Unverified50% confidenceSolutionExact time
The author introduced Codex and brand-new agent sessions with read-only permissions to conduct independent verification, simulating scientific peer review.
1
Sources
50%
Confidence
Long-term
Relevance
10/7/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe author uses Codex as a tool, with the goal of completing all of their own work through conversation.69% similarUnverifiedThe author lists practices that did not work for them: massive monolithic context files, feeding complete session logs to the next session, letting the agent decide task scope on its own, and trusting co-generated tests.65% similarUnverifiedThe results of the paper's experiments were scored and evaluated by the original paper's authors themselves.65% similarUnverifiedThe author recommends using AI for filtering and the human brain for deep reading, and insisting on reading the original text in critical decision-making scenarios.64% similarUnverifiedPublished papers undergo a rigorous selection process from idea inception through experimental validation, peer review, and multiple rounds of revision, with only a small fraction of ideas making it to public publication.63% similar
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