←Search results

Search “GitHub”

By relevance · Total 1622 results Clear search

Tuesday

Monday

Saturday

Friday

Thursday

Wednesday

Tuesday

  2. Trail of Bits Blog

    Trail of Bits questions whether 1Password's AI patch benchmark is misleading

    Trail of Bits points out that the AI patch report released by 1Password on August 6, 2026 is misleading: its conclusion that "only 26% produced clean fixes" includes experiments in which the model was deliberately instructed to apply incorrect patches, as well as experiments in which patches could not be compiled or tested. After reanalyzing the data publicly released by the study, among trials that allowed code execution and did not instruct the model to apply incorrect patches, 2,634 of the 3,067 patches generated by the 1Password model (86%) successfully blocked the given exploits. Trail of Bits also noted, based on first-fix records for 2,265 vulnerabilities across 236 security assessments from 2024 to 2026, that even under ideal conditions, 12.5% (about one in eight) of first fixes failed to fully resolve the issue.

    Trail of Bits points out that the AI patch report released by 1Password on August 6, 2026 is misleading: its conclusion that "only 26% produced clean fixes" includes experiments in which the model was deliberately instructed to apply incorrect patches, as well as experiments in which patches could not be compiled or tested. After reanalyzing the data publicly released by the study, among trials that allowed code execution and did not instruct the model to apply incorrect patches, 2,634 of the 3,

    Matched fieldsBody

    #security#Evaluations / benchmarks#Agents#Safety / alignment