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Advance the research runtime, adaptive inference, and safe shadow control plane - #9

Merged

kai9987kai merged 7 commits into

mainfrom

agent/supermix-research-runtime

Jul 21, 2026

Merged

Advance the research runtime, adaptive inference, and safe shadow control plane#9
kai9987kai merged 7 commits into
mainfrom
agent/supermix-research-runtime

Commits on Jul 21, 2026
- feat: add fail-closed route study control plane
  kai9987kai
  committed
  c83c897
- feat: add v51 adaptive inference and stability diagnostics
  kai9987kai
  committed
  0070557
- feat: advance omni collective training experiments
  kai9987kai
  committed
  883ad73
- feat: add verifier-aware qwen data selection
  kai9987kai
  committed
  f595e9c
- feat: unify adaptive routing across runtime surfaces
  kai9987kai
  committed
  c3d8153
- build: package and verify the research runtime
  kai9987kai
  committed
  d912f23
- merge: reconcile upstream controls and harden research runtime
  kai9987kai
  committed
  52e43de