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𝗖𝗼𝗻𝗰𝗹𝘂𝘀𝗶𝗼𝗻 𝑳𝒊𝒗𝒆𝑪𝒐𝒅𝒆𝑩𝒆𝒏𝒄𝒉 𝑷𝒓𝒐 𝒊𝒔 𝒎𝒐𝒓𝒆 𝒕𝒉𝒂𝒏 𝒂 𝒕𝒆𝒔𝒕. It is a mirror showing how close we are to true AI understanding of code, and how effectively small open models can be trained without massive resources. Sentient proves that the future

𝗔 𝗡𝗲𝘄 𝗦𝘁𝗮𝗻𝗱𝗮𝗿𝗱 𝗳𝗼𝗿 𝗢𝗽𝗲𝗻 𝗠𝗼𝗱𝗲𝗹𝘀 This benchmark redefines what “open” AI means. Open-source models no longer simply pass static tests; they participate in a 𝗹𝗶𝘃𝗶𝗻𝗴 𝗰𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝗼𝗻 𝘀𝘆𝘀𝘁𝗲𝗺 that grows alongside model progress. Instead of

𝗛𝘂𝗺𝗮𝗻-𝗟𝗶𝗸𝗲 𝗔𝗰𝗰𝘂𝗿𝗮𝗰𝘆 𝗶𝗻 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗙𝗼𝗿𝗺 Analysis of results shows that Sentient models excel at tasks requiring logical structuring but still lag in “observation-heavy” problems – where a short but critical insight is needed. This mirrors how human

𝗦𝗺𝗮𝗹𝗹 𝗦𝗶𝘇𝗲, 𝗕𝗶𝗴 𝗥𝗲𝘀𝘂𝗹𝘁𝘀 One of the most impressive aspects of this project is efficiency. The new Sentient models in the Dobby-CP series (7B and 14B) use 10 𝘁𝗶𝗺𝗲𝘀 𝗳𝗲𝘄𝗲𝗿 𝗽𝗮𝗿𝗮𝗺𝗲𝘁𝗲𝗿𝘀 sand only 20% 𝗼𝗳 𝘁𝗵𝗲 𝘁𝗿𝗮𝗶𝗻𝗶𝗻𝗴 𝗱𝗮𝘁𝗮 compared

𝗛𝗼𝘄 𝗟𝗶𝘃𝗲𝗖𝗼𝗱𝗲𝗕𝗲𝗻𝗰𝗵 𝗣𝗿𝗼 𝗪𝗼𝗿𝗸𝘀 Unlike older tests like HumanEval or SWE-Bench, which evaluate basic coding, LiveCodeBench Pro focuses on algorithmic thinking. Its unique system is updated daily, collecting new problems from international competitions

𝗟𝗶𝘃𝗲𝗖𝗼𝗱𝗲𝗕𝗲𝗻𝗰𝗵 𝗣𝗿𝗼: 𝗪𝗵𝗲𝗻 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗟𝗲𝗮𝗿𝗻𝘀 𝘁𝗼 𝗧𝗵𝗶𝗻𝗸 𝗟𝗶𝗸𝗲 𝗮 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗲𝗿 In the world of artificial intelligence, where models compete in terabytes of parameters, Sentient takes a different path –

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P𝗣𝗿𝗮𝗰𝘁𝗶𝗰𝗮𝗹 𝗲𝘅𝗮𝗺𝗽𝗹𝗲: 𝗰𝗿𝗼𝘀𝘀-𝗰𝗵𝗮𝗶𝗻 𝗨𝗦𝗗𝗖 𝘁𝗿𝗮𝗻𝘀𝗳𝗲𝗿 𝘃𝗶𝗮 𝗟𝗮𝘆𝗲𝗿𝗭𝗲𝗿𝗼/𝗦𝘁𝗮𝗿𝗴𝗮𝘁𝗲 1. Now I’ll show how an instant USDC transfer happens from Arbitrum → Optimism via LayerZero. (The attached video shows the full process from my

𝗧𝗵𝗶𝘀 𝘁𝗵𝗿𝗲𝗮𝗱 𝗶𝘀 𝘀𝗶𝗺𝗶𝗹𝗮𝗿 𝘁𝗼 𝘁𝗵𝗲 𝗽𝗿𝗲𝘃𝗶𝗼𝘂𝘀 𝗼𝗻𝗲 𝗯𝘂𝘁 𝗽𝗿𝗲𝘀𝗲𝗻𝘁𝗲𝗱 𝘀𝗲𝗽𝗮𝗿𝗮𝘁𝗲𝗹𝘆 𝗳𝗼𝗿 𝗰𝗹𝗮𝗿𝗶𝘁𝘆. To understand how LayerZero connects different blockchains, we need to look at its three key components: 𝗘𝗻𝗱𝗽𝗼𝗶𝗻𝘁,

𝗛𝗼𝘄 𝗟𝗮𝘆𝗲𝗿𝗭𝗲𝗿𝗼 𝘄𝗼𝗿𝗸𝘀: 𝗵𝗼𝘄 𝗯𝗹𝗼𝗰𝗸𝗰𝗵𝗮𝗶𝗻𝘀 “𝘁𝗮𝗹𝗸” 𝘁𝗼 𝗲𝗮𝗰𝗵 𝗼𝘁𝗵𝗲𝗿 LayerZero is like the “internet” for blockchains. Thanks to it, different networks (Ethereum, Arbitrum, BNB Chain, Solana, etc.) can exchange messages, tokens, and data

𝗪𝗵𝗮𝘁 𝗶𝘀 𝗟𝗮𝘆𝗲𝗿𝗭𝗲𝗿𝗼? LayerZero is a next-generation communication protocol that connects all blockchains into a single network. Just as TCP/IP once connected computers into the internet, LayerZero connects Ethereum, BNB Chain, Arbitrum, Aptos, Solana, and dozens of

𝗖𝗼𝗻𝗰𝗹𝘂𝘀𝗶𝗼𝗻 OML 1.0 within Sentient is more than technology. It is a philosophy of fair AI, where open science meets economic sustainability, and ethics meet mathematically verifiable guarantees. If realized, it offers not only a new form of AI economy but a new form

𝗟𝗼𝗼𝗸𝗶𝗻𝗴 𝗔𝗵𝗲𝗮𝗱: 𝗧𝗼𝘄𝗮𝗿𝗱𝘀 𝗢𝗽𝗲𝗻 𝗔𝗚𝗜 OML 1.0 is only the first step. Its goal is to provide the technical foundation for 𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆-𝗯𝘂𝗶𝗹𝘁, 𝗼𝗽𝗲𝗻 𝗔𝗚𝗜. The vision is to transform AI from a private service into a global infrastructure where

𝗧𝗵𝗲 𝗛𝘂𝗺𝗮𝗻 𝗗𝗶𝗺𝗲𝗻𝘀𝗶𝗼𝗻 𝗼𝗳 𝗢𝗠𝗟: 𝗧𝗿𝗮𝗻𝘀𝗽𝗮𝗿𝗲𝗻𝗰𝘆, 𝗙𝗮𝗶𝗿𝗻𝗲𝘀𝘀, 𝗘𝘁𝗵𝗶𝗰𝘀 OML 1.0 is not just a technical protocol. It is an attempt to restore balance between innovation and fairness in a world where knowledge has become the most valuable asset.

𝗙𝗿𝗼𝗺 𝗠𝗼𝗱𝗲𝗹 𝘁𝗼 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆: 𝗔𝗜 𝗮𝘀 𝗮 𝗗𝗔𝗢 With the OML protocol, 𝗼𝘄𝗻𝗲𝗿𝘀𝗵𝗶𝗽 𝗼𝗳 𝗔𝗜 𝗺𝗼𝗱𝗲𝗹𝘀 𝗰𝗮𝗻 𝗯𝗲 𝗱𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗲𝗱 among all contributors, from the first builder to the last fine-tuner. The model effectively becomes a 𝗗𝗔𝗢

𝗔 𝗡𝗲𝘄 𝗦𝗰𝗶𝗲𝗻𝘁𝗶𝗳𝗶𝗰 𝗙𝗶𝗲𝗹𝗱 – 𝗔𝗜-𝗡𝗮𝘁𝗶𝘃𝗲 𝗖𝗿𝘆𝗽𝘁𝗼𝗴𝗿𝗮𝗽𝗵𝘆 OML does more than create a protocol; it opens a new scientific direction. 𝗔𝗜-𝗻𝗮𝘁𝗶𝘃𝗲 𝗰𝗿𝘆𝗽𝘁𝗼𝗴𝗿𝗮𝗽𝗵𝘆 is the concept of building cryptographic primitives using AI itself.