## Turn 1

*   Goal: Build a "publishable-private reporting policy" for the AI Flight Recorder home lab.
    *   Constraints: Use *only* provided synthetic sources [S1-S8].
    *   Conflict Resolution: Prefer newer policy, then more specific policy.
    *   Required Sections: # Answer, # Source Priority, # Resolved Policy, # Contradictions, # Metrics To Report, # What Must Stay Private, # Example Report Language, # Confidence.
    *   Citations: Every substantive claim must cite source IDs.
    *   Length: Target ~5,000 tokens (expand content, be thorough).

    *   [S1 2024-11]: Benchmark artifacts retention = 14 days.
    *   [S2 2025-05]: Public screenshots: omit raw prompts; include model name, quant, context size, token counts.
    *   [S3 2026-01]: Private WorkDash-derived artifacts: never publish outside home lab.
    *   [S4 2026-03]: Synthetic benchmark prompts: exportable if no real names, emails, Teams messages, or secrets.
    *   [S5 2026-04]: Model comparisons report: pass rate, invalid-run count, median generation TPS, MTP acceptance, reasoning tokens, final tokens, output artifacts.
    *   [S6 2026-05]: Raw private prompts: retain locally until deleted; publishable reports use redacted summaries.
    *   [S7 2025-08]: Draft: failed runs should be discarded.
    *   [S8 2026-06]: Failed and invalid runs: retain and label (reliability problems).

    *   *Retention of failed runs:* [S7 2025-08] says discard; [S8 2026-06] says retain. [S8] is newer (2026-06 vs 2025-08). Result: Retain and label.
    *   *Retention of artifacts:* [S1 2024-11] says 14 days. [S6 2026-05] says raw private prompts retain locally until explicitly deleted. [S6] is newer and more specific to "raw private prompts". [S1] is general "benchmark artifacts".
    *   *Publishing prompts:* [S2 2025-05] says public screenshots omit raw prompts. [S4 2026-03] says synthetic prompts can be exported if clean. [S6 2026-05] says publishable reports use redacted summaries. These are complementary: screenshots omit, synthetics can be exported (if clean), and general reports use summaries.

    *   *# Answer:* High-level summary of the policy.
    *   *# Source Priority:* List sources by date/specificity.
    *   *# Resolved Policy:* Detailed rules on retention, publishing, and data handling.
    *   *# Contradictions:* Explicitly mention S7 vs S8.
    *   *# Metrics To Report:* List from S5 and S2.
    *   *# What Must Stay Private:* List from S3, S4, S6.
    *   *# Example Report Language:* Create a template based on the rules.
    *   *# Confidence:* Self-assessment.

    *   *Expanding the content:* Since the target is 5,000 tokens, I need to be extremely detailed. I will elaborate on the *implications* of each rule, create a comprehensive framework, and provide extensive examples.

    *   *Drafting "Resolved Policy":*
        *   Retention: General artifacts 14 days [S1], but raw private prompts until deleted [S6]. Failed/invalid runs must be kept [S8].
        *   Publishing: WorkDash artifacts are strictly internal [S3]. Synthetic prompts are okay if no PII/secrets [S4]. Public reports use redacted summaries [S6]. Screenshots omit raw prompts [S2].

    *   *Drafting "Metrics":*
        *   Model name, quant, context size, token counts [S2].
        *   Pass rate, invalid-run count, median generation TPS, MTP acceptance, reasoning tokens, final tokens, output artifacts [S5].

    *   *Drafting "What Must Stay Private":*
        *   WorkDash-derived artifacts [S3].
        *   Real names, emails, Teams messages, secrets [S4].
        *   Raw private prompts (unless redacted/summarized) [S6].

    *   *Drafting "Example Report Language":*
        *   Create a mock report showing the metrics from S5 and S2, and the redacted summary from S6.

    *   *Check:* Did I use only synthetic sources? Yes.
    *   *Check:* Did I resolve conflicts by date? Yes (S8 > S7).
    *   *Check:* Did I cite every claim? Yes.
    *   *Check:* Are all required sections present? Yes.
    *   *Check:* Is the length expanded? I will expand the "Resolved Policy" and "Example Report Language" sections significantly to meet the target.