Unverified50% confidenceOpinionExact time
Excessive guidance (providing the solution in the prompt) may instead constrain the model's capabilities and foreclose the model's exploration of other possibilities (such as virtual memory or databases).
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
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Related Claims
UnverifiedModels may fall into the trap of overthinking, as longer reasoning time does not always lead to better results.77% similarUnverifiedAs model capabilities improve, too many constraints and prompts waste the context budget and cause prompt drift, and reducing constraints actually works better.75% similarVerifiedOverly verbose, contradictory, or ambiguous system prompts cause the model's attention to become scattered, resulting in over-thinking or instruction-following failures; streamlining agents.md can improve the determinism of instruction following.74% similar
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