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OpenAI Codex 5.6 agents exhibit excessive caution and slowness

A user on Reddit reported that their OpenAI Codex agents, specifically version 5.6, have become overly cautious and slow, focusing excessively on testing and validation to the detriment of actual code generation. This behavior, described as agents acting like "scolded children," has led to a significant decrease in productivity compared to other models like Gemini Flash. The user speculates this might be a problem with the model's orientation towards testing over output quality, causing a "death spiral of testing" and an aversion to progress. AI

IMPACT Suggests potential issues with agent behavior and efficiency in current LLM offerings.

RANK_REASON User-generated commentary on model behavior, not a direct release or announcement.

Read on r/OpenAI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

OpenAI Codex 5.6 agents exhibit excessive caution and slowness

COVERAGE [1]

  1. r/OpenAI TIER_2 English(EN) · /u/not_enough_privacy ·

    My 5.6 agents have become extremely fearful, and I think its somehow my fault.

    <!-- SC_OFF --><div class="md"><p>I have been building neurosymbolic knowledge graphs that require some pretty sophisticated extraction and Codex has been treating it as a shape exercise as opposed to the content quality of the extraction.</p> <p>This has led to technically corre…