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Two independent audits of Terminal Bench 4: 41 of 65, or 30 of 66?

Epoch AI published a benchmark review of Terminal-Bench 4.0.0 and gave it the verdict Flawed: 30 of 66 tasks (45.5%) carry publicly documented scoring defects.

  • Epoch AI found 30 out of 66 tasks with scoring defects
  • Preference Model reported 41 out of 65 tasks with unclarified rules
  • Divergent audits highlight significant grading reliability gap

A free React frontend roadmap: what to learn, in what order

The frontend world and the AI world change every day, and what you read last month may already be out of date. If you are starting out, or you are at a certain level and want to grow, the question is…

  • ViraStack Academy offers a React frontend roadmap with 150+ lessons.
  • AI assisted research, author validated accuracy and sources.
  • Curriculum is free, open-source, and encourages community contributions.

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