Unverified50% confidenceFactExact time
LoopRec is an item-level adaptive recursion framework whose core is a weight-sharing recursive block, with lightweight gating introduced at each recursion boundary to make an independent binary exit-or-continue decision for each item.
1
Sources
50%
Confidence
Long-term
Relevance
10/22/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedLoopRec turns a fixed global depth into a learnable per-item property, requires no auxiliary depth labels, and is easy to adapt to a variety of backbone architectures.72% similarUnverifiedThe Loop architecture is often referred to as the ReAct (Reasoning + Acting) or Plan-and-Execute framework, where the model outputs the next action based on the current context at each step and feeds the result back into the model.66% similarUnverifiedRemote Cache extends the build caching mechanism to the team level, enabling build caches to be shared across different developers or CI nodes.65% similarUnverifiedThe ReAct architecture combines Chain-of-Thought reasoning with external tool invocation, laying the theoretical foundation for subsequent Agent frameworks such as LangChain and AutoGPT.63% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1084133API
curl https://kongchang.com/api/v1/knowledge/claims/1084133MCP
get_claim(id=1084133)