Research notebook

A fixed seed is not a reset contract notebook

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A fixed seed is not a reset contract

A cached choice survives a partial reset, changes every starting fingerprint, and breaks half the repeated tasks.

Pure-Python reset-contract test; no browser session, backend, or BrowserGym benchmark is run.

Python · cell 1
partial identical_initial_states 0 repeat_successes 5
complete identical_initial_states 10 repeat_successes 10
All partial-reset mismatches isolated to: cache
Python · cell 2

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