Check corpus identity and per-expert route coverage.
Long-horizon software engineering through Pier.
Seal or verify a SHA-256 evidence inventory.
Convert supported HF checkpoints with ExLlamaV3.
198-question science reasoning evaluation.
Full-vocabulary forward KL with aligned capture checks.
Task-based reasoning/knowledge evaluation through lm-eval.
Collect expert statistics with pinned Cerebras REAP.