The Signal

Everything that matters in AI, with our take.

Updated through the day. Every headline links straight to the source. The two lines underneath are ours.

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arXiv cs.AIPaper10d ago

When LLM Decompilers Recompile More and Preserve Less

Recompilability is a bad metric for decompilation, but this is a narrow research problem. The stakes are real for security, but the issue only matters to teams using LLM decompilers at scale. Most shops still use Ghidra or IDA. It's an interesting methodological contribution to security evaluation. Worth a look if you're shipping code analysis, but not urgent for builders working on other problems.

research security llm-tooling

arXiv cs.AIPaper1mo ago

Blast Radius

Token cost is a real pain point for anyone running agentic coding at scale, and a reversible eviction scheme with measured overflow reductions is a legitimate engineering contribution rather than a benchmark stunt. Worth a look if you're burning budget on long-running coding agents, though the whimsical naming (buried bodies, necrophoresis) suggests this is early-stage tooling, not production-ready infra. Watch for an open-source release before betting a pipeline on it.

agents infra research llm-tooling