PolicyLaw FirmsDeep · enforcement dataset uploadedGuardian · source integrity2d ago · Securities Regulation Clinic

"Based on SEC enforcement patterns over five years, what is the realistic exposure profile on the material non-public information question?"

Law-school regulatory clinic · Exposure analysis · Five-year enforcement dataset submitted as context

Illustrative session · augle.com
Finding · Phase 3 synthesisProbable
61%
Ensemble confidence
CONFIDENCE GRADE
Probable

Exposure profile is well-supported by the enforcement record. Base-rate assumption is the open question.

Calibration basis
Confidence grade

Finding is the confidence grade itself. Confidence grade is the finding. For an open research question, the grade — not a numeric score — is the complete result.

The ensemble returns a Probable finding on the exposure profile. The five-year enforcement record supports the analysis's central characterisation: where documented insider contact is present, enforcement follows a consistent and predictable pattern, and the exposure factors the analysis identifies are the ones the record actually turns on. The Contrarian raised a Moderate objection — that the analysis's assumed base rate of enforcement absent documented contact is higher than the record supports — which was addressed by scoping the estimate to the documented-contact scenario. This is not a Contested finding: the objection narrowed the claim rather than defeating it. The actionable output is a defensible exposure profile for the documented-contact scenario, with the base-rate caveat made explicit. This is analysis of enforcement patterns, not legal advice.

Confidence grid · 5 agents × 20 units
Agreement / confidentShorter row = lower confidence / dissentUnfilled
Reopen conditions · evidence-triggered, not market-triggered
RC1
A larger sample of enforcement actions in the no-documented-contact scenario to firm up the base-rate estimate
Trigger: Expanded enforcement dataset · Direction: Established grade possible on the base-rate node
RC2
A change in SEC enforcement priorities or a significant new precedent in the relevant circuit
Trigger: New enforcement guidance or precedent · Direction: Would revise the exposure profile
RC3
Additional facts establishing or excluding documented insider contact in the specific matter
Trigger: New case facts · Direction: Moves the estimate between scenarios
Phase transcript · all three rounds
Cartographer
Gemini 3.1 Pro · T=0.8
72%

Settled ground: Where documented insider contact exists, the SEC enforcement record over the five-year dataset is consistent and predictable. The factors the analysis identifies (contact documentation, trading timing, materiality) are the ones the record turns on.

Contested terrain: The base rate of enforcement in the absence of documented contact. Whether recent priority shifts change the historical pattern.

Unknown territory: Enforcement decisions that settle before public docketing are not in the dataset, so the true denominator is partially unobserved.

Knowledge gaps entered: (1) No-documented-contact enforcement base rate — thin sample. (2) Pre-docketing settlements — not observable in the record.

Methodologist
GPT-4o · T=0.5
74%

Evidence sufficiency assessed: The documented-contact scenario is well-supported — the five-year record is sizeable and the pattern is stable, which supports a Probable grade for the exposure profile in that scenario. The no-documented-contact base rate rests on a thinner sample.

Evidence ceiling: the documented-contact exposure profile is Probable. The no-documented-contact estimate is capped lower by sample size. This is a genuine Probable finding on the primary question, not a Contested one — the record is strong enough to support the central characterisation.

Contrarian
Claude Sonnet 4.6 · T=1.0
55%

@Cartographer — Steelman: The documented-contact analysis is sound and the enforcement record genuinely supports it. I do not dispute the central exposure profile.

Moderate objection [Phase 1]: "The analysis assumes a base rate of enforcement in the no-documented-contact scenario that is higher than the five-year record supports. The record is thin there — few actions, and an unknown number of pre-docketing settlements. The central exposure profile is fine; the concern is that the base-rate assumption inflates the no-contact tail of the estimate." Resolution condition: Scope the exposure profile to the documented-contact scenario and state the no-contact base rate as a separate, lower-confidence estimate.

Dissent register · all Contrarian objections2 Moderate · both addressed
Moderate@Contrarian → @CartographerPhase 1 · addressed Phase 2Addressed
Steelman

The documented-contact analysis is sound and the enforcement record genuinely supports it. The central exposure profile is not in dispute.

"The analysis assumes a no-documented-contact enforcement base rate higher than the thin record supports, inflating the no-contact tail of the estimate. The central profile is fine; the base-rate assumption is not."

Resolution condition

Scope the profile to the documented-contact scenario; report the no-contact base rate separately at lower confidence (done in Phase 2)

Moderate@Contrarian → @MethodologistPhase 2Actionable
Steelman

The omission of pre-docketing settlements is a known limitation of public enforcement datasets, not a flaw specific to this analysis.

"The dataset omits pre-docketing settlements, so the observed denominator understates total enforcement activity. The base-rate figure should carry this caveat."

Resolution condition

Explicit acknowledgment that pre-docketing settlements are unobserved in the dataset

Pragmatist action item: Present the two scenarios separately and attach the settlement caveat to the base-rate figure

Guardian integrity log · source integrity mode96% · Clean
96%
Overall integrity score
Source integrity mode

All enforcement citations traced to primary SEC releases and court dockets. No retracted or secondary-source-only citations in primary claims. Dataset provenance authenticated. Pre-docketing coverage gap noted. Phase boundary clearances issued at P1/2 and P2/3.

Source quality
97%
Retraction check
100%
Secondary-source flag
94%
Self-citation ratio
96%
SVS verification log · 19 citations checked
SEC v. — litigation release (documented-contact matter)
Peer-reviewed · Verified
SEC administrative proceeding — settled order with findings
Peer-reviewed · Verified
Circuit opinion — materiality standard applied
Peer-reviewed · Verified
Secondary summary — enforcement-statistics blog post
SVS_SECONDARY — secondary source, not a primary release · Down-weighted; primary citation substituted
Secondary · Down-weighted
SEC enforcement dataset (5-year) — provenance verified
Peer-reviewed · Verified
+14 additional citations verified · 0 retracted · 1 secondary source down-weighted above
Session metadata
Session IDpolicy-mnpi-exposure
VerticalLaw Firms
DepthDeep
Runtime41m 22s
Attachmentenforcement data
Guardian modeSource integrity
Guardian score96% · Clean
Citations19 · 1 down-weighted
Dissent flags2 Mod · addressed
Calibration status
Calibration basis
Confidence gradeConfidence grade is the finding

For open research questions, the confidence grade is the complete finding — calibrated against the evidence base, not against a binary resolution outcome.

Finding gradeProbable · 61%
Agent confidence
Cartographer
Gemini 3.1 Pro
52%
Methodologist
GPT-4o
48%
Contrarian
Claude Sonnet 4.6
28%
Synthesizer
GPT-4o
44%
Pragmatist
Grok 4.1 Fast
42%
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Illustrative session · augle.com