EXVIV evidence profile
Ashr
https://ashr.io
Review verified moves first. Open the official source or before-and-after evidence when you need the full record.
Public proof receipts
The useful part, first.
These are delayed P0 and P1 receipts from the curated public set. Same-day coverage and the rest of the watchlist stay in a private workspace.
Ashr pivots from agent evaluation to customer-owned post-training from expert corrections.
BEFOREashr – Catch agent regressions before your users do. Run evals, replay real environments, ship better AI agents.
→ AFTERAshr captures the corrections your domain experts make every day and post-trains an open-weight model on them. Training runs in your cloud. You own the weights.
BEFORE
→ ashr – Catch agent regressions before your users do. Run evals, replay real environments, ship better AI agents.
AFTER
Ashr captures the corrections your domain experts make every day and post-trains an open-weight model on them. Training runs in your cloud. You own the weights.
Monitored sources
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LLM Observability & Evals · positioning
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