A developer's Kubernetes operator, pd-ratio-coordinator, failed to compile on its committed KRAG-1 branch, with two real bugs — a DeepCopy type mismatch in register.go and four unqualified Bottleneck …
Prefix caching can push LLM prefill from compute-bound to memory-bandwidth-bound once enough of the prefill is loading cached KV rather than computing it, according to a preprint by Meng, Lee and Wang…
A senior engineer with 11 years of distributed systems experience explains the full LLM inference pipeline, from request arrival to text output, detailing the GGUF file structure and the distinction b…
A field guide to LLM-as-a-judge reveals that five novel proposals for improving the technique were all refuted by prior art published within the last twelve weeks, according to a research synthesis co…