Unverified50% confidenceOpinionExact time
When LLMs make the marginal cost of generating code approach zero, cognitive debt accumulates in a more hidden way, because the code runs and all tests are green, yet no one can clearly explain how it behaves under extreme conditions.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/12/2026
First Seen
Valid until: 1/10/2027
Sources
Related Entities
Related Claims
UnverifiedThe asymmetry where code generation costs approach zero while code review costs remain high is referred to in economics as an "externality."77% similarUnverifiedLLMs have lowered the barrier to generating code to nearly zero cost, but have not lowered the barrier to understanding code, which is the root cause of the AI Slop PR phenomenon.72% similarUnverifiedCurrent LLMs tend to generate seemingly reasonable but flawed code (hallucinations in the code domain) on tasks that exceed their capability boundaries, which developers lacking engineering experience find difficult to identify during code review.69% similarUnverifiedRelying purely on LLMs to generate code suffers from hallucination and unreliability issues.69% similarUnverifiedFSM约束通过logit masking将不合法的下一个token概率强制置为零，但将复杂Schema编译为有限状态机会带来编译耗时和内存占用上升的代价68% similar
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