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PocketBot iPhone AI Agent Beta Live

PocketBot iPhone AI Agent Beta Live

PocketBot is a fully local on-device AI agent for iPhone that converts English to automations using a quantized 3B model via llama.cpp on Metal. The team seeks advice on better sub-4B models for tool calling, optimal quantization like Q4_K_M vs Q5_K_S, dynamic sampling, and context management. Beta is available on TestFlight.

Reddit r/LocalLLaMACommunityMar 16#on-device#iphone-agent#quantization
China Leads Global AI Patent Applications

China Leads Global AI Patent Applications

China continues to lead global patent applications, with AI and other core technology areas highlighted as key strengths. Global patent filings reached 3.72 million in 2024, more than double the 1.7 million recorded in 2005, while Japan’s share declined from 25% to 8%.

cnBeta (Full RSS)Media25m ago#patent-landscape
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Cybersecurity Must Protect Physical Reality

As industrial systems, infrastructure, robots, and AI agents gain the ability to change physical conditions, cybersecurity must protect actions and outcomes—not only data and access. The article argues that future defenses need to evaluate whether an authorized action is appropriate for the current environment, state, and safety boundaries.