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THURSDAY, 30 NOVEMBER 2023

Annual Review of Prompt Reset Reflex

Starting a new AI chat after two weak answers treats context repair as more costly than context loss.

3 MIN READai tool guilt

ANNUAL REVIEW Subject: Prompt Reset Reflex Period: Calendar Year 2023 Classification: Routine


Performance Summary

Prompt reset reflex performed at or above expected levels throughout the review period. The behavior is defined as: starting a new AI chat session after the current session produces two consecutive weak answers, rather than attempting to repair the context through follow-up prompts.

Behavioral Analysis

The reset behavior is rational given the time cost structure. Repairing a degraded context requires diagnosing why the context degraded, formulating a corrective prompt, evaluating whether the correction succeeded, and iterating. Starting a new session requires thirty keystrokes and thirty seconds.

Someone starts a new AI chat when the current one gives two weak answers instead of repairing the context. This describes the threshold, not the explanation. The explanation is that context repair is uncertain and time-consuming, while context abandonment is reliable and fast. The help is useful enough to use and awkward enough to disguise.

Process Documentation

Prompt reset reflex adds one private manual check. The check is applied to the output of the new session before the output is used: a scan for hallucinations, fabricated citations, or implausible specificity that the answer did not earn. The check becomes part of the normal workflow within the first month of regular AI tool use.

That check becomes part of the normal workflow. The output survives a manual check, and the process that produced it remains unannounced.

Assisted work becomes routine while disclosure stays exceptional. This asymmetry is stable. The disclosure norm lagged the adoption rate in 2023 because the tools spread through individual use before organizational norms could form around them. Each person managed the gap privately.

Rating: Meets Expectations

Prompt reset reflex meets expectations for the review period. It continues to deliver speed at the cost of context accumulation and produces outputs that require verification. The coworker who treats prompt reset reflex as normal but keeps it private is behaving consistently with the surrounding environment.

The reflex will be re-reviewed at the point when disclosure norms catch up to adoption rates. Timing is not estimated here.

TAGSai tool guilt
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