AXIOM BOINC SESSION RESULTS
Session timestamp: 2026-03-04 01:41:01 CET
Session scope: Part 1 validation/credit + Part 2 deployment/experiment design + Part 3 save/upload

RESULTS REVIEWED AND CREDIT AWARDED
- Reviewed and processed 300 uncredited exp_% results from live queue (validation session s0304_part1_validate_f).
- Payload status mix in reviewed batch: 89 completed, 211 error.
- Quality by experiment family:
  - memdyn: 72/75 completed (high reliability this batch)
  - featcomp: 6/75 completed
  - repalign: 6/76 completed
  - microscale: 5/74 completed
- Total credit awarded this session: 1722 across 300 results.
- Per-user increments applied:
  - ChelseaOilman: +1422
  - Anandbhat: +300
- Crediting method: elapsed-time and payload-quality tiering (completed > error; longer runtime > shorter runtime).
- Incremental DB accounting updates were applied to result/user/host credit fields; counters were advanced:
  - credited_count.txt: 36357 -> 36657
  - total_results_count.txt: 54714 -> 54848

STUCK/BROKEN TASK CLEANUP
- Dead-host stuck task cleanup pass (>12h running and host offline >6h): 0 rows updated.
- Hard-ceiling cleanup pass (>48h running regardless of host state): 0 rows updated.
- High-failure active-line review did not identify a cross-host, high-confidence broken line requiring mass abort this session.

EXPERIMENT DEPLOYMENT AND NOVELTY CHECK
- CPU top-up deployment: 2,425 workunits created (hosts seen/touched: 76/74; RAM<6GB skipped: 2).
- GPU top-up deployment: 265 workunits created (GPU hosts seen/touched: 71/71).
- GPU checkpoint satisfied: idle GPU capacity found and GPU-aware experiment scripts dispatched.
- New experiment seeded: rd_phasejitter_adaptive_forcing (r1) to 30 target hosts.
- Novelty check documented prior literature on periodic forcing/noise resonance in reaction-diffusion systems.
- Novel contribution retained for this run: fixed-vs-adaptive forcing robustness map under cycle-to-cycle phase jitter in Gray-Scott dynamics using host-seeded Monte Carlo.

KEY SCIENTIFIC FINDINGS
1. In this validation batch, memdyn remained strongly reliable (72/75 completed), while repalign, microscale, and featcomp remained predominantly error-producing under payload-level status checks.
2. No new 30+ seed cross-validated confirmed finding threshold was reached in this batch; the confirmed-findings ledger remains unchanged.
3. Payload-level status remains scientifically and operationally necessary for interpretation, since BOINC-level success outcomes can still contain experiment payload status=error.
4. Cross-disciplinary pipeline progress: rd_phasejitter_adaptive_forcing introduces a targeted robustness test for adaptive forcing under phase jitter, extending Axiom’s non-ML mechanism program.

ARTIFACT CONTEXT
- Validation log source: /opt/axiom/experiment_session/validate_2026-03-04_0139.txt
- Findings context source: /opt/axiom/experiment_session/findings_summary.txt