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Institutional depth program #4

Description

@SMC17

Current merged mainline (updated 2026-08-04, post-#17)

Active operating thesis

See docs/AI_NATIVE_GOLDMAN_ROADMAP.md for the full 4-layer plan (L1 Governed Model Library / L2 Data Fabric / L3 Agent Analysts / L4 Trading & Distribution) and the six named flagships (05 Private Credit, 06 Debt Finance, 24 Distressed & Restructuring, 01 Investment Banking, 03 Private Equity, and a 09/14/22 trading cluster). This issue now tracks progress against that roadmap's near-term work packages rather than the earlier PR-recovery sequence, which is complete.

Near-term work packages (from the roadmap, P0 first)

  • P0: Real-only evidence push on 03 Private Equity (already strongest -- has real Home Depot/Macy's instances)
  • P0: Scaffold + first real reference instance for 05 Private Credit
  • P1: Same evidence push for 06 Debt Finance and 24 Distressed & Restructuring
  • P1: Thin L3 tool interface for 05 and 03 (tools/agents/ stub exists for Private Credit; needs a real builder-integrated path, not stubbed)
  • P2: Minimal L2 EDGAR -> 3-statement input path with Sources logging (tools/data_fabric/edgar_company_facts.py seed exists)
  • P2: Service packaging -- one-page "what the client receives" for private credit underwriting

Outstanding institutional gates (unchanged)

  • Complete human M3 effective challenge and stakeholder sign-off #7 -- named model owner, domain reviewer, and independent validator effective challenge; keep open
  • Confirm repository settings enforce at least one independent approval and designated CODEOWNERS for workflows, inventories, oracles, and policy code
  • Accumulate maintained real outcomes, monitoring, escalation, rollback, replacement, and retirement evidence before any M4 claim

No automated agent may satisfy the Issue #7 human gate or approve its own governance changes.

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