Conflict-driven question
The 28-foot registry value and 31-foot drawing value produce a targeted sixth question with both source fragments attached.
Evaluation path
A Collaborative Partner you can verify in five minutes.
Open the guided synthetic preset, rephrase one question, use the example answers, hold and reopen a gap, resolve the retrieved-source conflict, then revise an answer. The profile, draft, revision history, and evidence ledger change in public.
- Start guided mode. A durable synthetic workspace is created and its resume URL becomes visible.
- Ask for simpler language. The same unresolved question returns with a definition and the profile changes.
- Use the synthetic examples. Each answer updates the draft, progress, and section evidence class.
- Hold one question. Finish the pass, reopen the saved session, and confirm the held question returns.
- Save a correction. The draft changes while both answer versions remain inspectable.
- Open the evidence dashboard. Safety, category, Gemini, and Gemma evidence load in human-readable form.
92,606USACE records measured through the public service
6guided gaps, including one retrieved-source conflict
191standalone automated tests
26/26executable end-to-end checks
670structured-context token bound
0unvalidated boundaries generated
Public and synthetic inputsUSACE NID, drawing facts, owner knowledgeEvery fact keeps its provenance, status, and conflict state.
Google Cloud partner loopGemini, Firestore, Cloud RunAsk, remember, adapt, revise, compose, verify.
Reviewable resultCited EAP draft, evidence ledger, safe stopNever certified, submitted, or represented as engineering analysis.
Adaptation is observable
Feedback changes the work product, not just a profile flag.
The public workflow makes the full correction chain inspectable.
Versioned owner correction
A revised access answer becomes version two and immediately changes the preparedness section. Version one remains in history.
Section evidence ledger
Every rendered section names its evidence class: published requirement, owner answer, or fail-closed safety policy.
Claim boundaries
Public data
A null public EAP field means unreported in that field. It is not proof that a plan is absent.
Mapping
The product shows a single flow-path input. No extent, depth, velocity, arrival time, or evacuation zone is generated.
Authority
The result is a draft for owner, emergency manager, engineer, and state review. Nothing is approved or submitted.
Architecture evidence
See the standalone repository for reproducible setup, tests, Mermaid source, rendered architecture, research traceability, and the timed submission kit.