MUCH easier to build specialized tools for specific tasks. Different projects need different harness types because, as Mario points out, the same hammer is not ideal for every single construction job. As such, Pi is built with the goal of allowing the creation of specialized harnesses. It can modify itself so that a user can create the bespoke harness needed for any task. Mario believes it’s a preview of how self-modifiable software might look in the future. 3. Automation bias is one of the biggest risks of working with AI agents. Once devs confirm that an AI agent can produce acceptable code, they start to review its output less often, even though agents can – and do! – produce slop. Mario advises being far more sceptical with agents, and cautions that the quality of their output isn’t guaranteed, however well they performed previously.

OpenClaw - the agentic software spreading like wildfire - was built on top of Pi, a minimalist, self-modifying agent. I sat down with Pi's creator, Mario Zechner and longtime Pi user (+ the creator of Flask) Armin Ronacher ⇌ to talk Pi, and their (very grounded!) takes on building with AI. Timestamps: 00:00 Intro 07:30 How Mario, Armin, and Peter Steinberger met 15:15 How 30 dev teams use AI agents: learnings 21:50 The importance of judgment 24:26 Challenges when non-engineers write code 28:30 Downsides of over-automation 32:18 Pi 48:09 OpenClaw + Pi 50:54 “Clankers” 57:32 Open source and AI 1:00:22 Complexity as the enemy 1:02:50 Building an AI-native startup 1:11:52 “Slow the F down” 1:16:40 MCPs vs. CLI 1:25:03 Predictions and staying up to date • YouTube: • Spotify: • Apple: Brought to you by: • Statsig – ⁠ The unified platform for flags, analytics, experiments, and more. • Sonar — The makers of SonarQube, the industry standard for code verification and automated code review. Try it out for yourself. • WorkOS – WorkOS gives you APIs to ship enterprise features – SSO, directory sync, RBAC, audit logs – in days, not months. Visit learn more. --- Three parts I found especially interesting in this discussion: 1. New trend: AI makes it harder for senior engineers to reject pointless complexity. Historically, senior engineers kept software complexity at bay simply by saying “no” a lot. But Armin observes that these days, more junior engineers and product managers deploy agent-scripted counterarguments when a senior colleague kicks an idea to the curb. This makes decision-making exhausting, and more bad ideas make it into production as a result. 2. It should be MUCH easier to build specialized tools for specific tasks. Different projects need different harness types because, as Mario points out, the same hammer is not ideal for every single construction job. As such, Pi is built with the goal of allowing the creation of specialized harnesses. It can modify itself so that a user can create the bespoke harness needed for any task. Mario believes it’s a preview of how self-modifiable software might look in the future. 3. Automation bias is one of the biggest risks of working with AI agents. Once devs confirm that an AI agent can produce acceptable code, they start to review its output less often, even though agents can – and do! – produce slop. Mario advises being far more sceptical with agents, and cautions that the quality of their output isn’t guaranteed, however well they performed previously.

Gergely Orosz

172,936 просмотров • 4 месяцев назад

GUYS . . . I have a giveaway for you all 🥳💚 I know a lot of you guys are skeptical about giving CBD a chance but honestly there is nothing to worry about, it’s not a drug, it helps with aches & pains, sleep, anxiety and so much more! 🩷 I want to give one of you the chance to try a 6K oil or a tub of CBD gummies on me 🥳 HOW TO ENTER - Simply comment below with the reason why you love Supreme CBD - UK’s #1 CBD OIL / why should people try it or the reason you would like to try it and I will my favourite comment 🥰 Bonus entry if you tag your friends too! 🩷 Remember to use my code KATIE40 for 40% off at and you can also get some free gummies worth £55 when you buy any sized oil 🍃💚#supremecbd #ad ‼️YOU WILL ONLY BE CONTACTED BY THIS ACCOUNT OR Supreme CBD - UK’s #1 CBD OIL IF YOU ARE A WINNER OF THIS GIVEAWAY AND WE WILL NEVER ASK FOR BANK DETAILS.

GUYS . . . I have a giveaway for you all 🥳💚 I know a lot of you guys are skeptical about giving CBD a chance but honestly there is nothing to worry about, it’s not a drug, it helps with aches & pains, sleep, anxiety and so much more! 🩷 I want to give one of you the chance to try a 6K oil or a tub of CBD gummies on me 🥳 HOW TO ENTER - Simply comment below with the reason why you love Supreme CBD - UK’s #1 CBD OIL / why should people try it or the reason you would like to try it and I will my favourite comment 🥰 Bonus entry if you tag your friends too! 🩷 Remember to use my code KATIE40 for 40% off at and you can also get some free gummies worth £55 when you buy any sized oil 🍃💚#supremecbd #ad ‼️YOU WILL ONLY BE CONTACTED BY THIS ACCOUNT OR Supreme CBD - UK’s #1 CBD OIL IF YOU ARE A WINNER OF THIS GIVEAWAY AND WE WILL NEVER ASK FOR BANK DETAILS.

Katie Price

75,829 просмотров • 1 месяц назад

How fast does your startup need to grow? According to aileenlee, much faster than venture capitalists expected in the pre-AI era. Aileen, Floodgate’s Mike Maples, Jr and Lerer Hippeau’s Ben Lerer joined TWiST to dig into massive Seed rounds, rising exit volume, startups rolling their own model (and why it might not be a good use of time!), and even how to grade the White House’s recent adventures in AI regulation! 0:00 Aileen Lee, Mike Maples, and Ben Lerer join the show 5:13 Venture liquidity returns: what SpaceX/Stripe distributions mean for LPs 9:13 Bending Spoons prices IPO at $29/share, roughly $18.4B valuation 10:31 - Stop chasing invoices and automate your entire contract-to-cash stack. Go to and tell them Jason sent you to get 50% off for life! 12:09 "Companies get bought, not sold" — Ben on taking first offers seriously 17:41 Plaud: If your work depends on conversations — interviews, meetings, calls — you need a Plaud NotePin. You can check it out at and use code TWIST for 10% off! 19:34 Mutiny's burn-the-boats AI pivot with Jaleh Rezaei 20:19 Northwest Registered Agent - Get more when you start your business with Northwest. In 10 clicks and 10 minutes, you can form your company and walk away with a real business identity — Learn more at 22:15 Mike's KeepSafe story: the "rule of 70" and profit-first companies 25:12 The new growth bar: 5x, 4x replaces triple-triple-double-double 28:55 Fund size is your strategy: why Floodgate and Lerer Hippeau stay small 30:11 CLA - Innovation takes balance. CLA's CPAs, consultants, and wealth advisors can help you get from startup to where you want to end up. Get started now at 37:39 The $100M Series A: Starcloud, General Intuition, Scale Cognition, Scout AI 40:35 King-making rounds and why mega-seeds destroy optionality 54:11 Open-weight models: the GLM-5.2 moment and going model-agnostic 55:30 Why fine-tuning open models is a treadmill, with Cursor/Kimi as an example 1:03:28 Grading the Trump administration on Mythos and Fable 1:06:33 Rising anti-AI sentiment, the wealth gap, and lessons from social media 1:11:43 Raising kids in the post-intelligence era 1:12:35 Where to find the panel and what each firm is investing in 🎥 Watch the full episode here 👇

How fast does your startup need to grow? According to aileenlee, much faster than venture capitalists expected in the pre-AI era. Aileen, Floodgate’s Mike Maples, Jr and Lerer Hippeau’s Ben Lerer joined TWiST to dig into massive Seed rounds, rising exit volume, startups rolling their own model (and why it might not be a good use of time!), and even how to grade the White House’s recent adventures in AI regulation! 0:00 Aileen Lee, Mike Maples, and Ben Lerer join the show 5:13 Venture liquidity returns: what SpaceX/Stripe distributions mean for LPs 9:13 Bending Spoons prices IPO at $29/share, roughly $18.4B valuation 10:31 - Stop chasing invoices and automate your entire contract-to-cash stack. Go to and tell them Jason sent you to get 50% off for life! 12:09 "Companies get bought, not sold" — Ben on taking first offers seriously 17:41 Plaud: If your work depends on conversations — interviews, meetings, calls — you need a Plaud NotePin. You can check it out at and use code TWIST for 10% off! 19:34 Mutiny's burn-the-boats AI pivot with Jaleh Rezaei 20:19 Northwest Registered Agent - Get more when you start your business with Northwest. In 10 clicks and 10 minutes, you can form your company and walk away with a real business identity — Learn more at 22:15 Mike's KeepSafe story: the "rule of 70" and profit-first companies 25:12 The new growth bar: 5x, 4x replaces triple-triple-double-double 28:55 Fund size is your strategy: why Floodgate and Lerer Hippeau stay small 30:11 CLA - Innovation takes balance. CLA's CPAs, consultants, and wealth advisors can help you get from startup to where you want to end up. Get started now at 37:39 The $100M Series A: Starcloud, General Intuition, Scale Cognition, Scout AI 40:35 King-making rounds and why mega-seeds destroy optionality 54:11 Open-weight models: the GLM-5.2 moment and going model-agnostic 55:30 Why fine-tuning open models is a treadmill, with Cursor/Kimi as an example 1:03:28 Grading the Trump administration on Mythos and Fable 1:06:33 Rising anti-AI sentiment, the wealth gap, and lessons from social media 1:11:43 Raising kids in the post-intelligence era 1:12:35 Where to find the panel and what each firm is investing in 🎥 Watch the full episode here 👇

This Week in Startups

42,790 просмотров • 2 месяцев назад

THIS WEEKEND'S STORM FEATURES MANY TWISTS AND TURNS.. MY 1ST CALL SNOWFALL MAP... I feel strongly enough to put out a first look at the weekend storm (Saturday afternoon - Sunday morning) as the models have essentially held on to a consistent trend in the vort max and low development going into Saturday afternoon. Two area's that remain a stronger confidence level for me is the area in pink where the mode of precip is pure snow and gray area where mixing will be a big factor during the middle of the event. When you run the overall precip numbers and thermals you arrive in this ball park (outlined below) The twists and turns come into play once we see the vort max rotate north and the interaction between the energy and coastal low by Saturday night. This is why you see such a massive range (6-16") in the pink area as this could either go into a more moderate snow event working off 10:1-11:1 ratios and ending quickly OR we see a slower process with more moisture working northbound. The area in white should see at least 4" with a 6" maximum. I don't see this area going much higher given all that is on the table and how climatology goes. That said, this is also an area I could easily extend into #Baltimore and #DC faster than #Philadelphia and #NYC given wind vectors and cold air advancement. A personal aside, as a TV meteorologist and private sector forecaster I don't like to over-promise and under deliver. That costs $$ and bothers people. That being said, I will not dilute a forecast to hedge it as playing conservative holds more danger to public perception. So understanding my position should hopefully squash any bias you may feel I have :) Here's my initial feeling as we stand here at 6pm on 1/2/24 for a forecast for the weekend! MORE LATER..

THIS WEEKEND'S STORM FEATURES MANY TWISTS AND TURNS.. MY 1ST CALL SNOWFALL MAP... I feel strongly enough to put out a first look at the weekend storm (Saturday afternoon - Sunday morning) as the models have essentially held on to a consistent trend in the vort max and low development going into Saturday afternoon. Two area's that remain a stronger confidence level for me is the area in pink where the mode of precip is pure snow and gray area where mixing will be a big factor during the middle of the event. When you run the overall precip numbers and thermals you arrive in this ball park (outlined below) The twists and turns come into play once we see the vort max rotate north and the interaction between the energy and coastal low by Saturday night. This is why you see such a massive range (6-16") in the pink area as this could either go into a more moderate snow event working off 10:1-11:1 ratios and ending quickly OR we see a slower process with more moisture working northbound. The area in white should see at least 4" with a 6" maximum. I don't see this area going much higher given all that is on the table and how climatology goes. That said, this is also an area I could easily extend into #Baltimore and #DC faster than #Philadelphia and #NYC given wind vectors and cold air advancement. A personal aside, as a TV meteorologist and private sector forecaster I don't like to over-promise and under deliver. That costs $$ and bothers people. That being said, I will not dilute a forecast to hedge it as playing conservative holds more danger to public perception. So understanding my position should hopefully squash any bias you may feel I have :) Here's my initial feeling as we stand here at 6pm on 1/2/24 for a forecast for the weekend! MORE LATER..

Mike Masco

237,688 просмотров • 2 лет назад

🧑‍🚀 Day 9 of the Cursor #vibejam Proudly sponsored by Cursor + bolt.new + GLIF Prizes to win (submit your vibe coded game before May 1!) 🏆 $20,000 🥈 $10,000 🥉 $5,000 People are heads down developing the games I feel because the update I see on the timeline are getting a lot better now, my favorites from today: 🤡 Clown Chaser by @ejuro23 This one is a great example how much you can do in a game by not showing much at all, it's all dark and scary AF with a clown chasing you 🏜️ Eyrie by slow chaz I posted it before as Grand Canyon Sim, now it has a name, very beautiful and keeps impressing 🦖 Dino Tamer hlsvortex This game felt random, a naked guy running around a tropical island and now it has dinos, so things are coming together 😂 🧛 Moar Dots by 0xVEIL A vampire combat dungeon WoW-type game but unsure how to classify it, as it's still early P.S. 106 games already submitted! My AI predicts about 1000 games (with an exponential curve so who knows). You can see the submitted games and play them already at under submissions YOU HAVE 20 DAYS LEFT! Reply in this thread with updates on your current games to share your progress, and add tag #vibejam so I see and can include you in the daily tweet There's $35,000 in prizes for you to win, see threads below for more info. The Gold prize is $20,000, bronze is $10,000 and silver is $5,000! Wanna to participate? You can still start now and submit your game any time before May 1!

🧑‍🚀 Day 9 of the Cursor #vibejam Proudly sponsored by Cursor + bolt.new + GLIF Prizes to win (submit your vibe coded game before May 1!) 🏆 $20,000 🥈 $10,000 🥉 $5,000 People are heads down developing the games I feel because the update I see on the timeline are getting a lot better now, my favorites from today: 🤡 Clown Chaser by @ejuro23 This one is a great example how much you can do in a game by not showing much at all, it's all dark and scary AF with a clown chasing you 🏜️ Eyrie by slow chaz I posted it before as Grand Canyon Sim, now it has a name, very beautiful and keeps impressing 🦖 Dino Tamer hlsvortex This game felt random, a naked guy running around a tropical island and now it has dinos, so things are coming together 😂 🧛 Moar Dots by 0xVEIL A vampire combat dungeon WoW-type game but unsure how to classify it, as it's still early P.S. 106 games already submitted! My AI predicts about 1000 games (with an exponential curve so who knows). You can see the submitted games and play them already at under submissions YOU HAVE 20 DAYS LEFT! Reply in this thread with updates on your current games to share your progress, and add tag #vibejam so I see and can include you in the daily tweet There's $35,000 in prizes for you to win, see threads below for more info. The Gold prize is $20,000, bronze is $10,000 and silver is $5,000! Wanna to participate? You can still start now and submit your game any time before May 1!

@levelsio

78,829 просмотров • 4 месяцев назад

Just six months ago, DHH (creator of Ruby on Rails and Omarchy) said how he doesn’t really use AI tools to write code, because they are not good enough. Things have changed, a lot. Timestamps: 00:00 Intro 02:11 Omarchy and Ruby on Rails 08:25 37signals overview 10:12 Launching HEY 18:38 Building HEY 22:47 Designers at 37signals 28:08 The craft of design 31:52 Why DHH now embraces AI workflows 39:45 The AI inflection point 44:23 DHH’s agent-first workflow 55:09 AI’s impact on junior developers 1:03:08 Developer experience with AI 1:16:43 What does AI mean for developers? 1:23:33 37signals teams and hiring 1:38:20 Work-life balance with AI 1:41:41 Why DHH keeps building 1:45:24 Closing Brought to you by: • Statsig – ⁠ The unified platform for flags, analytics, experiments, and more. Stop switching between different tools, and have them all in one place. • WorkOS – Everything you need to make your app enterprise ready. WorkOS gives you APIs to ship enterprise features in days. Check out • Sonar – The makers of SonarQube, the industry standard for automated code review. See how SonarQube Advanced Security is empowering the Agent Centric Development Cycle (AC/DC) with new capabilities. Three interesting observations from this conversation: #1 DHH's philosophy on AI has not changed, but the available tools very much have. Autocomplete-style coding assistants were genuinely annoying for experienced developers six months ago. Things changed with the shift from tab-completion to agent harnesses, plus the emergence of powerful models like Opus 4.5 – when agents started producing code which DHH does want to merge with little to no alteration. #2 Beautiful code and products aren’t matters of vanity; they’re signals of correctness. Dipping into philosophy, DHH says: “When something is beautiful, it’s likely to be correct.” He argues that Steve Jobs wanted the inside of a computer to be beautiful because people who care about circuit board layout are also those who sweat on the details of the UI. #3 DHH’s development workflow, today: He runs tmux to have two models running, and neovim in the center. Specifics: - One fast LLM running (typically Gemini 2.5) in one split terminal - A slow but more powerful model in another terminal (usually Opus) - NeoVim for reviewing diffs via Lazygit

Just six months ago, DHH (creator of Ruby on Rails and Omarchy) said how he doesn’t really use AI tools to write code, because they are not good enough. Things have changed, a lot. Timestamps: 00:00 Intro 02:11 Omarchy and Ruby on Rails 08:25 37signals overview 10:12 Launching HEY 18:38 Building HEY 22:47 Designers at 37signals 28:08 The craft of design 31:52 Why DHH now embraces AI workflows 39:45 The AI inflection point 44:23 DHH’s agent-first workflow 55:09 AI’s impact on junior developers 1:03:08 Developer experience with AI 1:16:43 What does AI mean for developers? 1:23:33 37signals teams and hiring 1:38:20 Work-life balance with AI 1:41:41 Why DHH keeps building 1:45:24 Closing Brought to you by: • Statsig – ⁠ The unified platform for flags, analytics, experiments, and more. Stop switching between different tools, and have them all in one place. • WorkOS – Everything you need to make your app enterprise ready. WorkOS gives you APIs to ship enterprise features in days. Check out • Sonar – The makers of SonarQube, the industry standard for automated code review. See how SonarQube Advanced Security is empowering the Agent Centric Development Cycle (AC/DC) with new capabilities. Three interesting observations from this conversation: #1 DHH's philosophy on AI has not changed, but the available tools very much have. Autocomplete-style coding assistants were genuinely annoying for experienced developers six months ago. Things changed with the shift from tab-completion to agent harnesses, plus the emergence of powerful models like Opus 4.5 – when agents started producing code which DHH does want to merge with little to no alteration. #2 Beautiful code and products aren’t matters of vanity; they’re signals of correctness. Dipping into philosophy, DHH says: “When something is beautiful, it’s likely to be correct.” He argues that Steve Jobs wanted the inside of a computer to be beautiful because people who care about circuit board layout are also those who sweat on the details of the UI. #3 DHH’s development workflow, today: He runs tmux to have two models running, and neovim in the center. Specifics: - One fast LLM running (typically Gemini 2.5) in one split terminal - A slow but more powerful model in another terminal (usually Opus) - NeoVim for reviewing diffs via Lazygit

Gergely Orosz

329,135 просмотров • 5 месяцев назад