ChangeProof AI cost intelligence safe deterministic demo · no provider calls · local demo state only

Source Health · controlled Source Lab proof

Keep the controlled evidence boundary visible before price reaches a Profile.

Start with the evidence identity, source role, and human action. Fact Contracts, Heal Gate, and Regression Guard remain available as controlled proof underneath.

1 controlled Source Lab case needs attentionUnverified observations do not become trusted price or cost changes.

Controlled Source Lab queue

Attention-required evidence that needs a human

1 controlled case · 1 review item
Explore deterministic review examples

These examples teach fail-closed classification. They are not additional live incidents for the watched Source Lab target.

Watched source · Atlas 20B · controlled Source Lab target · ChangeProof Source Lab

Required action: review the source evidence before delivery

The primary representation changed shape and output_price was not observed.

Business deliveryQuarantined · no false price, cost, or migration event was emitted.
Human actionRequired now

Evidence detail

Layout drift · required price missing

EXTRACTION DRIFT

The primary representation changed shape and output_price was not observed.

Why this source needs attention

  • REQUIRED FIELD MISSINGRequired field 'output_price' is missing. · output_price
  • STRUCTURAL SENTINEL DRIFTWeak structural sentinel 'primary_heading' changed; business truth is evaluated separately. · primary_heading
Fact Contract checkIdentity, anchors, targets, and invariants remain authoritative.

Choose an explicit disposition. The default is fail-closed review.

Trusted activity · outside the human queue

Stable target changes do not wait for manual confirmation.

When identity and semantic anchors remain stable, a normal trusted target change is delivered as business activity. Only quarantine, drift, or ambiguous evidence belongs in the Source Health queue above.

DecisionTRUSTED CHANGE · CONTROLLED SCENARIOVerified controlled movement · input $0.075 → $0.090 / 1M · monthly workload $0.215 → $0.259 · no manual confirmation required

Controlled Source Lab evidence

Recovery proof stays separate from market-price truth.

This deterministic walkthrough is the controlled Source Lab reliability story, not a Groq or OpenAI price movement. The recorded provider timeline shows real recovery proof separately; these controls replay the guarded state machine without a provider call.

candidate
01Recorded candidateA controlled fixture proposes a template change.
02Heal GateSemantic checks stay separate from the recorded output.
03Local approval replayThe local replay preserves the explicit approval boundary.
04Recorded rerunA replayed success is not recovery by itself.
05Regression GuardBounded semantic corpus before local RECOVERED.
BD

Recorded candidate · local replay

Source Lab template preview

statuspending_answercandidatelayout selector repairapproval boundarywaiting for ChangeProof

The recorded evidence shows the extraction-repair boundary. This public control only replays whether the candidate may proceed.

identity stableanchors stabletarget values preserved
✓

ChangeProof Heal Gate

Candidate passes semantic gate

required Fieldspass
identitypass
semantic Anchorspass
invariantspass
target Values Stablepass
structural sentinelchanged

Structural drift is surfaced but does not decide business truth by itself.

Current boundary

This public control replays the approval boundary locally; no provider mutation occurs.All buttons below mutate only local demo state and do not call Bright Data.

Technical proof, available when you need it

Recovery is only real after rerun and guard pass.

The final recorded cycle reaches RECOVERED only after a real rerun and two passing Regression Guard cases. Earlier provider limitations remain visible as negative proof; they never become a false price or cost event.

View recorded collector, run, and Regression Guard evidence
Final recovery proofRECOVERED · guard passedRerun j_mt3e49rtg8o7mq5or · two Regression Guard runs passed
Negative evidence retained422 + earlier quarantinePrior heal job ia_mt24qexu15gvz42ky8 · no false recovery claim
Business protection0 trusted-change events0 cost-impact actions · 0 routing-cost reviews
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