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AGI Dreams Podcast – June 09, 2026
The Defender's Loop: LLMs Go From Finding Bugs to Fixing Them
In this episode:
The Defender's Loop: LLMs Go From Finding Bugs to Fixing Them — Anthropic published a six-step pipeline for LLM-driven vulnerability discovery, but with 1,596 bugs found and only 97 patched, the bottleneck has shifted from finding to fixing. Meanwhile, breach disclosure delays are worsening as companies adopt litigation postures over customer protection.
The Agentic Coding Ecosystem Keeps Fracturing — AI coding tool wrappers are proliferating rapidly, with ECC reaching 182K stars and 64 agents, Backdoor…
The skinny
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