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compute is entering its price discovery era benchmarks and forward curves are turning gpu-hours into a hedgeable asset class as cme and silicon data prepare to introduce compute futures on october 5 incentiv is built for what happens when demand becomes economic state

Incentiv

290,496 subscribers

10,716 次观看 • 25 天前 •via X (Twitter)

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What an incredible day at the Open Source AI Summit Singapore yesterday! Huge thanks to @ericaplanet, Erica Kang, and NEAR Protocol for making this event a massive success. Highlights: 🔑 Keynote by Exabits CIO Jonathan Jaranilla Jonathan on “Compute as the Next Asset Class” was a game-changer! 💬 Our CIO Jonathan also joined the insightful panel on “Liquidity of Data and Compute” and sparked amazing discussions. We are looking forward to more innovation and collaboration in the AI space!

What an incredible day at the Open Source AI Summit Singapore yesterday! Huge thanks to @ericaplanet, Erica Kang, and NEAR Protocol for making this event a massive success. Highlights: 🔑 Keynote by Exabits CIO Jonathan Jaranilla Jonathan on “Compute as the Next Asset Class” was a game-changer! 💬 Our CIO Jonathan also joined the insightful panel on “Liquidity of Data and Compute” and sparked amazing discussions. We are looking forward to more innovation and collaboration in the AI space!

Exabits

10,956 次观看 • 2 年前

LayerAI Compute: Decentralized GPU Power for AI 🧬 LayerAI is stepping into the physical AI infrastructure game with our latest: DePin for AI Computing. This move tackles a key AI/ML market gap: instant, on-demand compute power, available worldwide with just a few clicks. We're not just decentralizing data with AI2Earn; we're now also decentralizing the compute, making the AI ecosystem stronger and more resilient. The first iteration of this product will go live in the 2nd week of February.

LayerAI Compute: Decentralized GPU Power for AI 🧬 LayerAI is stepping into the physical AI infrastructure game with our latest: DePin for AI Computing. This move tackles a key AI/ML market gap: instant, on-demand compute power, available worldwide with just a few clicks. We're not just decentralizing data with AI2Earn; we're now also decentralizing the compute, making the AI ecosystem stronger and more resilient. The first iteration of this product will go live in the 2nd week of February.

LayerAI | AI2Earn

23,658 次观看 • 1 年前

Operational databases have long relied on tightly coupled compute and storage. This architecture creates resource contention and pushes teams to manage infrastructure rather than build. As applications become more real time and automated, the transactional layer needs to adapt. Databricks Lakebase is built for that evolution: • Familiar Postgres semantics for app developers • Compute separated from durable state • Operational data running directly on the lakehouse • Serverless autoscaling (including scale to zero), branching, and recovery to match agent-driven workload Now generally available:

Operational databases have long relied on tightly coupled compute and storage. This architecture creates resource contention and pushes teams to manage infrastructure rather than build. As applications become more real time and automated, the transactional layer needs to adapt. Databricks Lakebase is built for that evolution: • Familiar Postgres semantics for app developers • Compute separated from durable state • Operational data running directly on the lakehouse • Serverless autoscaling (including scale to zero), branching, and recovery to match agent-driven workload Now generally available:

Databricks

18,756 次观看 • 7 个月前

Blast off to the future of trading with Pyth Data. Blast Futures is the #1 Perpetual Futures Exchange with native yield. Built on the Blast, BFX offers deep liquidity coupled with the smoothest UX around. Learn more about the integration below: ℹ️ About Blast Futures BFX provides a smooth, intuitive trading platform that enables up to 5% automatic interest on balances. Coupled with a revolutionary liquidity provision through its Dynamic AMM and omnichain liquidity bootstrap, users enjoy the best of both CEX and DEX functionalities when trading on BFX. 🔮 Blast Futures is Powered by Pyth Blast Futures leverages Pyth Price Feeds to update the price levels of the AMM strategy with the most accurate and lowest-latency data.

Blast off to the future of trading with Pyth Data. Blast Futures is the #1 Perpetual Futures Exchange with native yield. Built on the Blast, BFX offers deep liquidity coupled with the smoothest UX around. Learn more about the integration below: ℹ️ About Blast Futures BFX provides a smooth, intuitive trading platform that enables up to 5% automatic interest on balances. Coupled with a revolutionary liquidity provision through its Dynamic AMM and omnichain liquidity bootstrap, users enjoy the best of both CEX and DEX functionalities when trading on BFX. 🔮 Blast Futures is Powered by Pyth Blast Futures leverages Pyth Price Feeds to update the price levels of the AMM strategy with the most accurate and lowest-latency data.

Pyth Network 🔮

21,521 次观看 • 2 年前

🎙DePIN: Builders & Big Ideas Tomorrow at 5 PM UTC Join Acurast, YOM, Nordic, Passive Crypto Mining and TheHobbyistMiner as we dive into the real state of DePIN and explore why decentralized compute is shaping the future. Bring your questions, jump into the conversation live and don’t forget to set a reminder for tomorrow! See you there!

🎙DePIN: Builders & Big Ideas Tomorrow at 5 PM UTC Join Acurast, YOM, Nordic, Passive Crypto Mining and TheHobbyistMiner as we dive into the real state of DePIN and explore why decentralized compute is shaping the future. Bring your questions, jump into the conversation live and don’t forget to set a reminder for tomorrow! See you there!

Acurast

58,807 次观看 • 8 个月前

We're excited to announce that the team has selected a site with a high voltage, direct-access substation for the world’s first tokenized data center. This site, powered by 70 MVA transformers stepping down 138 kV transmission to distribution, will consume in under 10 hours the equivalent of all 1.5 million miles of OpenVPP vehicle trips to date. The potential to turn this new class of infrastructure into an Open Virtual Power Plant with dynamic demand response and instantaneous revenue grade settlement is a cornerstone of what we're building at OpenVPP. Energy, compute, and digital capital are converging in real-time, right here. $OVPP is bringing the world’s first data center onchain.

We're excited to announce that the team has selected a site with a high voltage, direct-access substation for the world’s first tokenized data center. This site, powered by 70 MVA transformers stepping down 138 kV transmission to distribution, will consume in under 10 hours the equivalent of all 1.5 million miles of OpenVPP vehicle trips to date. The potential to turn this new class of infrastructure into an Open Virtual Power Plant with dynamic demand response and instantaneous revenue grade settlement is a cornerstone of what we're building at OpenVPP. Energy, compute, and digital capital are converging in real-time, right here. $OVPP is bringing the world’s first data center onchain.

OpenVPP

61,447 次观看 • 4 个月前

Pyth Data makes you smile 😄 bitSmiley | bitUSD is a Bitcoin-native stablecoin protocol built on Merlin Chain. bitSmiley is proudly powered by Pyth! Learn more about the integration below: ℹ️ About bitSmiley bitSmiley is a protocol based on the Bitcoin blockchain under the Fintegra framework and offers users: - A decentralized overcollateralized stablecoin protocol - A native trustless lending protocol - A derivatives protocol. These components work together to provide a comprehensive financial ecosystem on the Bitcoin blockchain, enhancing its functionality and utility in the DeFi space. 🔮 bitSmiley is Powered by Pyth bitSmiley leverages the Pyth Price Feeds to ensure the most accurate price data for their BTC price. Pyth’s oracle data is sourced from first-party institutional and decentralized sources that actively participate in price discovery, enabling highly reliable, secure, and accurate price feeds.

Pyth Data makes you smile 😄 bitSmiley | bitUSD is a Bitcoin-native stablecoin protocol built on Merlin Chain. bitSmiley is proudly powered by Pyth! Learn more about the integration below: ℹ️ About bitSmiley bitSmiley is a protocol based on the Bitcoin blockchain under the Fintegra framework and offers users: - A decentralized overcollateralized stablecoin protocol - A native trustless lending protocol - A derivatives protocol. These components work together to provide a comprehensive financial ecosystem on the Bitcoin blockchain, enhancing its functionality and utility in the DeFi space. 🔮 bitSmiley is Powered by Pyth bitSmiley leverages the Pyth Price Feeds to ensure the most accurate price data for their BTC price. Pyth’s oracle data is sourced from first-party institutional and decentralized sources that actively participate in price discovery, enabling highly reliable, secure, and accurate price feeds.

Pyth Network 🔮

45,370 次观看 • 2 年前

This is what happens when 48GB of VRAM isn't enough. Someone put 4× NVIDIA RTX A6000 inside an HP Z8 Fury G5. That gives you 192GB of VRAM across four GPUs. But here's the interesting part: You don't magically get one 192GB GPU. The memory is split across four cards, and the software has to manage how the model is distributed between them. That's why these machines are interesting for local AI. The problem isn't always compute. Sometimes you just need somewhere to put the model. Would you build this today, or go for a newer GPU with more bandwidth?

This is what happens when 48GB of VRAM isn't enough. Someone put 4× NVIDIA RTX A6000 inside an HP Z8 Fury G5. That gives you 192GB of VRAM across four GPUs. But here's the interesting part: You don't magically get one 192GB GPU. The memory is split across four cards, and the software has to manage how the model is distributed between them. That's why these machines are interesting for local AI. The problem isn't always compute. Sometimes you just need somewhere to put the model. Would you build this today, or go for a newer GPU with more bandwidth?

KyzoroX

81,436 次观看 • 17 天前

🍖WHAT TO UNDERSTAND ABOUT $BONE 🍖 With the launch of Shibarium, Bone which serves as the gas fee , is expected to see a significant surge in price. Here's why: 1. Increased Demand: #Shibarium's introduction will lead to a surge in overall usage and adoption within the Shiba ecosystem. As more transactions occur on the blockchain, there will be a higher demand for Bone as users need it to pay for gas fees. This increased demand for Bone will likely drive its price upwards. 2. Essentiality and Utility: Bone becomes a vital asset within the Shiba ecosystem as the designated currency for gas fees. Its primary function in facilitating transactions and interacting with the network establishes its intrinsic value and necessity. As Shibarium adoption grows, the demand for Bone will increase, potentially leading to a surge in its price. 3. Limited Supply: If the supply of Bone remains fixed or grows at a slower rate compared to its increasing demand, scarcity will come into play. The limited availability of $Bone, combined with its growing utility, can contribute to its price explosion. 4. Network Effect: Shibarium's traction will create a network effect where the value of Bone increases as more participants join the ecosystem. As the user base expands, the demand for Bone rises, creating a positive feedback loop that can drive up its price. 5. Investor Confidence: The successful launch of Shibarium will likely instill confidence in investors, attracting more attention and potential investment to the ecosystem. Positive sentiment, along with the platform's technological advancements and utility, can contribute to the price appreciation of $Bone. #Shibarium operates as a Layer 2 solution, reducing gas fees significantly and enhancing scalability. This scalability improvement allows for a larger volume of transactions at a lower cost. The combination of reduced gas fees and increased transaction capacity creates a favorable environment, further fueling the potential price explosion of Bone.

🍖WHAT TO UNDERSTAND ABOUT $BONE 🍖 With the launch of Shibarium, Bone which serves as the gas fee , is expected to see a significant surge in price. Here's why: 1. Increased Demand: #Shibarium's introduction will lead to a surge in overall usage and adoption within the Shiba ecosystem. As more transactions occur on the blockchain, there will be a higher demand for Bone as users need it to pay for gas fees. This increased demand for Bone will likely drive its price upwards. 2. Essentiality and Utility: Bone becomes a vital asset within the Shiba ecosystem as the designated currency for gas fees. Its primary function in facilitating transactions and interacting with the network establishes its intrinsic value and necessity. As Shibarium adoption grows, the demand for Bone will increase, potentially leading to a surge in its price. 3. Limited Supply: If the supply of Bone remains fixed or grows at a slower rate compared to its increasing demand, scarcity will come into play. The limited availability of $Bone, combined with its growing utility, can contribute to its price explosion. 4. Network Effect: Shibarium's traction will create a network effect where the value of Bone increases as more participants join the ecosystem. As the user base expands, the demand for Bone rises, creating a positive feedback loop that can drive up its price. 5. Investor Confidence: The successful launch of Shibarium will likely instill confidence in investors, attracting more attention and potential investment to the ecosystem. Positive sentiment, along with the platform's technological advancements and utility, can contribute to the price appreciation of $Bone. #Shibarium operates as a Layer 2 solution, reducing gas fees significantly and enhancing scalability. This scalability improvement allows for a larger volume of transactions at a lower cost. The combination of reduced gas fees and increased transaction capacity creates a favorable environment, further fueling the potential price explosion of Bone.

𝐋𝐔𝐂𝐈𝐄

34,483 次观看 • 3 年前

What if the cloud wasn’t owned by Big Tech? ☁️🔓 DePIN is one of the defining narratives of this cycle, and Acurast is pushing it forward by turning everyday smartphones into a decentralised, secure global compute network. We’ve removed the friction so anyone can access $ACU. No bridges. No gas headaches. No complexity. Your gateway to Acurast: 💰 Buy with 15 fiat currencies (inc. GBP, EUR, USD AED & CHF) 💳 Apple Pay & Google Pay supported 🔀 Swap from 400+ crypto assets via our Meta-Exchange for the best available market price in just one tap. One app. One tap. Question for the DePIN community 👇 Is decentralised compute finally ready for the mainstream?

What if the cloud wasn’t owned by Big Tech? ☁️🔓 DePIN is one of the defining narratives of this cycle, and Acurast is pushing it forward by turning everyday smartphones into a decentralised, secure global compute network. We’ve removed the friction so anyone can access $ACU. No bridges. No gas headaches. No complexity. Your gateway to Acurast: 💰 Buy with 15 fiat currencies (inc. GBP, EUR, USD AED & CHF) 💳 Apple Pay & Google Pay supported 🔀 Swap from 400+ crypto assets via our Meta-Exchange for the best available market price in just one tap. One app. One tap. Question for the DePIN community 👇 Is decentralised compute finally ready for the mainstream?

SwissBorg

22,613 次观看 • 7 个月前

Elon Musk is building a data center that no grid has to power and no county has to approve. Musk: “Think of it as a rack of compute in space.” Orbital hardware has always been custom. Each satellite is its own program, its own team, its own decade. SpaceX’s AI1 satellites are copies of each other. Each is built around a single Nvidia NVL72, the same rack-scale architecture running the largest data centers on the ground, redesigned to fly. Space stops being a program and becomes an inventory. Designing for orbit made the rack simpler and cheaper than the ground version, so SpaceX plans to run the space design in terrestrial data centers too. Racks alone have never made a data center. A thousand of them in a building with no network between them is a thousand computers. The interconnect is what turns them into one machine. Training a frontier model means moving enormous volumes of data between processors without pause, and the whole system runs at the speed of its slowest link. That is why the fabric between chips is fought over as hard as the chips themselves. Musk: “And then you can connect these racks of compute to either each other by the laser links, or directly to the Starlink constellation.” Light moves through glass at about two thirds of its speed in a vacuum, and fiber optic cable is glass. Every backbone route and undersea cable on Earth pays that tax. A laser between two satellites pays nothing. Over long distances, an orbital link arrives sooner than the same run in fiber. Orbit was supposed to be a trade, unlimited power in exchange for a worse network. The network is faster. The compute plugs into a delivery layer that is already finished. Thousands of satellites are up there right now carrying laser links, terminating at ground stations and dishes across most of the planet. The last mile was built years before the thing it delivers existed. Anyone else attempting this needs the rocket, the satellite bus, the solar manufacturing, the laser mesh, the ground network, and a supply line to a chipmaker. SpaceX had five of them before the project had a name. None of it was built for this. Starlink existed to sell internet subscriptions. The lasers existed so those subscriptions would work over open ocean. Starship existed for Mars. Nobody planned this. It assembled itself out of problems solved for other reasons. That is what twenty years of hard engineering leaves behind. Every previous expansion of human capability ran on a resource sitting inside somebody’s borders. Coal, oil, water, land. Sunlight in orbit belongs to nobody and never runs out. Compute still has an address. A building in Virginia, a substation, a county that had to approve it, a grid connection someone waited four years for. He is describing a version that only has an altitude.

Elon Musk is building a data center that no grid has to power and no county has to approve. Musk: “Think of it as a rack of compute in space.” Orbital hardware has always been custom. Each satellite is its own program, its own team, its own decade. SpaceX’s AI1 satellites are copies of each other. Each is built around a single Nvidia NVL72, the same rack-scale architecture running the largest data centers on the ground, redesigned to fly. Space stops being a program and becomes an inventory. Designing for orbit made the rack simpler and cheaper than the ground version, so SpaceX plans to run the space design in terrestrial data centers too. Racks alone have never made a data center. A thousand of them in a building with no network between them is a thousand computers. The interconnect is what turns them into one machine. Training a frontier model means moving enormous volumes of data between processors without pause, and the whole system runs at the speed of its slowest link. That is why the fabric between chips is fought over as hard as the chips themselves. Musk: “And then you can connect these racks of compute to either each other by the laser links, or directly to the Starlink constellation.” Light moves through glass at about two thirds of its speed in a vacuum, and fiber optic cable is glass. Every backbone route and undersea cable on Earth pays that tax. A laser between two satellites pays nothing. Over long distances, an orbital link arrives sooner than the same run in fiber. Orbit was supposed to be a trade, unlimited power in exchange for a worse network. The network is faster. The compute plugs into a delivery layer that is already finished. Thousands of satellites are up there right now carrying laser links, terminating at ground stations and dishes across most of the planet. The last mile was built years before the thing it delivers existed. Anyone else attempting this needs the rocket, the satellite bus, the solar manufacturing, the laser mesh, the ground network, and a supply line to a chipmaker. SpaceX had five of them before the project had a name. None of it was built for this. Starlink existed to sell internet subscriptions. The lasers existed so those subscriptions would work over open ocean. Starship existed for Mars. Nobody planned this. It assembled itself out of problems solved for other reasons. That is what twenty years of hard engineering leaves behind. Every previous expansion of human capability ran on a resource sitting inside somebody’s borders. Coal, oil, water, land. Sunlight in orbit belongs to nobody and never runs out. Compute still has an address. A building in Virginia, a substation, a county that had to approve it, a grid connection someone waited four years for. He is describing a version that only has an altitude.

Dustin

13,444 次观看 • 26 天前

This is... not a remotely accurate description of what the 2023 Al executive order did? Undersecretary Emil Michael: "If you remember the Biden executive order on Al, which was this crazy executive order that limited the amount of compute any model company could do and was essentially grandfathering in a small number of ai companies that they were gonna designate as the winners, and everyone else was out" Its not true that the EO limited the compute that AI companies could do. What it did do was require companies who were training models above a certain very high compute threshold (10^26 FLOP or 10^23 FLOP for models trained primarily on biological sequence data) to notify the government and share what testing and red teaming they were doing for certain national security risks. People are free to dislike the Biden AI EO! But it seems good to factually describe what the policy said.

This is... not a remotely accurate description of what the 2023 Al executive order did? Undersecretary Emil Michael: "If you remember the Biden executive order on Al, which was this crazy executive order that limited the amount of compute any model company could do and was essentially grandfathering in a small number of ai companies that they were gonna designate as the winners, and everyone else was out" Its not true that the EO limited the compute that AI companies could do. What it did do was require companies who were training models above a certain very high compute threshold (10^26 FLOP or 10^23 FLOP for models trained primarily on biological sequence data) to notify the government and share what testing and red teaming they were doing for certain national security risks. People are free to dislike the Biden AI EO! But it seems good to factually describe what the policy said.

Nathan Calvin

58,745 次观看 • 6 个月前

The companies racing Elon Musk to build AI are paying him more than 2 billion dollars a month to do it. Anthropic pays SpaceX 1.25 billion dollars a month. Google pays 920 million. They are not buying rockets. They are renting compute, the scarce Nvidia chips that train frontier models, from a data center in Memphis called Colossus that Musk's rocket company now owns. SpaceX folded xAI into itself in February, and with it the 220,000 chips built to train Grok. Then it rented them to Grok's rivals. Anthropic took the entire first building. Google leased 110,000 more. The contracts signed so far run past 80 billion dollars. SpaceX is no longer a rocket company that dabbles in AI. It is one of the largest AI compute landlords on Earth, and its biggest tenants are the rivals it is trying to beat. Musk is not choosing between building AI on the ground and building it in space. He is using one to fund the other. The 80 billion in ground contracts is the cash engine. Starmind, the million-satellite constellation built to leave the ground behind, is what the cash builds. So the rivals are financing his exit from the planet. Every dollar Anthropic and Google pay for compute in Memphis helps fund the orbital network designed to strand them on the surface. They are paying the toll on the road they are trying to win, and the toll is building Musk a road no one else can reach. The piece works out who is really renting from whom.

The companies racing Elon Musk to build AI are paying him more than 2 billion dollars a month to do it. Anthropic pays SpaceX 1.25 billion dollars a month. Google pays 920 million. They are not buying rockets. They are renting compute, the scarce Nvidia chips that train frontier models, from a data center in Memphis called Colossus that Musk's rocket company now owns. SpaceX folded xAI into itself in February, and with it the 220,000 chips built to train Grok. Then it rented them to Grok's rivals. Anthropic took the entire first building. Google leased 110,000 more. The contracts signed so far run past 80 billion dollars. SpaceX is no longer a rocket company that dabbles in AI. It is one of the largest AI compute landlords on Earth, and its biggest tenants are the rivals it is trying to beat. Musk is not choosing between building AI on the ground and building it in space. He is using one to fund the other. The 80 billion in ground contracts is the cash engine. Starmind, the million-satellite constellation built to leave the ground behind, is what the cash builds. So the rivals are financing his exit from the planet. Every dollar Anthropic and Google pay for compute in Memphis helps fund the orbital network designed to strand them on the surface. They are paying the toll on the road they are trying to win, and the toll is building Musk a road no one else can reach. The piece works out who is really renting from whom.

Shanaka Anslem Perera ⚡

97,961 次观看 • 2 个月前

Everyone is dunking on Sonnet 5 for losing to Opus 4.8 on benchmarks. They're all making the same mistake, judging a teammate by a solo test. Sonnet 5 was never built to win alone. Set the model to Sonnet 5, effort to Ultracode, and any complex task auto-kicks a dynamic workflow where it plans, spawns agents, executes and checks its own work, fast and cheap. When Fable 5 comes back, the setup gets stupid good. Fable 5 decides what to build, Sonnet 5 actually builds it. You stop paying flagship prices to do grunt work.

Everyone is dunking on Sonnet 5 for losing to Opus 4.8 on benchmarks. They're all making the same mistake, judging a teammate by a solo test. Sonnet 5 was never built to win alone. Set the model to Sonnet 5, effort to Ultracode, and any complex task auto-kicks a dynamic workflow where it plans, spawns agents, executes and checks its own work, fast and cheap. When Fable 5 comes back, the setup gets stupid good. Fable 5 decides what to build, Sonnet 5 actually builds it. You stop paying flagship prices to do grunt work.

0xMarioNawfal

98,313 次观看 • 2 个月前

Into the multiverse, we go 🔮 AshPerp 🔥 is the first perpetual DEX built by AshSwap 🔥 on Multiversᕽ and is now powered by Pyth. Learn more about the integration below: ℹ️ About AshPerp AshPerp offers up to 100x leverage on crypto and other assets in a CEX-like, liquidity-efficient, and seamless futures trading experience. AshPerp uses USDC as collateral for all trades, regardless of the trading pair, with synthetic leverage and a dedicated single-staking USDC Vault. Features include: - 1-Click Trading Wallet: x2 faster processing speed, free EGLD gas fee for market orders. - Referral Scheme: 10% fee discount for referrals and tier-based fee rebates for referrers (up to 10%) - AshGuard Utility NFTs: save up to 50% on open fees and 50% on fixed spreads. 🔮 AshPerp is powered by Pyth AshPerp is using Pyth’s extensive oracle services and its Price Feeds to ensure access to its low-latency and high-quality financial data across multiple blockchains.

Into the multiverse, we go 🔮 AshPerp 🔥 is the first perpetual DEX built by AshSwap 🔥 on Multiversᕽ and is now powered by Pyth. Learn more about the integration below: ℹ️ About AshPerp AshPerp offers up to 100x leverage on crypto and other assets in a CEX-like, liquidity-efficient, and seamless futures trading experience. AshPerp uses USDC as collateral for all trades, regardless of the trading pair, with synthetic leverage and a dedicated single-staking USDC Vault. Features include: - 1-Click Trading Wallet: x2 faster processing speed, free EGLD gas fee for market orders. - Referral Scheme: 10% fee discount for referrals and tier-based fee rebates for referrers (up to 10%) - AshGuard Utility NFTs: save up to 50% on open fees and 50% on fixed spreads. 🔮 AshPerp is powered by Pyth AshPerp is using Pyth’s extensive oracle services and its Price Feeds to ensure access to its low-latency and high-quality financial data across multiple blockchains.

Pyth Network 🔮

83,619 次观看 • 2 年前

ETH Cinco de Mayo Incubathon 2026 has put Quip Network on my radar. Useful PoW, quantum-classical compute markets, WOTS+-protected accounts, and trust-minimized atomic swaps without bridges or oracles. Instead of burning electricity to guess useless hashes, miners solve QUBO/Ising optimization jobs that someone may actually pay for. Meanwhile, assets can sit behind post-quantum key rotation before quantum-resistant becomes the next panic narrative. I like the modular design. Compute layer, asset layer, the same token economy. You can farm optimization jobs without touching the vaults, or secure assets without owning a QPU. But the real battle is verification. Useful work is only truly useful if the outputs are cheap to validate, hard to game, and valuable outside the token loop. Obsess over benchmark transparency before emissions. APY attracts mercenaries. Verifiable compute attracts real demand. Are we witnessing the birth of quantum DePIN, or the most sophisticated mining meta yet?

ETH Cinco de Mayo Incubathon 2026 has put Quip Network on my radar. Useful PoW, quantum-classical compute markets, WOTS+-protected accounts, and trust-minimized atomic swaps without bridges or oracles. Instead of burning electricity to guess useless hashes, miners solve QUBO/Ising optimization jobs that someone may actually pay for. Meanwhile, assets can sit behind post-quantum key rotation before quantum-resistant becomes the next panic narrative. I like the modular design. Compute layer, asset layer, the same token economy. You can farm optimization jobs without touching the vaults, or secure assets without owning a QPU. But the real battle is verification. Useful work is only truly useful if the outputs are cheap to validate, hard to game, and valuable outside the token loop. Obsess over benchmark transparency before emissions. APY attracts mercenaries. Verifiable compute attracts real demand. Are we witnessing the birth of quantum DePIN, or the most sophisticated mining meta yet?

GuruVerseX

16,649 次观看 • 2 个月前

You said Robinhood Chain exists to make real-world assets programmable. I’m building the index layer for its tokenized equities. Today I’m launching Vaults. Tokenized stocks trade individually, but markets still need benchmarks. Vaults groups them into sector vaults and calculates a live index price from the underlying constituents. Every vault starts at 100, uses equal weighting, and publicly lists its constituents, weights, and methodology. $VAULTS is now live on Robinhood Chain. CA: 0x768a8b3421742d5e17bd901b63898674fc097777 Tokenized equities are here. Now the market needs benchmarks. Vaults is building them.

You said Robinhood Chain exists to make real-world assets programmable. I’m building the index layer for its tokenized equities. Today I’m launching Vaults. Tokenized stocks trade individually, but markets still need benchmarks. Vaults groups them into sector vaults and calculates a live index price from the underlying constituents. Every vault starts at 100, uses equal weighting, and publicly lists its constituents, weights, and methodology. $VAULTS is now live on Robinhood Chain. CA: 0x768a8b3421742d5e17bd901b63898674fc097777 Tokenized equities are here. Now the market needs benchmarks. Vaults is building them.

Adrian Shen

243,002 次观看 • 2 个月前