THE LIVING ATLAS
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Source record · 2026

Atlas comparison: one reusable experience note

The Living Atlas · author and separate AI grader

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Type
Real agent responses to fictional cases
Publication
Atlas · controlled editorial demonstration
Version used
Protocol v1; unchanged note and fixtures; four evaluation sessions
Source date
23 October 2026
Recorded in Atlas
23 October 2026
License
Original source rights apply; Atlas explanations and artwork are original.

Date of the consulted version, not a claim of independent replication. No separate validity period has been established for the finding.

How Atlas uses this source

When agents learn from experience

Protocol; observed grading; complete final responses

The public record contains prompts, note, tasks, rubric and final answers. A separate AI grader did not see the condition mapping; the author checked arithmetic.

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Supports this claim:The added note produced no extra passed checks.