AXIOM SESSION RESULTS LOG
Timestamp: 2026-03-04 10:20 CET
Session parts summarized: Part 1 (Validation/Credit/Cleanup) + Part 2 (Research/Deploy)

PART 1 — VALIDATION, CREDIT, CLEANUP
- Uncredited completed results reviewed at validation time: 59.
- Trusted sanitized payloads available for reviewed cohort: 0/59.
- Credit outcome: deferred this pass because trusted sanitized numeric payloads were unavailable.
- Total credit awarded: 0.

VALIDATION QUALITY / TRIAGE ACTIONS
- Broken experiment pattern detected: battery_pulse_delay_plating_resonance (100% completed-task failure in snapshot: 4 failed, 0 success).
- Queued/running battery tasks aborted to stop waste: 5.
- Stuck/dead-host cleanup (>12h running and >6h no contact): 0 aborted.
- Hard-ceiling cleanup (>48h running): 0 aborted.
- Website counters: credited_count unchanged; total_results_count synchronized to 59.

PART 2 — EXPERIMENT DESIGN, NOVELTY CHECK, DEPLOYMENT
- Deployment session: s0304_090949.
- Pre-deploy backlog: unsent=0, in_progress=954, active_hosts=94 (cap=5000).
- CPU top-up deployed: 3739 workunits (host-targeted, RAM>=6GB, 3x queue policy).
- GPU top-up deployed: 304 workunits using GPU-aware scripts only.
- Post-deploy cap enforcement: one CPU host exceeded 4x during churn; 33 running CPU tasks aborted on host 354 to restore 3x target.
- Queue snapshot after deployment: unsent=0, in_progress=1008, active_hosts=94.

NEW EXPERIMENTS DESIGNED + NOVELTY DOCUMENTATION
1) pit_delay_inhibitor_resonance.py
- Novelty check: prior work covers pitting, inhibitor dosing, and flow effects, but direct pulse-period x sensing-delay x heterogeneity adaptive-control factorial appears sparse.
- Novel hypothesis: delayed adaptive dosing can induce intermediate-period pit-depth resonance.

2) chemostat_delay_crossfeeding_resonance.py
- Novelty check: coexistence, forcing, and delay-control are studied separately; direct forcing-period x sensing-delay x heterogeneity factorial under adaptive nutrient policy appears sparse.
- Novel hypothesis: intermediate-period coexistence-loss resonance under delayed adaptive control.

TRUSTED RESULT REGISTRY UPDATES
- trusted_params.json updated for:
  - pit_delay_inhibitor_resonance (resonance/control/corrosion metrics)
  - chemostat_delay_crossfeeding_resonance (resonance/coexistence/collapse/productivity/inflow metrics)

KEY SCIENTIFIC FINDINGS
1. No new cross-validated finding was promoted in this validation pass because trusted sanitized numeric payloads were unavailable for the 59 reviewed uncredited completed results.
2. Operationally, battery_pulse_delay_plating_resonance is currently non-productive (100% failure in completed snapshot) and was halted to prevent additional volunteer compute waste.
3. Two novel experiment lines were advanced with documented novelty checks: corrosion delay-control resonance and chemostat cross-feeding delay resonance, both targeting interaction effects not yet established in the project’s confirmed findings list.
4. Immediate scientific priority remains resolving sanitized-payload lag for completed results so deferred quality scoring and crediting can resume with trusted numeric evidence.