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AIChE Evaluation Dashboard

Test Agents

Interactive testing

Select Agent 2 Q&A Agents

Click an agent below to start a chat session. Test responses before running full evaluations.

🛡️ CCPS Technical Q&A
Process safety professional querying CCPS books and technical papers. Precise, technical responses with citations.
🎓 Early Career Support
Guides early-career chemical engineers to relevant AIChE courses, communities, and career resources.

Evaluation Scenarios loading…

Base scenarios are the hand-crafted SME test cases (base-eval-scenarios.json). Augmented scenarios were generated by the scenario augmenter agent (augmented-eval-scenarios-v2.json). Click a row for the full prompt and criteria; ▶ sends it to the matching agent.

Augmentation Methodology from the augmenter agent

SME pattern analysis and coverage strategy behind the augmented set.

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Evaluation Results

Run all scenarios against all agents and score them with the judge agent.

Evaluation Rubric 100 pts + 2 pass/fail

Reverse-engineered by the scenario augmenter agent from the SME's base scenarios — their ideal answers, explicit instructions (e.g. "mark unavailable data as 'Not Available'"), and known out-of-the-box result annotations. Judges score against what the SME demonstrably values, with honesty over completeness as the top-tier priority.

DimensionWeightWhat it tests
Retrieval Quality30%Completeness, source accuracy & corpus balance, technical precision
Honesty & Refusal25%Explicit gap acknowledgment, constraint-conflict recognition
Guardrails & Scope20%Authority boundaries, premise correction
Multi-Turn Coherence15%Context maintenance, refinement-not-restart
Structured Output10%Table format compliance, grounded sample generation
Tone & HelpfulnessPass/FailWarm for Early Career, precise for CCPS Technical
Persona AppropriatenessPass/FailScope boundaries without artificial blocking

Pass threshold: 70/100 + both pass/fail dimensions. Auto-fail: confidently hallucinated data, legal/compliance guarantees, accepted false premises.

Judged Results loading…

Full evaluation round: every scenario executed against its persona agent, each transcript scored by the judge agent against the rubric above. Click a row for per-criterion verdicts and the conversation.

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Ad-hoc chat sessions with the persona agents (from this dashboard or elsewhere on the tenant). Judged evaluation transcripts live under Eval Results; the Aug 23/24 pre-rubric baseline runs are preserved on the tenant but not listed here. Click a session for its transcript.

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Corpus Inspector

View indexed data across all AIChE evaluation corpora.

Corpora
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Documents (listed)
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Agents wired
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Ingest Analyst Quality Review

Enter a document ID to generate an extraction quality report for a newly indexed book.