Reshaping Value Distribution in the AI Era: How Sahara Became the 'AI Operating System' of Web3? Myshell's On Chain Collaboration Experiment When the AI project @ Myshell_Si on BNB Chain connects to @ SaharaLabsAI DSP, ordinary users receive Myshell token rewards by annotating conversation data, and these high-quality data verified by the community feed back into model optimization. In just three months, the accuracy of its dialogue model has increased by 37%, and the user retention rate has doubled - this is the power of Sahara's "data flywheel": contributors continue to profit from data calls, developers gain growth through model optimization, and form a value loop. We have witnessed how Solidity language brings life to blockchain, and now AI is reshaping the world with even greater power. When the wave of technological paradigm shift hits, the real structural opportunities often lie in the restructuring of the underlying architecture - and Sahara is building an operating system for the AI native blockchain era. The dilemma of the integration of Web3 and AI is essentially a mismatch in production relations. The vast majority of current AI projects fall into the trap of "instrumentalism": they attempt to simply graft centralized AI models onto the blockchain, but ignore the core pain points of AI development - vague data ownership, unfair distribution of model benefits, and lack of collaboration mechanisms. This has led to a situation where users contribute high-quality data but cannot verify ownership, developers train high-quality models that are difficult to sustainably monetize, and the entire ecosystem is blocked by the flow of value. Sahara's disruptive nature lies in the reconstruction of the underlying logic of the AI value chain: 1、 Full stack closed-loop: activating AI's on chain life system While other projects are still in the conceptual stage, Sahara has built a complete 'data model transaction' infrastructure: Data layer: Through a decentralized data service platform (DSP), data annotation is transformed into verifiable on chain assets Development layer: Provides No Code toolchain, allowing developers to build AI agents like building blocks Trading layer: The upcoming AI Marketplace will enable assetization and circulation of models, datasets, and agents 2、 Architecture Revolution: Blockchain Protocol Born for AI Sahara's technological architecture directly targets the three major gates of AI implementation: On chain confirmation: By developing an EVM compatible with L1, AI asset registration, authorization, and revenue distribution can be achieved Off chain execution: Trusted Execution Environment (TEE) ensures AI tasks run verifiably Cross chain compatibility: Connect to multi chain ecosystems through protocols such as IBC, and even allow Web2 systems to access through APIs This sets it apart from pure incentive networks such as Bitensor - Sahara is more like Solana in the AI era: when existing blockchains struggle to support the high-frequency computing and complex collaboration of AI, it opens up new scenarios through a dedicated architecture. Tested online for two months, with on chain accounts exceeding 3.2 million and 200000 annotators generating tens of millions of dollars in revenue, verifying the market's desire for genuine demand. 3、 Economic Model: Redefining AI Value Allocation Sahara's most revolutionary innovation lies in its economic design: Annotate/Generate call data training model use model income distribution income distribution Data contributors Dataset NFT Model Developer AI Model NFT end user In this flywheel, each participant becomes a shareholder of the value network. When one day you annotate a piece of medical data in Sahara, all future AI models trained on that data will pay you a fee; When your developed translation agent is adopted by e-commerce platforms, each call generates on chain revenue. This completely changes the exploitation model of the traditional AI industry's "one-time buyout". History is always surprisingly similar: when people chase DeFi applications, what really changes the game rules is Uniswap's AMM mechanism When the NFT craze surges, OpenSea's trading protocol becomes a hub of value. What are the possibilities for the underlying protocols built by Sahara in the AI x Web3 field in the future? Just like Solana in 2019 and Polygon in 2020, The teams willing to delve deeper into infrastructure will eventually become the biggest winners when the new paradigm erupts. The dividends of technological revolution always belong to architects: they do not chase after trends, but silently lay the track for millions of DAPPs to run.