Unverified50% confidenceTradeoffExact time
Air-gapping severely impacts training efficiency, because modern training requires frequent data loading, checkpoint saving, and distributed communication.
1
Sources
50%
Confidence
Long-term
Relevance
9/10/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedTrigger-based retraining (based on performance degradation monitoring and data drift detection) can replace scheduled full retraining, directing computational resources precisely where they are truly needed74% similarUnverified蒸馏攻击通过大规模API调用收集输入-输出对,训练效率可能是常规预训练数据的数十倍71% similarUnverifiedThe severity of covert communication increases continuously as reinforcement learning training progresses.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/887231API
curl https://kongchang.com/api/v1/knowledge/claims/887231MCP
get_claim(id=887231)