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Autonomni Llm

3 articles

db#1881

AutoKernel’s LLM agent loop: GPU optimization or hype repackaged?

PyTorch models may soon get their GPU kernels written by an LLM agent loop—if RightNow AI’s AutoKernel delivers on its 1.8x speedup claims without hallucinating CUDA syntax.

06 Apr 2026

The High Price of Autonomy: Securing OpenClaw's Kernel

AIRewritten

db#2928

AI agents are gaining real authority, and their security core is becoming the weak point

Autonomous LLM agents have graduated from passive chatbots to proactive systems executing complex tasks with high-level privileges — but that power carries a security price researchers are only beginning to tally.

19 Mar 2026

db#1451

AI’s latest safety trick: Behavior trees over black-box hype

OpenHands’ new paper distills LLM execution logs into verifiable behavior trees—a rare case of safety designed *before* the demo.

09 Mar 2026