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What if your smart contracts could make HTTP requests? Not through one provider. Through DOZENS of nodes worldwide, all making the same request, reaching consensus on the response. No single point of failure. By design. DFINITY Foundation built the impossible: smart contracts that act like Web2 clients, but fully...

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Say hello to a massive acceleration of AI smart contracts 🧠 on the Internet Computer #ICP blockchain. Brilliant work by the DFINITY Foundation team has accelerated deterministic floating point instructions by 10X. We continue on our mission to run sophisticated LLMs as smart contracts 👊⚡️🔥 In the demo, image classification is now running 3X+ faster (across 3-4 blocks through consensus compared to 10-12 before). Naturally, the gas/cycles costs of AI inference has come down commensurately. The acceleration was achieved through broad low-level work, which includes commits to the public Wasmtime virtual machine implementation of WebAssembly. Coming optimizations will take us much further. The next optimization will include the integration of SIMD instructions into the smart contract execution environment, which will allow multiple floating point calculations to be performed in parallel through the execution of a single instruction. Something crucial: also in near sight, is the migration of the ICP smart contract environment from 32-bit Wasm to 64-bit Wasm, which will scale the number of AI model weights that can be loaded into contract memory from 2B to whatever is needed for sophisticated LLMs. Somewhat further away, is the provision of new APIs allowing canister smart contract code to export AI computations for accelerated processing on GPUs. This will require substantial work to address the challenges of achieving deterministic computation directly on the silicon, and for the community to agree a new public spec for node machines that pack GPUs, and to add compliant blockchain nodes to the network. Together, these improvements will unlock further orders of magnitude acceleration of AI smart contract inference (and potentially training). We believe that in the future vast numbers of AI models will run as smart contracts, which will prevent them being hacked (and thus the sensitive data they ingest being stolen), make them unstoppable, make them transparent, and where needed, allow them to run autonomously – for example for purposes such as KYC or EVM smart contract verification/certification. In the future, you will be able to have a conversation with a blockchain, and ask it to do reasoning for you. In this bright future, on-chain AI will be at the heart of Web3 – and to be clear, the Internet Computer's chain key technology will allow direct trustless integration with smart contracts on traditional chains such as Ethereum, Solana and NEAR. Join the #ICP mission to run the most impactful AI models on blockchain as smart contracts, and help make the Internet Computer the "everything computer." Join next week's Global R&D for details about the low-level deterministic floating point optimizations. Thanks for following 💪
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Say hello to a massive acceleration of AI smart contracts 🧠 on the Internet Computer #ICP blockchain. Brilliant work by the DFINITY Foundation team has accelerated deterministic floating point instructions by 10X. We continue on our mission to run sophisticated LLMs as smart contracts 👊⚡️🔥 In the demo, image classification is now running 3X+ faster (across 3-4 blocks through consensus compared to 10-12 before). Naturally, the gas/cycles costs of AI inference has come down commensurately. The acceleration was achieved through broad low-level work, which includes commits to the public Wasmtime virtual machine implementation of WebAssembly. Coming optimizations will take us much further. The next optimization will include the integration of SIMD instructions into the smart contract execution environment, which will allow multiple floating point calculations to be performed in parallel through the execution of a single instruction. Something crucial: also in near sight, is the migration of the ICP smart contract environment from 32-bit Wasm to 64-bit Wasm, which will scale the number of AI model weights that can be loaded into contract memory from 2B to whatever is needed for sophisticated LLMs. Somewhat further away, is the provision of new APIs allowing canister smart contract code to export AI computations for accelerated processing on GPUs. This will require substantial work to address the challenges of achieving deterministic computation directly on the silicon, and for the community to agree a new public spec for node machines that pack GPUs, and to add compliant blockchain nodes to the network. Together, these improvements will unlock further orders of magnitude acceleration of AI smart contract inference (and potentially training). We believe that in the future vast numbers of AI models will run as smart contracts, which will prevent them being hacked (and thus the sensitive data they ingest being stolen), make them unstoppable, make them transparent, and where needed, allow them to run autonomously – for example for purposes such as KYC or EVM smart contract verification/certification. In the future, you will be able to have a conversation with a blockchain, and ask it to do reasoning for you. In this bright future, on-chain AI will be at the heart of Web3 – and to be clear, the Internet Computer's chain key technology will allow direct trustless integration with smart contracts on traditional chains such as Ethereum, Solana and NEAR. Join the #ICP mission to run the most impactful AI models on blockchain as smart contracts, and help make the Internet Computer the "everything computer." Join next week's Global R&D for details about the low-level deterministic floating point optimizations. Thanks for following 💪

dom | icp

278,335 Aufrufe • vor 2 Jahren

A world first: a demonstration of AI running *on* blockchain as a smart contract 🧠⚡️ The Internet Computer is used – the world's first 3rd gen. blockchain #ICP. AI will become the beating heart of our web3, multi-chain world, and this is only my first demo. Code will follow shortly. This is running on DFINITY's Internet Computer testnet, but you'll be able to take the code and run it on the public network as the NNS is expected to up the per-transaction instruction limit in the coming days. Some important notes. The inference engine used has not been optimized, and we will show vastly greater efficiency in subsequent demos, where the AI runs even faster, and consumes less gas/cycles. We will also propose to the NNS that smart contracts have access to SIMD instructions – which we have determined are deterministic – unlocking vastly more speed and efficiency. Lastly, currently the actor smart contracts ICP hosts run inside a 32 bit environment, which limits their main memory to 4GB. Within the next couple of months, we expect the Internet Computer to move to a 64 bit environment, allowing smart contract memory limits to be raised much higher – allowing for models with far more parameters, and thus power, to be run. Those of you who have followed my posts know that hardware optimization support is planned. Firstly this will involve WASM smart contracts shipping out matrices for processing by the CPUs on existing node machines (another advantage of the Internet Computer running on sovereign node hardware). Secondly, we plan to propose a new public node machine specification, which node providers can build to, for use in subnets specialized for hosting AI smart contracts, in which each machine will incorporate several GPUs. Naturally, this will be packaged with other technological developments that ensure smart contract determinism. This is part of our mission to enable powerful LLMs to run as smart contracts on the Internet Computer – in a forms that are tamperproof, unstoppable, and optionally autonomous (including under the exclusive control of DAOs). Our vision: you will be able to have a chat with a smart contract. A smart contract will be able to coordinate your organization (see my earlier tweet about a "Delphi"). ICP smart contracts will be able to audit Ethereum smart contracts, kitemarking those without backdoors and reentrancy bugs. And smart contracts will be able to do KYC autonmously, matching faces to driving licenses, and more. We will deliver new SDK enhancements, and work with partners, to turbocharge crypto AI developers. Secure and unstoppable AI and third generation blockchain will be two sides of the same coin. Security and AI will be indivisible. AI models will be traded as NFTs. Thanks to Internet Computer's chain key (trustless multi-chain) capabilities, all blockchains will be able to leverage AI smart contracts. The future is beyond exciting. Thanks for watching. Can't wait to give you more demos!

dom | icp

1,362,277 Aufrufe • vor 2 Jahren

BOMBSHELL undercover reporting by James O'Keefe O’Keefe Media Group No-bid government contracts are being given to minority owned businesses, they then subcontract the work to bigger businesses, have them do the work and they both pocket hundreds of millions (WHAT A SCAM) “behind the facade, our investigation uncovers a network of so-called 8A pass-through schemes shell companies exploiting those very programs for profit. According to the SBA, the Biden-Harris administration awarded more than $630 billion and federal contracts to these companies with over $183 billion in 2024 alone. Our undercover investigation reveals how these firms secure no-bid federal contracts, skim over half of the money off the top, 65% of the money, and subcontract nearly all the work” “So we do about 20% of the work.” “Defrauding taxpayers like you and betraying the very communities these programs were meant to uplift.” “ATI Government Solutions is a technology services company that acquires contracts to provide federal departments with next-generation computing solutions. ATI acquires hundreds of millions of taxpayer dollars for these contracts and have been particularly successful in this due to their supposed Native American 8(a) tribal status, meaning they're a Native American owned small business which is heavily favored by federal contracts — Melaine Cromwell goes on to explain that because ATI is supposedly Native American owned, they are heavily favored by government contracts and often acquire hundred million dollar contracts with no bidding war. This enables them to, quote, pass through the majority of the work to companies that wouldn't usually be eligible while keeping the majority of the compensation for themselves.” “There's a big bid out and there's a company that wants to bid on it that's not Native American, all they do is partner with you. They use their people, they subcontract to them, right? They're your subs. So a lot of our subcontractors bid on contracts that were perfect in their industry, but because they weren't Native American, they wouldn't win it. So we bid on it for them. They became our sub and it's an automatic win because of the you automatically will win that contract because of your Native American status. There's no bidding war. No bidding war. Because of your Native status. You get it. A pass-through scheme is when an 8(a) small business acts as a front to win government contracts meant for disadvantaged firms. Instead of actually doing the work, it passes the contract to a larger, ineligible company, violating SBA rules and defrauding the government. And defrauding you, the taxpayers.”

Wall Street Apes

112,345 Aufrufe • vor 9 Monaten

[Ansem 🐂🀄️ just broke down why he started going all in on Solana back in early 2021] “if there’s another L1 that can do what Ethereum is doing but cheaper & faster, that’s a pretty simple thesis.” “it seemed like a pretty good hedge against ETH.” “it doesn’t make sense that they have the second most active users, one of the most active developer communities… and it’s trading at like 5% of Ethereum’s market cap.” “eventually this is gonna get repriced higher.” What stood out is how simple his thesis actually was. Ethereum had already proven demand for smart contracts. If another L1 could deliver the same experience, but faster, cheaper, and still attract builders, that was an asymmetric bet worth taking. After spending 4+ years watching the ecosystem evolve through DeFi Summer, the NFT boom, congestion issues, FTX, and the recovery, his core thesis hasn’t really changed. The fundamentals have. - the network is far more stable after years of upgrades - the builder ecosystem keeps expanding - user activity stays among the highest in crypto - consumer apps, DeFi, and AI are all growing on the same chain His point is that the market spent years pricing Solana based on old narratives like outages and FTX, while ignoring how much the network has improved underneath. That’s why he believes a repricing is inevitable. The fundamentals have finally caught up to where the valuation should’ve been all along.

Kaiz 🐂🀄️

40,394 Aufrufe • vor 1 Monat