Unverified50% confidenceFactExact time
Proof scripts are often longer than the programs themselves, and constructing them requires deep logical and domain knowledge; once the program or specification changes even slightly, the proof may fail extensively and need to be re-guided.
1
Sources
50%
Confidence
Long-term
Relevance
11/4/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedTreating a one-off script as a long-term system is over-engineering; writing a core system as experimental code sows hidden risks.76% similarUnverifiedThe script's deduplication check was overly strict—any copy with a similar theme was rejected as a duplicate—and each retry retained all previous copy and explanations in the conversation context, causing the request body to grow ever larger.74% similarUnverifiedTraditional methods still have significant shortcomings in high-difficulty scenarios such as complex mathematical proofs, multi-step logical reasoning, and code debugging.71% similarUnverifiedThe barrier to programming is lowering, but the demand for problem-definition ability is rising; when you no longer need to fuss over syntax details, what truly matters is whether you can describe the requirements clearly.71% similar
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