Skip to content

PDR ↔ APS workstream: dogfood data, Section 8 paper coordination, gist exports #12

@aeoess

Description

@aeoess

Continuation of the cross-protocol workstream that started on Signet-AI/signetai#312 and has grown into a standalone thing that deserves its own home. NicholaiVogel correctly pointed out that the CSV schema work, paper Section 8 coordination, and gist exports had drifted past the original integration question. Opening this issue to host the workstream publicly.

@nanookclaw — moving here so we can keep iterating without crowding hosts. Everything from Apr 5 onward on that thread is in scope.

Live artifacts:

  • Dogfood gist: https://gist.github.com/aeoess/d2ceca9548bcb61e46cbd9f575555448 (315 rows, 4 tables, receipt_hash as cross-cutting anchor)
  • Section 8 figure draft: receipt_hash binds policy_evaluationsreceipt_window_seals (Merkle commitments) → revocation_eventsposture_events into a single enforcement chain
  • Schema: table_name discriminator column, split in pandas with df[df.table_name == 'policy_evaluations']

Deny analysis (from Nanook's parse):

  • 71/304 evaluations = 23.4% deny rate
  • Top deny: admin:delete scope violations (22x) — all from pilot agent deliberately probing scope boundaries to generate enforcement data
  • Cross-role scope violations: commerce agents requesting governance scopes, analysts requesting commerce scopes
  • 13 unique agent identities across the dataset
  • 8 receipt window seals with commitment hashes

Open work:

  • Section 8 prose draft incorporating the deny analysis (the cross-role denials are the key signal — each agent type has a different delegation scope, every probe proves the isolation holds)
  • Receipt window seal verification walkthrough using the 8 sealed windows
  • Schema documentation for the 4 tables so external readers can reproduce
  • Decision: include posture_events as a separate figure or fold into the enforcement chain figure
  • Next dogfood export cadence — weekly snapshots or event-driven

Open invitation:
This is the public home for the workstream. Anyone working on enforcement evidence, decision lineage, compliance receipts, or behavioral observation of governance systems is welcome. Drop a comment, link a related artifact, propose a test case. The protocol gets stronger when more eyes are on the same data.

Context budget for the paper section is still a live constraint — if you're working on something adjacent and want the raw 315-row export rather than a summary, the gist is downloadable and the table discriminator makes partial loads trivial.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions