JEE Physics · Multi-agent
Annotate questions at production grade
Four specialist agents label each unit in parallel. A critic validates against a rubric. Low-confidence units route to a human review queue. Every decision is inspectable — down to which agent disagreed.
k=3 self-consistencycritic-gatedhoneypot-verifiedweakest-link scoring
Pipeline
Ingest & segment
Fan-out · 8 agents/unit
Merge · weakest-link score
Critic · rubric gate
Confidence ≥ 0.85 → auto
Checking system health...
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