Unverified50% confidenceFactExact time
In the MLX backend changes, when the draft model configuration requires an independent output head, the draft's own output head is loaded while retaining the target head path used by existing DFlash models.
1
Sources
50%
Confidence
Long-term
Relevance
10/23/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn the "LLM + tool calling" paradigm, the model does not directly manipulate files itself, but instead outputs structured instructions, with deterministic code handling the actual execution.67% similarUnverifiedAfter deduplication, both the in-process loading logic and the subprocess MLX loading logic need to be able to resolve to the new packaged dependency directory.67% similarUnverified以Copilot为代表的补全式工具感知范围局限于当前文件上下文，而代理式工具引入ReAct框架形成感知-规划-执行闭环62% similarUnverifiedThe design of separating model weights (.cact) from the inference engine (libneedle.so) allows weight files to be updated independently and enables the same runtime to support multiple models.62% similarUnverified在原生工具调用出现之前，开发者主要依赖ReAct（Reasoning + Acting）框架，通过提示词让模型输出结构化文本再由外部代码手动解析61% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1090550API
curl https://kongchang.com/api/v1/knowledge/claims/1090550MCP
get_claim(id=1090550)