Unverified50% confidenceSolutionExact time
The bootcamp experiment's four rules are: hash the prompts, record responses as JSON cassettes, score only on replay, and run live only once for demonstration.
1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe authors provide proofs that the training pipeline and training objective determine the stability of alignment criteria, respectively in linear autoencoders for the training pipeline and in finite contrastive Gibbs models for the training objective.71% similarUnverifiedMethods such as freezing LLM backbone parameters during the visual alignment training phase, staged training, data ratio replay, and LoRA can mitigate catastrophic forgetting in multimodal training.68% similarUnverifiedThe "hold batch until acknowledgment is received" mechanism resolves the backpressure problem between the training side and the serving side, preventing permanent data loss caused by training failures.67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1059223API
curl https://kongchang.com/api/v1/knowledge/claims/1059223MCP
get_claim(id=1059223)