Unverified50% confidenceOpinionExact time
There is a natural tension between the depth of mathematical research and the short cycles of hackathons, as major mathematical breakthroughs are difficult to achieve within dozens of hours.
1
Sources
50%
Confidence
Long-term
Relevance
9/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe biggest obstacle for SWEs transitioning to MLE is not writing code, but the long-term accumulation of mathematical and statistical intuition, which cannot be achieved quickly71% similarUnverified该突破的解决方案涉及代数数论中非常深层的工具,证明过程需要大量精细决策,可能的路径组合数量远超人类穷举能力70% similarUnverifiedExperimental validation throughput lags behind computational design capability by several orders of magnitude, becoming the rate-limiting step in the innovation cycle69% similarUnverifiedThe more precise and complex a reward function is, the harder it is to optimize; the simpler and more optimizable it is, the easier it is to exploit—this dilemma makes it extremely difficult to fundamentally eliminate reward hacking.66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/910913API
curl https://kongchang.com/api/v1/knowledge/claims/910913MCP
get_claim(id=910913)