正在加载视频...

视频加载失败

加载此视频时出现问题。这可能是由于临时网络问题，或视频可能不可用。

Why does Ethereum's whitepaper name the mind behind Kaspa? Yonatan Sompolinsky (Yonatan Sompolinsky) and Aviv Zohar (Aviv Zohar) introduced GHOST in December 2013. It counts stale blocks, valid blocks that lose the race onto the main chain, toward security instead of wasting them. The Ethereum whitepaper credits both men... show more

BSCN

1,377,036 subscribers

38,548 次观看 • 12 天前 •via X (Twitter)

Anya Rossi• Live Now

Private livecam show

0 条评论

暂无评论

原始帖子的评论将显示在这里

相关视频

What a Kaspa covenant actually does A normal Bitcoin-style output asks one question when you spend it: did you sign this. A covenant adds a second question. Where are you sending it. That's the whole idea. The rule travels with the coin, so you can build a vault that only pays out to your own cold address, or escrow nobody can redirect. Kaspa shipped these in Toccata on June 30, and $KAS did it without giving up proof-of-work. Founder Yonatan Sompolinsky is targeting DAGKnight next.

What a Kaspa covenant actually does A normal Bitcoin-style output asks one question when you spend it: did you sign this. A covenant adds a second question. Where are you sending it. That's the whole idea. The rule travels with the coin, so you can build a vault that only pays out to your own cold address, or escrow nobody can redirect. Kaspa shipped these in Toccata on June 30, and $KAS did it without giving up proof-of-work. Founder Yonatan Sompolinsky is targeting DAGKnight next.

BSCN

30,258 次观看 • 1 个月前

I’ve used Ethereum. Waited for gas to drop. Switched wallets. Checked bridges. Paid $30 to move $15. I’ve used Solana. Watched it fly. Then stall. Then restart. I’ve used Bitcoin. Waited. And waited. Trusted, but never instant. Then I found Kaspa. $KAS No one shilled it to me. No “airdrop soon.” No cult. No billion-dollar marketing. Just raw code. And something rare: consistency. I sent a transaction. It confirmed in under 2 seconds. It was final in less than 10. The fee? One ten-thousandth of a dollar. I thought: Wait — that’s it? No bridge. No L2. No delay. No drama. Just finality. Then I looked deeper. 10 blocks per second. A protocol called GhostDAG. A mathematical breakthrough: A network that scales by embracing parallelism — not suppressing it. It doesn’t skip decentralization. It doesn’t shortcut security. And yet it delivers faster-than-internet latency — on a permissionless, open network. I didn’t think Proof-of-Work could feel this smooth. But it does. Because it’s engineered, not marketed. Kaspa is what crypto would look like if it had been designed for people — not investors. Not louder. Just better. Try it once. Then tell me you don’t feel the difference. #Kaspa #BlockchainUX #Crypto #ProofOfWork #GhostDAG #Crescendo

I’ve used Ethereum. Waited for gas to drop. Switched wallets. Checked bridges. Paid $30 to move $15. I’ve used Solana. Watched it fly. Then stall. Then restart. I’ve used Bitcoin. Waited. And waited. Trusted, but never instant. Then I found Kaspa. $KAS No one shilled it to me. No “airdrop soon.” No cult. No billion-dollar marketing. Just raw code. And something rare: consistency. I sent a transaction. It confirmed in under 2 seconds. It was final in less than 10. The fee? One ten-thousandth of a dollar. I thought: Wait — that’s it? No bridge. No L2. No delay. No drama. Just finality. Then I looked deeper. 10 blocks per second. A protocol called GhostDAG. A mathematical breakthrough: A network that scales by embracing parallelism — not suppressing it. It doesn’t skip decentralization. It doesn’t shortcut security. And yet it delivers faster-than-internet latency — on a permissionless, open network. I didn’t think Proof-of-Work could feel this smooth. But it does. Because it’s engineered, not marketed. Kaspa is what crypto would look like if it had been designed for people — not investors. Not louder. Just better. Try it once. Then tell me you don’t feel the difference. #Kaspa #BlockchainUX #Crypto #ProofOfWork #GhostDAG #Crescendo

Kaspa𐤊Fox

80,876 次观看 • 1 年前

$BNB turns 9 today! On July 14, 2017, $BNB launched as an ERC-20 token on Ethereum. It started out as a utility token for a young exchange, and nine years later it sits at the center of one of the most active onchain ecosystems in crypto. Here’s a quick breakdown of that journey: 2017 - Launched on Ethereum at $0.15 with a 200M total supply 2019 - Migrated to its own chain and became a native asset for the first time 2020 - Binance Smart Chain went live, bringing EVM smart contracts and making $BNB the gas of a fast-growing dApp ecosystem 2021 - The DeFi and GameFi boom put the chain at the center of onchain activity, and $BNB reached $690 2022 - Binance Smart Chain became BNB Chain, and BNB took on a new meaning: Build N Build 2023 - The stack expanded with opBNB for scale and BNB Greenfield for storage 2024 - Beacon Chain fusion brought staking, governance, and everything else onto one chain 2025 - Pascal, Lorentz, and Maxwell cut block times from 3s to 0.75s, DEX volume set records, and $BNB hit a new all-time high of $1,370 2026 (so far) · Blocks now land in 450ms with 650ms finality, roughly double the throughput the chain had in January Along the way, over 65M of the original 200M $BNB supply has been burned, on the road to a final supply of 100M. The H2 2026 roadmap keeps the focus where it has been all year: doubling mainnet throughput again, and building a next-generation L1 designed for 100K+ TPS with transactions confirmed in under 50ms. Nine years in, and $BNB has never been faster to use, cheaper to move, or scarcer to hold. Happy birthday, $BNB.

$BNB turns 9 today! On July 14, 2017, $BNB launched as an ERC-20 token on Ethereum. It started out as a utility token for a young exchange, and nine years later it sits at the center of one of the most active onchain ecosystems in crypto. Here’s a quick breakdown of that journey: 2017 - Launched on Ethereum at $0.15 with a 200M total supply 2019 - Migrated to its own chain and became a native asset for the first time 2020 - Binance Smart Chain went live, bringing EVM smart contracts and making $BNB the gas of a fast-growing dApp ecosystem 2021 - The DeFi and GameFi boom put the chain at the center of onchain activity, and $BNB reached $690 2022 - Binance Smart Chain became BNB Chain, and BNB took on a new meaning: Build N Build 2023 - The stack expanded with opBNB for scale and BNB Greenfield for storage 2024 - Beacon Chain fusion brought staking, governance, and everything else onto one chain 2025 - Pascal, Lorentz, and Maxwell cut block times from 3s to 0.75s, DEX volume set records, and $BNB hit a new all-time high of $1,370 2026 (so far) · Blocks now land in 450ms with 650ms finality, roughly double the throughput the chain had in January Along the way, over 65M of the original 200M $BNB supply has been burned, on the road to a final supply of 100M. The H2 2026 roadmap keeps the focus where it has been all year: doubling mainnet throughput again, and building a next-generation L1 designed for 100K+ TPS with transactions confirmed in under 50ms. Nine years in, and $BNB has never been faster to use, cheaper to move, or scarcer to hold. Happy birthday, $BNB.

BNB Chain

96,059 次观看 • 2 个月前

April 30 • 12:00pm ET Art Blocks + OpenSea “Gift of time” began during my residency in Marfa, Texas, as part of the Art Blocks and OpenSea artist residency program, where a distinct shift in the experience of time became central to the work. In the desert, I felt time move differently. It stretched, slowed, and became something I noticed. After a few days, the rhythm changed. Moments felt longer, attention sharpened, and I became increasingly aware of each moment as it passed. This work comes from that condition. Time is not treated only as a theme, but as a system embedded in the structure of the piece. Different ways of measuring time, such as mechanical cycles, calendars, and lunar phases, are translated into rules that continuously transform the work. The piece does not represent time. It runs on it. Its movement is tied to blockchain time. Even when unseen, it continues to rotate and evolve. When loaded, it synchronizes with the present moment, but it does not begin when it is viewed, and it does not stop when it disappears from the screen. During the residency, I spent hours thinking, sketching, and making connections. Those connections are also visible. Elastic lines, like rubber bands, link elements across the piece, representing how memories connect, how one thought leads to another, and how everything builds over time. These same connections introduce moments where the system attempts to pull itself back, as if trying to regain control. But it never fully resets. It is not a loop. The movement continues, drifting forward, never returning to a fixed state. Visually, the work reveals its own construction. Lines, paths, and rotations expose an internal logic, like looking inside a mechanism. The drawing language recalls diagrams, technical sketches, or the interior of a mechanical watch. It is a system in motion, always active. “Gift of Time” exists because I was given time by Art Blocks, OpenSea, and above all my family. It is my way of saying thank you. It is both a reflection on time and a product of it. April 30 @ 12:00pm ET on Art blocks & OpenSea 1 / 1 / 365 • 0.02 Eth Art Blocks, OpenSea

April 30 • 12:00pm ET Art Blocks + OpenSea “Gift of time” began during my residency in Marfa, Texas, as part of the Art Blocks and OpenSea artist residency program, where a distinct shift in the experience of time became central to the work. In the desert, I felt time move differently. It stretched, slowed, and became something I noticed. After a few days, the rhythm changed. Moments felt longer, attention sharpened, and I became increasingly aware of each moment as it passed. This work comes from that condition. Time is not treated only as a theme, but as a system embedded in the structure of the piece. Different ways of measuring time, such as mechanical cycles, calendars, and lunar phases, are translated into rules that continuously transform the work. The piece does not represent time. It runs on it. Its movement is tied to blockchain time. Even when unseen, it continues to rotate and evolve. When loaded, it synchronizes with the present moment, but it does not begin when it is viewed, and it does not stop when it disappears from the screen. During the residency, I spent hours thinking, sketching, and making connections. Those connections are also visible. Elastic lines, like rubber bands, link elements across the piece, representing how memories connect, how one thought leads to another, and how everything builds over time. These same connections introduce moments where the system attempts to pull itself back, as if trying to regain control. But it never fully resets. It is not a loop. The movement continues, drifting forward, never returning to a fixed state. Visually, the work reveals its own construction. Lines, paths, and rotations expose an internal logic, like looking inside a mechanism. The drawing language recalls diagrams, technical sketches, or the interior of a mechanical watch. It is a system in motion, always active. “Gift of Time” exists because I was given time by Art Blocks, OpenSea, and above all my family. It is my way of saying thank you. It is both a reflection on time and a product of it. April 30 @ 12:00pm ET on Art blocks & OpenSea 1 / 1 / 365 • 0.02 Eth Art Blocks, OpenSea

Manuel Lariño ☔️

21,931 次观看 • 5 个月前

Share this with anyone heading into London today, and hit the repost button so more people see it 🔄 Footage sent in today shows two masked men on bikes in central London, one holding a handful of stolen phones, the other holding foil. The person filming says they’d stopped under a bridge minutes before to wrap the phones up, and were carrying a lot of them. Have you got your UB1UB2 discount card yet? Discounts at 100+ local spots for only £3 a month 👉 link in our bio The foil is the part most people don’t know about. It blocks the signal, so the phone drops off Find My straight away and can’t be traced while they move it on. That’s why your location goes dead within minutes of it being snatched. Keep your phone out of your hand near the road, and if it does get taken, don’t chase them, report it and get your network to block the IMEI so the handset is worthless to them. 🎥 Sent in by a follower 📍London #ub1ub2 #london #phonetheft

Share this with anyone heading into London today, and hit the repost button so more people see it 🔄 Footage sent in today shows two masked men on bikes in central London, one holding a handful of stolen phones, the other holding foil. The person filming says they’d stopped under a bridge minutes before to wrap the phones up, and were carrying a lot of them. Have you got your UB1UB2 discount card yet? Discounts at 100+ local spots for only £3 a month 👉 link in our bio The foil is the part most people don’t know about. It blocks the signal, so the phone drops off Find My straight away and can’t be traced while they move it on. That’s why your location goes dead within minutes of it being snatched. Keep your phone out of your hand near the road, and if it does get taken, don’t chase them, report it and get your network to block the IMEI so the handset is worthless to them. 🎥 Sent in by a follower 📍London #ub1ub2 #london #phonetheft

UB1UB2 West London (Southall)

90,970 次观看 • 1 个月前

Stateless History Node is almost like a regular Ethereum node, but it doesn't store state and it doesn't have EVM execution. It's used only for syncing events and thus - is faster and gives you FREE INDEXING. You don't have to pay 6 figures for RPC anymore! Just spin up a Stateless History Node, plug rindexer or Ponder there, and enjoy free (AND FAST!!) indexing! This node is syncing >1000 blocks per second at my local pc (less than 6hrs for the whole Ethereum), and it should use less than 200GB - which means you can host it on a MacMini, Hetzner or whatever. You can futhermore filter that by using block ranges or bloom filters, etc - I haven't developed this yet. What you see is a proof of concept. It works via native devp2p 'eth' protocol, but with EIP4444 and The Prune we would have to also support era1 archives and Portal Network. But so far it works - there are plenty of peers serving historical receipts, and they serve them FAST! If you run Stateless History Node you can also serve the blocks and receipts - so that could help to preserve archival data too. For now there is no data validation yet (and even no data storage - that's a very early PoC), but we can verify validity of chain by simultaneously running a lightweight CL node (or not lightweight if you're extremely paranoid). And then support verifying the hashes of receipts and blocks with their parents, maintaining full integrity and zero trust. It's also written in rust, btw. So, I guess, at least for Ethereum Mainnet the era of RPC's pumping moneybags is over - there's finally a local, trustless and free indexing alternative available. Too sad this won't work for Optimism / Base , cause despite introducing P2P after Bedrock - they haven't enabled receipts transfer in the protocol (or at least I couldn't find one). Arbitrum is even sadder - I don't believe there is a P2P layer at all - you just have to run your own node, hold state and execute blocks to get events. There is hope - Paradigm recently released Ress - stateless execution, but it requires nodes to support Witness preparation & exchange - but this could work for L2s - cause the main blocker for local RPCs rn is huge state (VPS with TB storage cost a lot), and the second blocker is EVM forks makes it hard to hold a node - it needs to be maintained, upgraded, etc. Ress at least solves the state part. But anyways, I will try to continue working on this and release some MVP version with RPC endpoint and data storage soon - follow the updates!

Stateless History Node is almost like a regular Ethereum node, but it doesn't store state and it doesn't have EVM execution. It's used only for syncing events and thus - is faster and gives you FREE INDEXING. You don't have to pay 6 figures for RPC anymore! Just spin up a Stateless History Node, plug rindexer or Ponder there, and enjoy free (AND FAST!!) indexing! This node is syncing >1000 blocks per second at my local pc (less than 6hrs for the whole Ethereum), and it should use less than 200GB - which means you can host it on a MacMini, Hetzner or whatever. You can futhermore filter that by using block ranges or bloom filters, etc - I haven't developed this yet. What you see is a proof of concept. It works via native devp2p 'eth' protocol, but with EIP4444 and The Prune we would have to also support era1 archives and Portal Network. But so far it works - there are plenty of peers serving historical receipts, and they serve them FAST! If you run Stateless History Node you can also serve the blocks and receipts - so that could help to preserve archival data too. For now there is no data validation yet (and even no data storage - that's a very early PoC), but we can verify validity of chain by simultaneously running a lightweight CL node (or not lightweight if you're extremely paranoid). And then support verifying the hashes of receipts and blocks with their parents, maintaining full integrity and zero trust. It's also written in rust, btw. So, I guess, at least for Ethereum Mainnet the era of RPC's pumping moneybags is over - there's finally a local, trustless and free indexing alternative available. Too sad this won't work for Optimism / Base , cause despite introducing P2P after Bedrock - they haven't enabled receipts transfer in the protocol (or at least I couldn't find one). Arbitrum is even sadder - I don't believe there is a P2P layer at all - you just have to run your own node, hold state and execute blocks to get events. There is hope - Paradigm recently released Ress - stateless execution, but it requires nodes to support Witness preparation & exchange - but this could work for L2s - cause the main blocker for local RPCs rn is huge state (VPS with TB storage cost a lot), and the second blocker is EVM forks makes it hard to hold a node - it needs to be maintained, upgraded, etc. Ress at least solves the state part. But anyways, I will try to continue working on this and release some MVP version with RPC endpoint and data storage soon - follow the updates!

Convergence Boy

29,823 次观看 • 8 个月前

Introducing USTX. The native stablecoin of the tx ecosystem will launch in October. USTX is issued on tx chain and built for what comes next: tokenized stocks, ETFs, and other real-world assets, providing stable liquidity on their native chain. Why a natively issued stablecoin? Tokenized markets are only as strong as the liquidity behind them. Today much of that liquidity sits in USDC, spread across many networks. USTX concentrates it into one native balance on tx, acting as a settlement layer for assets issued there. In traditional markets, trading and settlement are separate processes. On-chain, the asset and the payment can move together, and a native stablecoin allows that process to scale efficiently. USTX is one of the final additions before the tx marketplace goes live: a simple way to bring dollars onto tx and use them across the assets issued there. For issuers and traders, that means deeper liquidity in one place. For the ecosystem, it means the foundation is set for those assets to arrive. Fully backed 1:1 and issued by brale in partnership with tx.

Introducing USTX. The native stablecoin of the tx ecosystem will launch in October. USTX is issued on tx chain and built for what comes next: tokenized stocks, ETFs, and other real-world assets, providing stable liquidity on their native chain. Why a natively issued stablecoin? Tokenized markets are only as strong as the liquidity behind them. Today much of that liquidity sits in USDC, spread across many networks. USTX concentrates it into one native balance on tx, acting as a settlement layer for assets issued there. In traditional markets, trading and settlement are separate processes. On-chain, the asset and the payment can move together, and a native stablecoin allows that process to scale efficiently. USTX is one of the final additions before the tx marketplace goes live: a simple way to bring dollars onto tx and use them across the assets issued there. For issuers and traders, that means deeper liquidity in one place. For the ecosystem, it means the foundation is set for those assets to arrive. Fully backed 1:1 and issued by brale in partnership with tx.

tx

34,840 次观看 • 7 天前

Day 12/90 of Inference Engineering What is chunked prefill within vLLM? In continuation of yesterday's post on the high level architecture of vLLM, I want to dive deeper into vLLM core engine starting with the mechanics of chunked prefill. In this post, I will closely follow the original blog on the anatomy of vLLM. To start, let's define chunked prefill. It's a runtime inference optimization technique that splits a long input request so that it doesn’t monopolize the whole GPU. Keep in mind this is all within the context of vLLM. And since vLLM is an inference engine that's meant to serve a model to multiple concurrent users, having a GPU that’s fully monopolized on a single user's request means other users' requests would be in queue waiting to be processed. It isn’t too good to have the whole GPU occupied on a single request when the GPU is meant to be shared! So the key idea behind chunked prefill is to break the long request into smaller chunks, so that each chunk along with other users' requests gets processed and written into the KV cache together. Suppose we split up the long request into chunks and each chunk has 8 tokens. Now each memory block can hold 4 tokens. Therefore, 8 tokens can fit into 2 blocks of memory. After the first forward pass, 2 blocks are occupied, and after the second forward pass, 4 blocks of memory are occupied and so forth. Each forward pass handles a small chunk of the long request so that there's room in the same pass to keep serving other users' requests. Here's a small animation that I made today to fully visualize the idea behind chunked prefill when learning this topic~

Day 12/90 of Inference Engineering What is chunked prefill within vLLM? In continuation of yesterday's post on the high level architecture of vLLM, I want to dive deeper into vLLM core engine starting with the mechanics of chunked prefill. In this post, I will closely follow the original blog on the anatomy of vLLM. To start, let's define chunked prefill. It's a runtime inference optimization technique that splits a long input request so that it doesn’t monopolize the whole GPU. Keep in mind this is all within the context of vLLM. And since vLLM is an inference engine that's meant to serve a model to multiple concurrent users, having a GPU that’s fully monopolized on a single user's request means other users' requests would be in queue waiting to be processed. It isn’t too good to have the whole GPU occupied on a single request when the GPU is meant to be shared! So the key idea behind chunked prefill is to break the long request into smaller chunks, so that each chunk along with other users' requests gets processed and written into the KV cache together. Suppose we split up the long request into chunks and each chunk has 8 tokens. Now each memory block can hold 4 tokens. Therefore, 8 tokens can fit into 2 blocks of memory. After the first forward pass, 2 blocks are occupied, and after the second forward pass, 4 blocks of memory are occupied and so forth. Each forward pass handles a small chunk of the long request so that there's room in the same pass to keep serving other users' requests. Here's a small animation that I made today to fully visualize the idea behind chunked prefill when learning this topic~

max fu

29,585 次观看 • 2 个月前

Now that the above video of the Hasidic child with 'Payos' (sidecurls) went viral, many of you are wondering what's the story behind this interesting and unique hair style? Well guess what, this practice originates from God himself in the Bible. In Leviticus 19:27 it says, "You shall not round off the 'peyos' (corners) of your head." Most Orthodox Jews interpret this (based on the Talmud and other rabbinic texts) as a prohibition against shaving the sideburns above a certain point (the cheekbone). Hasidic Jews often adopt a stricter interpretation, holding that one should not cut the sidelocks at all, allowing them to grow long. The style of peyos varies widely even within the Orthodox community. Some men keep their peyos short, some tuck them behind their ears, and some curl them. Many Hasidic texts draw from sources like the Zohar and Arizal to explain the deep, spiritual meaning behind peyos. One interpretation suggests the hair in this area is a "gate" or channel for divine flow and energy. Another explanation is that the peyos create a symbolic separation between the front part of the brain, associated with intellectual and spiritual thought, and the rear part, associated with physical and material drives. Maintaining this distinction is a reminder to focus on spiritual goals. The act of curling itself may be considered hiddur mitzvah, or "beautifying the commandment," making the observance more aesthetically pleasing and purposeful.

Now that the above video of the Hasidic child with 'Payos' (sidecurls) went viral, many of you are wondering what's the story behind this interesting and unique hair style? Well guess what, this practice originates from God himself in the Bible. In Leviticus 19:27 it says, "You shall not round off the 'peyos' (corners) of your head." Most Orthodox Jews interpret this (based on the Talmud and other rabbinic texts) as a prohibition against shaving the sideburns above a certain point (the cheekbone). Hasidic Jews often adopt a stricter interpretation, holding that one should not cut the sidelocks at all, allowing them to grow long. The style of peyos varies widely even within the Orthodox community. Some men keep their peyos short, some tuck them behind their ears, and some curl them. Many Hasidic texts draw from sources like the Zohar and Arizal to explain the deep, spiritual meaning behind peyos. One interpretation suggests the hair in this area is a "gate" or channel for divine flow and energy. Another explanation is that the peyos create a symbolic separation between the front part of the brain, associated with intellectual and spiritual thought, and the rear part, associated with physical and material drives. Maintaining this distinction is a reminder to focus on spiritual goals. The act of curling itself may be considered hiddur mitzvah, or "beautifying the commandment," making the observance more aesthetically pleasing and purposeful.

Frum TikTok

180,850 次观看 • 10 个月前

VITALIK BUTERIN TARGETS 500 BILLION PRIVACY RECORDS WITH NEW DESIGN Ethereum $ETH co-founder, Vitalik Buterin (vitalik.eth) has a new idea for scaling the network. He wants to use something called keyed nonces, which could help with both privacy and storage at the same time. Buterin says a dedicated space for storing nullifiers could hold up to 500 billion entries over eight years without hurting decentralization. The problem with regular state is that it gets too large to manage, sometimes growing to hundreds of terabytes. Nullifiers are different. They follow a fixed, predictable structure, which makes them easier to handle using techniques like sharding and bloom filters. Buterin sees this as an early step toward building specialized storage on Ethereum, designed for specific jobs rather than trying to do everything at once.

VITALIK BUTERIN TARGETS 500 BILLION PRIVACY RECORDS WITH NEW DESIGN Ethereum $ETH co-founder, Vitalik Buterin (vitalik.eth) has a new idea for scaling the network. He wants to use something called keyed nonces, which could help with both privacy and storage at the same time. Buterin says a dedicated space for storing nullifiers could hold up to 500 billion entries over eight years without hurting decentralization. The problem with regular state is that it gets too large to manage, sometimes growing to hundreds of terabytes. Nullifiers are different. They follow a fixed, predictable structure, which makes them easier to handle using techniques like sharding and bloom filters. Buterin sees this as an early step toward building specialized storage on Ethereum, designed for specific jobs rather than trying to do everything at once.

BSCN

37,905 次观看 • 4 个月前

Brainrotting teens watching short form memes so much to the point that parts of the fragments of other memes become even more short form and get colluded in other memes to the point that it really doesnt make sense. However. Brain loves pattern recognition of these patterns and nonsensical randomly shown fragments of memes, because it is not long form reward, nor short form reward — but instantaneous; it is the only form of pleasure it can feel So brain tries to look for these patterns unconsciously, it sees patterns and similar resemblance in random things and adds a symbolical emotional labeling of truth to it. So everything becomes a piece of information and data. It gets stored in their subconscious brain and fires up everytime there is a resemblance. Extremely dangerous if weaponised but no one sees the patterns yet. However because of these pattern behaviours teens are split into two categories, the brainrots which God knows how it will end with them — consumers and slaves that later on might have no free will and be driven by pure chemical instinct. And those who see for truth in patterns. The latter is able to overcome modern day censoring and freedom of speech mechanisms, and possibly overcome the evil trying to control the world with pure silliness and having fun. (67 is part of a random pattern that someone said during a match score, and it became viral, nothing more but a collective participation to which youth finds identity by being and acting in it; “performing”) Its beauty lies not in the act but in those individuals that look beyond the chemical instincts of the lower mind. Example of the video below. It shows many fragmental elements of history, symbolism, that is collaged into art. Which by being seen individually or collectively it shows the expression on how man uses its own soul for these kind of co-creations he choses to participate in creation. Symbolism that can leave a person ask for its meaning and search for it, only by questioning himself not by a direct answer (short or long form). Of course which extreme beauty there is also extreme ugliness which are out there which I wont show here Lets see how it really turns out to be honest, West has no protection toward the subjective, the feminine, the subconscious. To which the inner sins of man try to exploit.

Brainrotting teens watching short form memes so much to the point that parts of the fragments of other memes become even more short form and get colluded in other memes to the point that it really doesnt make sense. However. Brain loves pattern recognition of these patterns and nonsensical randomly shown fragments of memes, because it is not long form reward, nor short form reward — but instantaneous; it is the only form of pleasure it can feel So brain tries to look for these patterns unconsciously, it sees patterns and similar resemblance in random things and adds a symbolical emotional labeling of truth to it. So everything becomes a piece of information and data. It gets stored in their subconscious brain and fires up everytime there is a resemblance. Extremely dangerous if weaponised but no one sees the patterns yet. However because of these pattern behaviours teens are split into two categories, the brainrots which God knows how it will end with them — consumers and slaves that later on might have no free will and be driven by pure chemical instinct. And those who see for truth in patterns. The latter is able to overcome modern day censoring and freedom of speech mechanisms, and possibly overcome the evil trying to control the world with pure silliness and having fun. (67 is part of a random pattern that someone said during a match score, and it became viral, nothing more but a collective participation to which youth finds identity by being and acting in it; “performing”) Its beauty lies not in the act but in those individuals that look beyond the chemical instincts of the lower mind. Example of the video below. It shows many fragmental elements of history, symbolism, that is collaged into art. Which by being seen individually or collectively it shows the expression on how man uses its own soul for these kind of co-creations he choses to participate in creation. Symbolism that can leave a person ask for its meaning and search for it, only by questioning himself not by a direct answer (short or long form). Of course which extreme beauty there is also extreme ugliness which are out there which I wont show here Lets see how it really turns out to be honest, West has no protection toward the subjective, the feminine, the subconscious. To which the inner sins of man try to exploit.

Rage ❉

332,451 次观看 • 9 个月前

I STOPPED REVIEWING MY OWN AGENT, SOMETHING ELSE DOES IT NOW I used to read every diff it produced and approve most of them, because an agent grading itself always says the work is good. -> Now a second model with different instructions tries to break the work first, and I only read what survived. Here is what is actually in the folder that took over the night shift: • the brief > CONTRACT.md -- what it may touch, and what it may never touch. > VISION.md -- the destination, so turn 47 still knows why it started. • the gate > judge/ -- a different model, never the one that wrote the code. > break-it.md -- it opens the page, clicks, screenshots, reports back. > -- no opinion, just zero or non-zero. > shift.yml -- 03:30 every night, laptop closed. • the memory > receipts/ -- one folder per night, dated and graded. > STATE.md -- where it stopped and what it escalated. > lessons.log -- the flaky test, written down once instead of rediscovered weekly. • the brakes > caps.json -- turn limit, retry limit, spend limit. > -- written on day one, used never. The generator decides what your loop can produce -> The judge decides what it refuses to produce. One of those is the part everyone builds -> The other is why most loops quietly fail. Bookmark it & Read Full breakdown below ↓

I STOPPED REVIEWING MY OWN AGENT, SOMETHING ELSE DOES IT NOW I used to read every diff it produced and approve most of them, because an agent grading itself always says the work is good. -> Now a second model with different instructions tries to break the work first, and I only read what survived. Here is what is actually in the folder that took over the night shift: • the brief > CONTRACT.md -- what it may touch, and what it may never touch. > VISION.md -- the destination, so turn 47 still knows why it started. • the gate > judge/ -- a different model, never the one that wrote the code. > break-it.md -- it opens the page, clicks, screenshots, reports back. > -- no opinion, just zero or non-zero. > shift.yml -- 03:30 every night, laptop closed. • the memory > receipts/ -- one folder per night, dated and graded. > STATE.md -- where it stopped and what it escalated. > lessons.log -- the flaky test, written down once instead of rediscovered weekly. • the brakes > caps.json -- turn limit, retry limit, spend limit. > -- written on day one, used never. The generator decides what your loop can produce -> The judge decides what it refuses to produce. One of those is the part everyone builds -> The other is why most loops quietly fail. Bookmark it & Read Full breakdown below ↓

slash1s

37,556 次观看 • 2 个月前

A GIRL BENT OVER A MECHANICAL BULL WITH A SIGN BEHIND HER THAT SAYS "BODIES: 1000+" WHILE MEN LINE UP BEHIND HER ONE BY ONE — THIS VIDEO DID 22 MILLION VIEWS AND IT'S A RODEO EVENT PROMO. Thread. Alright so look at this setup. She's at some kind of barn event. Hay bales, warehouse walls, mechanical bull. She's leaning over the machine with both hands on it, bent at the waist. Behind her there's a black sign with her photo that reads "Phillips' Glory. Size: S. Age: 24. Bodies: 1000+." And one by one, men walk up from behind her, shake her hand, and move on. That's the event. That's also not what 22 million people see when they watch this video. Here's what makes this the most efficiently suggestive setup I've ever seen on this platform. Every element is innocent by itself. A girl at a rodeo event. A stats board like you'd see for a bull. A handshake line. But the position she's in, the angle the men approach from, and the word "bodies" on the sign turn an event promo into something your brain can only read one way. She's bent over. They come from behind. The sign counts to 1000. Your brain did the math before you finished the first frame. "Bodies: 1000+" is the line doing all the heavy lifting. In rodeo it means bulls ridden. On the internet it means something else entirely and the person who wrote that sign knew exactly which audience would read which definition. The rodeo crowd sees a champion. The internet sees a body count. Both share the video. Neither audience knows they're sharing it for a completely different reason. She never stands up. Not once in 17 seconds. She stays bent over the bull the entire time while men approach, interact, and leave. The position is the format. If she was standing next to the bull this would be a meet-and-greet with 50K views. Bent over it with men approaching from behind it's a video that broke 20 million because your brain cannot overwrite what the geometry is telling it regardless of the context. The hay bales in the background are the final touch. They say "this is a barn, this is a rodeo, this is agriculture." And they're right. But a girl bent over in a barn while men line up behind her is also the opening scene of something that has nothing to do with agriculture and the hay bales are in both versions. The setting didn't change the read. The read hijacked the setting.

A GIRL BENT OVER A MECHANICAL BULL WITH A SIGN BEHIND HER THAT SAYS "BODIES: 1000+" WHILE MEN LINE UP BEHIND HER ONE BY ONE — THIS VIDEO DID 22 MILLION VIEWS AND IT'S A RODEO EVENT PROMO. Thread. Alright so look at this setup. She's at some kind of barn event. Hay bales, warehouse walls, mechanical bull. She's leaning over the machine with both hands on it, bent at the waist. Behind her there's a black sign with her photo that reads "Phillips' Glory. Size: S. Age: 24. Bodies: 1000+." And one by one, men walk up from behind her, shake her hand, and move on. That's the event. That's also not what 22 million people see when they watch this video. Here's what makes this the most efficiently suggestive setup I've ever seen on this platform. Every element is innocent by itself. A girl at a rodeo event. A stats board like you'd see for a bull. A handshake line. But the position she's in, the angle the men approach from, and the word "bodies" on the sign turn an event promo into something your brain can only read one way. She's bent over. They come from behind. The sign counts to 1000. Your brain did the math before you finished the first frame. "Bodies: 1000+" is the line doing all the heavy lifting. In rodeo it means bulls ridden. On the internet it means something else entirely and the person who wrote that sign knew exactly which audience would read which definition. The rodeo crowd sees a champion. The internet sees a body count. Both share the video. Neither audience knows they're sharing it for a completely different reason. She never stands up. Not once in 17 seconds. She stays bent over the bull the entire time while men approach, interact, and leave. The position is the format. If she was standing next to the bull this would be a meet-and-greet with 50K views. Bent over it with men approaching from behind it's a video that broke 20 million because your brain cannot overwrite what the geometry is telling it regardless of the context. The hay bales in the background are the final touch. They say "this is a barn, this is a rodeo, this is agriculture." And they're right. But a girl bent over in a barn while men line up behind her is also the opening scene of something that has nothing to do with agriculture and the hay bales are in both versions. The setting didn't change the read. The read hijacked the setting.

framexin

46,958 次观看 • 1 个月前

Introducing ml-intern, the agent that just automated the post-training team Hugging Face It's an open-source implementation of the real research loop that our ML researchers do every day. You give it a prompt, it researches papers, goes through citations, implements ideas in GPU sandboxes, iterates and builds deeply research-backed models for any use case. All built on the Hugging Face ecosystem. It can pull off crazy things: We made it train the best model for scientific reasoning. It went through citations from the official benchmark paper. Found OpenScience and NemoTron-CrossThink, added 7 difficulty-filtered dataset variants from ARC/SciQ/MMLU, and ran 12 SFT runs on Qwen3-1.7B. This pushed the score 10% → 32% on GPQA in under 10h. Claude Code's best: 22.99%. In healthcare settings it inspected available datasets, concluded they were too low quality, and wrote a script to generate 1100 synthetic data points from scratch for emergencies, hedging, multilingual etc. Then upsampled 50x for training. Beat Codex on HealthBench by 60%. For competitive mathematics, it wrote a full GRPO script, launched training with A100 GPUs on watched rewards claim and then collapse, and ran ablations until it succeeded. All fully backed by papers, autonomously. How it works? ml-intern makes full use of the HF ecosystem: - finds papers on arxiv and reads them fully, walks citation graphs, pulls datasets referenced in methodology sections and on - browses the Hub, reads recent docs, inspects datasets and reformats them before training so it doesn't waste GPU hours on bad data - launches training jobs on HF Jobs if no local GPUs are available, monitors runs, reads its own eval outputs, diagnoses failures, retrains ml-intern deeply embodies how researchers work and think. It knows how data should look like and what good models feel like. Releasing it today as a CLI and a web app you can use from your phone/desktop. CLI: Web + mobile: And the best part? We also provisioned 1k$ GPU resources and Anthropic credits for the quickest among you to use.

Introducing ml-intern, the agent that just automated the post-training team Hugging Face It's an open-source implementation of the real research loop that our ML researchers do every day. You give it a prompt, it researches papers, goes through citations, implements ideas in GPU sandboxes, iterates and builds deeply research-backed models for any use case. All built on the Hugging Face ecosystem. It can pull off crazy things: We made it train the best model for scientific reasoning. It went through citations from the official benchmark paper. Found OpenScience and NemoTron-CrossThink, added 7 difficulty-filtered dataset variants from ARC/SciQ/MMLU, and ran 12 SFT runs on Qwen3-1.7B. This pushed the score 10% → 32% on GPQA in under 10h. Claude Code's best: 22.99%. In healthcare settings it inspected available datasets, concluded they were too low quality, and wrote a script to generate 1100 synthetic data points from scratch for emergencies, hedging, multilingual etc. Then upsampled 50x for training. Beat Codex on HealthBench by 60%. For competitive mathematics, it wrote a full GRPO script, launched training with A100 GPUs on watched rewards claim and then collapse, and ran ablations until it succeeded. All fully backed by papers, autonomously. How it works? ml-intern makes full use of the HF ecosystem: - finds papers on arxiv and reads them fully, walks citation graphs, pulls datasets referenced in methodology sections and on - browses the Hub, reads recent docs, inspects datasets and reformats them before training so it doesn't waste GPU hours on bad data - launches training jobs on HF Jobs if no local GPUs are available, monitors runs, reads its own eval outputs, diagnoses failures, retrains ml-intern deeply embodies how researchers work and think. It knows how data should look like and what good models feel like. Releasing it today as a CLI and a web app you can use from your phone/desktop. CLI: Web + mobile: And the best part? We also provisioned 1k$ GPU resources and Anthropic credits for the quickest among you to use.

Aksel

1,268,589 次观看 • 5 个月前

Most people can’t hold a Reverse Plank because their nervous system doesn’t feel safe being that exposed. Collapsed shoulders and tight hips are postures of defense. This pose invites the body to leave that state. One minute a day can begin to reverse years of silent tension. If you want the fitness results you see in your mind to become real, you’ll need to teach your body how to relax first. Otherwise, forget the great transformation. You'll burn out before coming close to changing. At first, you may need to adjust the position or do shorter sets. You will notice slight improvements each time, whether it is strength, mobility, or endurance. One day, you will unlock the posture and feel much lighter within. Form Cues: - Hands shoulder-width apart, fingers pointing toward feet or slightly outward - Press palms firmly into the ground to engage shoulders - Lift hips in line with shoulders and heels - Squeeze glutes and push hips up, avoid letting them drop. - Keep legs straight and active, heels grounded - Draw shoulder blades down and together - Open the chest. - Gaze slightly upward or keep neck neutral - Breathe steadily, through the nose if possible - Hold tension evenly through arms, core, and legs Here are three adjustments you could make to ease into the Reverse Plank: 1. Bend the knees slightly - What it does: Reduces the load on tight hip flexors and stiff shoulders. - How to do it: Instead of keeping the legs fully straight, maintain a small bend at the knees and press through the heels. Focus on lifting the hips and opening the chest. 2. Use yoga blocks under the hands - What it does: Elevates the wrists and reduces wrist extension strain, especially for people with limited mobility or wrist pain. - How to do it: Place yoga blocks (or low, stable books) under your palms to give your shoulders more space and reduce the pressure on the wrists. 3. Turn the fingers outward slightly - What it does: Opens up tight shoulders and reduces internal rotation. - How to do it: Instead of pointing the fingers directly toward the feet, turn them slightly outward (about 30–45 degrees). This gives the shoulders more room to move and helps you stay open. You're not reading this by accident. Start using Reverse Planks to take your quality of life to the next level.

Most people can’t hold a Reverse Plank because their nervous system doesn’t feel safe being that exposed. Collapsed shoulders and tight hips are postures of defense. This pose invites the body to leave that state. One minute a day can begin to reverse years of silent tension. If you want the fitness results you see in your mind to become real, you’ll need to teach your body how to relax first. Otherwise, forget the great transformation. You'll burn out before coming close to changing. At first, you may need to adjust the position or do shorter sets. You will notice slight improvements each time, whether it is strength, mobility, or endurance. One day, you will unlock the posture and feel much lighter within. Form Cues: - Hands shoulder-width apart, fingers pointing toward feet or slightly outward - Press palms firmly into the ground to engage shoulders - Lift hips in line with shoulders and heels - Squeeze glutes and push hips up, avoid letting them drop. - Keep legs straight and active, heels grounded - Draw shoulder blades down and together - Open the chest. - Gaze slightly upward or keep neck neutral - Breathe steadily, through the nose if possible - Hold tension evenly through arms, core, and legs Here are three adjustments you could make to ease into the Reverse Plank: 1. Bend the knees slightly - What it does: Reduces the load on tight hip flexors and stiff shoulders. - How to do it: Instead of keeping the legs fully straight, maintain a small bend at the knees and press through the heels. Focus on lifting the hips and opening the chest. 2. Use yoga blocks under the hands - What it does: Elevates the wrists and reduces wrist extension strain, especially for people with limited mobility or wrist pain. - How to do it: Place yoga blocks (or low, stable books) under your palms to give your shoulders more space and reduce the pressure on the wrists. 3. Turn the fingers outward slightly - What it does: Opens up tight shoulders and reduces internal rotation. - How to do it: Instead of pointing the fingers directly toward the feet, turn them slightly outward (about 30–45 degrees). This gives the shoulders more room to move and helps you stay open. You're not reading this by accident. Start using Reverse Planks to take your quality of life to the next level.

Alex Bernier

71,160 次观看 • 1 年前

I just built a Meta Ads diagnostic in Claude Code that tells you WHY your account broke, not just what changed 🤯 It spins up a team of agents that each investigate a different reason performance dropped, then argue against each other to kill the wrong answer before it ever reaches you. All inside Claude Code. Perfect for DTC brands and agencies who panic-kill creative the second CPA spikes. If you've watched ROAS fall off a cliff and opened Ads Manager with ten tabs going, you already know what happens next. Your gut says "creative fatigue." You kill your best-performing ad. A week later performance is still broken, because that was never the problem. Guessing wrong is the most expensive move in paid social. This workflow ends the guessing: → One agent investigates each competing theory — creative fatigue, budget and delivery changes, traffic quality, offer and seasonality → Each one is blind to the others, reasoning only from its own slice of the data so they can't bias each other → A refuter agent then attacks every surviving theory and tries to kill it → A theory only stands if the data can't disprove it → You get a ranked diagnosis: the real cause, the evidence for and against it, and the one move to make this week No anchoring on the first obvious answer. No killing winning creative on a hunch. No "here's what happened" reports that never tell you why. What you get: → Every theory tested in parallel instead of one biased guess → An adversarial pass that kills the wrong answer before you act on it → A ranked diagnosis with confidence levels and evidence both ways → A reusable workflow you drop next month's export into and re-run Built 100% in Claude Code with the new dynamic workflows. The first account I ran it on looked like textbook creative fatigue. The workflow disagreed, and traced the real cause to a budget change that had doubled spend and flooded delivery with junk traffic. I put together a full playbook with the exact workflow, the prompt, and how to run it on your own account. Want it for free? > Like this post > Comment "META" And I'll send it over (must be following so I can DM)

I just built a Meta Ads diagnostic in Claude Code that tells you WHY your account broke, not just what changed 🤯 It spins up a team of agents that each investigate a different reason performance dropped, then argue against each other to kill the wrong answer before it ever reaches you. All inside Claude Code. Perfect for DTC brands and agencies who panic-kill creative the second CPA spikes. If you've watched ROAS fall off a cliff and opened Ads Manager with ten tabs going, you already know what happens next. Your gut says "creative fatigue." You kill your best-performing ad. A week later performance is still broken, because that was never the problem. Guessing wrong is the most expensive move in paid social. This workflow ends the guessing: → One agent investigates each competing theory — creative fatigue, budget and delivery changes, traffic quality, offer and seasonality → Each one is blind to the others, reasoning only from its own slice of the data so they can't bias each other → A refuter agent then attacks every surviving theory and tries to kill it → A theory only stands if the data can't disprove it → You get a ranked diagnosis: the real cause, the evidence for and against it, and the one move to make this week No anchoring on the first obvious answer. No killing winning creative on a hunch. No "here's what happened" reports that never tell you why. What you get: → Every theory tested in parallel instead of one biased guess → An adversarial pass that kills the wrong answer before you act on it → A ranked diagnosis with confidence levels and evidence both ways → A reusable workflow you drop next month's export into and re-run Built 100% in Claude Code with the new dynamic workflows. The first account I ran it on looked like textbook creative fatigue. The workflow disagreed, and traced the real cause to a budget change that had doubled spend and flooded delivery with junk traffic. I put together a full playbook with the exact workflow, the prompt, and how to run it on your own account. Want it for free? > Like this post > Comment "META" And I'll send it over (must be following so I can DM)

Mike Futia

12,875 次观看 • 3 个月前

China's central bank has now bought gold for 19 months straight, the largest official buyer on earth. And this week, as gold broke 4,000 dollars, China's biggest banks moved to push ordinary Chinese out of leveraged gold trading, with at least one warning it will liquidate any position not closed by month-end. Both are true at once, and together they explain what this crash really is. Start with what is being banned, because the words matter. ICBC and a string of other banks are shutting down retail trading in what the Chinese themselves call paper gold, the margined, leveraged contracts where you bet on the price without ever owning a bar. Some banks lifted the margin requirement to 140 percent to choke the leverage off before closing the products outright. Physical gold, meanwhile, stays wide open. Coins, bars, savings plans, ETFs, all fine. It is only the paper, the leverage, the casino, that is being shut, the last step in a five-year retreat that the crash just finished. Officially this is about protecting small investors, and that part is real. The same kind of leverage wiped out a wave of Chinese retail in a 2020 commodity blowup. But set the ban beside what the state is doing and something larger comes into view. While its citizens are pushed out of the paper, the People's Bank of China has spent those same 19 months buying the physical metal, more than two thousand three hundred tonnes of it now, accumulating straight through a 28 percent crash that scared everyone else out. Beijing is not trading gold. It is hoarding it. That is the strategy in one frame. China looked at the two things both called gold, the paper bet and the physical bar, and made a choice no Western government would make. It is taking the metal for the state and closing the casino for everyone else. The reason sits in a single date. 2022, when Russia's reserves were frozen with a keystroke. That taught every country outside the Western system one lesson: dollars in an account can be switched off, gold in your own vault cannot. So China is building its monetary independence out of the one asset nobody can freeze, and it does not want that foundation in the hands of leveraged traders who panic-sell in a crash, or priced by a paper market it does not control. Watch this month and the two worlds split in real time. Western investors were forced out of their gold by margin calls and a rate scare. China's central bank bought that exact dip with both hands. One side treats gold as a trade. The other treats it as the floor under a currency. The West is selling paper gold and calling it a crash. China is buying physical gold and calling it a foundation. In ten years, only one of them will look like it understood what gold was for. The metal is already moving to that side.

China's central bank has now bought gold for 19 months straight, the largest official buyer on earth. And this week, as gold broke 4,000 dollars, China's biggest banks moved to push ordinary Chinese out of leveraged gold trading, with at least one warning it will liquidate any position not closed by month-end. Both are true at once, and together they explain what this crash really is. Start with what is being banned, because the words matter. ICBC and a string of other banks are shutting down retail trading in what the Chinese themselves call paper gold, the margined, leveraged contracts where you bet on the price without ever owning a bar. Some banks lifted the margin requirement to 140 percent to choke the leverage off before closing the products outright. Physical gold, meanwhile, stays wide open. Coins, bars, savings plans, ETFs, all fine. It is only the paper, the leverage, the casino, that is being shut, the last step in a five-year retreat that the crash just finished. Officially this is about protecting small investors, and that part is real. The same kind of leverage wiped out a wave of Chinese retail in a 2020 commodity blowup. But set the ban beside what the state is doing and something larger comes into view. While its citizens are pushed out of the paper, the People's Bank of China has spent those same 19 months buying the physical metal, more than two thousand three hundred tonnes of it now, accumulating straight through a 28 percent crash that scared everyone else out. Beijing is not trading gold. It is hoarding it. That is the strategy in one frame. China looked at the two things both called gold, the paper bet and the physical bar, and made a choice no Western government would make. It is taking the metal for the state and closing the casino for everyone else. The reason sits in a single date. 2022, when Russia's reserves were frozen with a keystroke. That taught every country outside the Western system one lesson: dollars in an account can be switched off, gold in your own vault cannot. So China is building its monetary independence out of the one asset nobody can freeze, and it does not want that foundation in the hands of leveraged traders who panic-sell in a crash, or priced by a paper market it does not control. Watch this month and the two worlds split in real time. Western investors were forced out of their gold by margin calls and a rate scare. China's central bank bought that exact dip with both hands. One side treats gold as a trade. The other treats it as the floor under a currency. The West is selling paper gold and calling it a crash. China is buying physical gold and calling it a foundation. In ten years, only one of them will look like it understood what gold was for. The metal is already moving to that side.

Shanaka Anslem Perera ⚡

327,551 次观看 • 3 个月前

i'm not fine after reading this a guy with a laptop got his own silicon chip manufactured with software Google gave away. the commercial version of that software rents for up to $1,000,000 a year. he never signed a vendor contract and never paid for a seat. he wrote the logic, pushed it to GitHub, and nine months later a wafer came out of a fab. getting silicon with your name in it used to take a company. now it takes nine months. his slot was 160 by 100 microns: about 1,000 logic gates, 8 inputs, 8 outputs, clocked past 50 MHz. more than 600 designs have already come back this way. this is the open silicon stack. Google and SkyWater published a complete 130nm manufacturing process, DARPA funded the software that turns code into a fab-ready file, and all of it sits in public repositories. turns out the whole flow fits in a git push: - write the logic in Verilog, or drag gates around in a browser if you have never done this - push to GitHub, an action runs synthesis, placement, routing and sign-off on the commit - OpenROAD finishes place-and-route with no human in the loop, code to fab file inside 24 hours - SKY130 carries the fab's real design rules, so passing the checks means it is manufacturable - a few hundred designs share one wafer, which is the only reason a person can afford the masks nobody puts this part in the thread: 130nm is roughly where the industry stood in 2001, and you wait six to nine months for silicon. this does not get you a GPU. it gets you a real object with your logic inside it. bookmark this. the video is one of those designs opened layer by layer, and every rectangle in it exists in the file that was sent to the fab.

i'm not fine after reading this a guy with a laptop got his own silicon chip manufactured with software Google gave away. the commercial version of that software rents for up to $1,000,000 a year. he never signed a vendor contract and never paid for a seat. he wrote the logic, pushed it to GitHub, and nine months later a wafer came out of a fab. getting silicon with your name in it used to take a company. now it takes nine months. his slot was 160 by 100 microns: about 1,000 logic gates, 8 inputs, 8 outputs, clocked past 50 MHz. more than 600 designs have already come back this way. this is the open silicon stack. Google and SkyWater published a complete 130nm manufacturing process, DARPA funded the software that turns code into a fab-ready file, and all of it sits in public repositories. turns out the whole flow fits in a git push: - write the logic in Verilog, or drag gates around in a browser if you have never done this - push to GitHub, an action runs synthesis, placement, routing and sign-off on the commit - OpenROAD finishes place-and-route with no human in the loop, code to fab file inside 24 hours - SKY130 carries the fab's real design rules, so passing the checks means it is manufacturable - a few hundred designs share one wafer, which is the only reason a person can afford the masks nobody puts this part in the thread: 130nm is roughly where the industry stood in 2001, and you wait six to nine months for silicon. this does not get you a GPU. it gets you a real object with your logic inside it. bookmark this. the video is one of those designs opened layer by layer, and every rectangle in it exists in the file that was sent to the fab.

Argona

150,798 次观看 • 2 个月前

hypergamy is going to hit women like a 50-megaton thermonuclear bomb, and the reason is because these women are hypergamous themselves female hypergamy hit society first due to the natural supply/demand gap between the sexes, and it's certainly caused somewhat of a death spiral of intersexual relations, but the outcome will not be this hypercompetition between men for women, but rather men checking out of the game entirely as the juice stops being worth the squeeze porn is only getting more immersive and sex bots are on the way, and social media exposes men to 10/10 women nonstop; why then would men break their backs for a crumb of attention for mediocre women? even men with genuine value to bring struggle in the current dating market, the fatigue is beginning to set in for women there are two options: a) make the squeeze easier, or b) make the juice more worthwhile a) would require that they lower their standards and expectations, make themselves more accessible, accept a man with less to offer when they know someone better is out there they don't have that in them, so they resort to b) b) means making the juice tastier, it mean tightening up the juice's nasolabial folds and waist-to-hip ratio. it means injecting the juice with hyaluronic acid fillers and, when that isn't enough to get ahead, it means making real changes to the juice's recipe like getting structural surgery there is a very small supply of beautiful people on this planet, but in the age of the internet that small supply is accessible to everyone at all times instead of being a random beautiful stranger you may rarely come across on the street. everyone’s perceptions of what is accessible to them is being distorted, and even if only 1% of people are truly beautiful themselves that is enough for 99% of the subpar masses to feel like they can share. past a certain point of abundance a person cannot comprehend the difference between 10 million people and 1 billion, it’s just a lot. if 1 billion compete for 10 million it still feels like an infinite prize pool. this has corrupted women tremendously, but it is absolutely going to and already beginning to do the same with men as men get more and more immersed in and addicted to cheap hits of sexual dopamine such as porn, social media, online dating (which is a corrupting force for both genders) they will be less and less willing to settle for a girl who is any less than perfect because quite frankly, she probably just won’t be worth it to them anyway there is already a long cultural precedent for women going to extreme measures to looksmaxx for male attention, if men start to become fed up with them and hypergamy increases on both ends the blackpill will explode with women. already women know when they are left on delivered by chad that if they were prettier this wouldn’t be happening, they are beginning to make this observation en masse and it is driving the rise in radfem and “femcel” (i.e. girl who can’t bag chad) ideology. women are realizing that body positivity and self-love was a scam, and that looks are law i’m betting all in on the upcoming female blackpill trend, putting my stock in it. i’d keep an eye out for it because it has already begun and it’s only going to get bigger

Sensitive content

hypergamy is going to hit women like a 50-megaton thermonuclear bomb, and the reason is because these women are hypergamous themselves female hypergamy hit society first due to the natural supply/demand gap between the sexes, and it's certainly caused somewhat of a death spiral of intersexual relations, but the outcome will not be this hypercompetition between men for women, but rather men checking out of the game entirely as the juice stops being worth the squeeze porn is only getting more immersive and sex bots are on the way, and social media exposes men to 10/10 women nonstop; why then would men break their backs for a crumb of attention for mediocre women? even men with genuine value to bring struggle in the current dating market, the fatigue is beginning to set in for women there are two options: a) make the squeeze easier, or b) make the juice more worthwhile a) would require that they lower their standards and expectations, make themselves more accessible, accept a man with less to offer when they know someone better is out there they don't have that in them, so they resort to b) b) means making the juice tastier, it mean tightening up the juice's nasolabial folds and waist-to-hip ratio. it means injecting the juice with hyaluronic acid fillers and, when that isn't enough to get ahead, it means making real changes to the juice's recipe like getting structural surgery there is a very small supply of beautiful people on this planet, but in the age of the internet that small supply is accessible to everyone at all times instead of being a random beautiful stranger you may rarely come across on the street. everyone’s perceptions of what is accessible to them is being distorted, and even if only 1% of people are truly beautiful themselves that is enough for 99% of the subpar masses to feel like they can share. past a certain point of abundance a person cannot comprehend the difference between 10 million people and 1 billion, it’s just a lot. if 1 billion compete for 10 million it still feels like an infinite prize pool. this has corrupted women tremendously, but it is absolutely going to and already beginning to do the same with men as men get more and more immersed in and addicted to cheap hits of sexual dopamine such as porn, social media, online dating (which is a corrupting force for both genders) they will be less and less willing to settle for a girl who is any less than perfect because quite frankly, she probably just won’t be worth it to them anyway there is already a long cultural precedent for women going to extreme measures to looksmaxx for male attention, if men start to become fed up with them and hypergamy increases on both ends the blackpill will explode with women. already women know when they are left on delivered by chad that if they were prettier this wouldn’t be happening, they are beginning to make this observation en masse and it is driving the rise in radfem and “femcel” (i.e. girl who can’t bag chad) ideology. women are realizing that body positivity and self-love was a scam, and that looks are law i’m betting all in on the upcoming female blackpill trend, putting my stock in it. i’d keep an eye out for it because it has already begun and it’s only going to get bigger

𝖒𝖔𝖌𝖌𝖎𝖓𝖌

43,916 次观看 • 2 个月前