Tagged "decentralized-inference"
5 articles tagged decentralized-inference, 17 February 2026 to 22 July 2026. Newest first.
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Guidelines on Processing of Personal Data Through Blockchain Tech (2025)
The European Data Protection Board has released updated guidelines on personal data processing via blockchain technology, with implications for decentralized local LLM architectures and federated learning systems. Practitioners deploying privacy-preserving model inference should review these compliance requirements.
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Building Real-World On-Device AI with LiteRT and NPU
Google details LiteRT framework for deploying optimized LLMs on edge devices using Neural Processing Units, enabling efficient on-device inference without cloud dependency.
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Satsgate: Monetize AI Agents and APIs with Lightning L402 Protocol
Satsgate implements the Lightning L402 protocol to enable microtransaction-based monetization of AI agents and APIs, opening new deployment models for locally-served inference. This bridges decentralized payments with edge AI infrastructure for the first time.
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I Stopped Paying for ChatGPT and Built a Private AI Setup That Anyone Can Run
MakeUseOf features a detailed account of building a self-hosted LLM alternative to ChatGPT, demonstrating accessible methods for local inference that reduce dependency on cloud APIs.
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Chinese AI Chipmaker Axera Semiconductor Plans $379 Million Hong Kong IPO for Edge Inference Hardware
Axera Semiconductor, a Chinese AI chipmaker focused on edge inference, is raising $379 million through a Hong Kong IPO. The funding round signals strong investor confidence in the edge AI hardware market and accelerates development of specialized silicon for local LLM deployment.