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Epoch 5 Generalization Command Center

Quick start

py -3 epoch5_command_center.py --run-all --build-only
py -3 epoch5_command_center.py --serve --port 8765

Open:

http://127.0.0.1:8765/

What it does

  • k-Space Mission Control

    • runs cross-k numerical extraction for k=5,6,7,8
    • estimates A₁^(k) from partition-ratio asymptotics
    • compares extracted values against the closed-law candidate

  • Swarm Live

    • reads the latest siarc_outputs/agent_D_out.json
    • shows ASR-refined survivors, their gaps, and status tags

  • Pattern Inference

    • evaluates three generalization hypotheses:
      • G-01: A₁^(k) = -(k*c_k)/48 - ((k+1)(k+3))/(8*c_k)
      • G-02: empirical quadratic fit in k
      • G-03: binomial α(k) probe
    • uses sympy.nsimplify as a lightweight PSLQ-style coefficient recovery step

  • Agent Log

    • streams recent ASR / Judge milestones from multi_agent_discussion/self_correction_log.json

  • H-0025 Report

    • surfaces the Judge verdict from siarc_outputs/agent_J_out.json
    • shows which publication checks are closed vs pending

Current verified snapshot

From the generated epoch5_state.json:

  • strongest hypothesis: G-01 at 91.9% confidence
  • k=6 extracted A₁ ≈ -2.0138, closed-law ≈ -2.0387, gap ≈ 1.22%
  • k=7 extracted A₁ ≈ -2.4310, closed-law ≈ -2.4632, gap ≈ 1.31%
  • k=8 extracted A₁ ≈ -2.8747, closed-law ≈ -2.9149, gap ≈ 1.38%

Notes

  • This is a real cross-k numerical check, not a mock panel.
  • The dashboard uses local browser fetch() calls to the Python server (/api/state, /api/run-k, /api/run-all, /api/test-hypothesis).
  • The current Judge status for H-0025 remains:
    • NUMERICALLY VERIFIED — FORMAL PROOF PENDING