AI Infrastructure
Speculative Decoding Goes Mainstream: Why the Self-Hosting Calculus Just Changed for Compliance-Bound Teams
Late May 2026 saw speculative decoding land in llama.cpp, LM Studio, and vLLM simultaneously — reshaping the build-vs-API cost crossover for air-gapped and compliance-bound deployments.
Kavita Sundaram
·8 min read