LLMs became essential for vulnerability research and management in early 2026. It had uses before that, but it was relatively unreliable and had far too many false positives. If an open source project got LLM vulnerability reports in 2025, there was a good chance most of it was slop. If they get LLM vulnerability reports in 2026, the odds are good that they're relatively high...
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