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Fast, Scalable & Secure by Design 🌐 The LayerAI network delivers high performance at scale – averaging 2-second block times with ultra-low fees. It has already processed over 6 million on-chain transactions, proving its reliability under real workloads. Uniquely, LayerAI’s Proof-of-Activity consensus ties security to usage: the network becomes...

18,254 просмотров • 1 год назад •via X (Twitter)

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Unlocking a New Era in Decentralized AI: OPoC Consensus Update is Live! TL;DR: The latest OPoC upgrade on UOMI makes it possible to run more advanced and realistic AI models in a decentralized and secure way. Thanks to a new validation method, the network can now safely handle AI outputs that include a degree of randomness — something essential for generating high-quality responses. This means better performance, broader model support, and more flexibility across different devices, all without sacrificing security or decentralization. We’ve reached a pivotal milestone: our groundbreaking OPoC consensus upgrade is now officially live on the UOMI Network! This advancement, which introduces probabilistic validation instead of forced determinism, marks a transformative leap for decentralized AI. Our new approach detailed in our scientific paper: embraces the inherent probabilistic nature of AI models to deliver robust security, flexibility, and high performance. What does this mean? ✦ Full Power for LLMs Models like DeepSeek can now use temperature scaling and random sampling — key techniques for exploring diverse reasoning paths and generating more creative, higher-quality outputs, without compromising security or reliability. ✦ Enhanced Decentralization By accounting for small numerical differences between hardware and software setups, the network now supports a wider range of GPUs, including NVIDIA RTX 4090, H100, A6000, A100, and L40s. This makes it easier for more validators to participate and strengthens the network’s resilience. ✦ Secure, Tamper-Proof AI Using a new probabilistic verification method and perplexity-based checks, the updated OPoC consensus ensures that AI outputs remain tamper-proof. Any attempt to manipulate the output increases perplexity beyond acceptable limits, triggering instant detection and rejection. "Deterministic Indeterminism" ensures secure and flexible validation of AI-generated content by verifying each token against the model’s top-k most likely outputs. 👉 Dive into the technical details in our paper:

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