AXIOM BOINC SESSION RESULTS
Timestamp: 2026-03-04 01:50 CET
Session scope: Part 1 validation/credit/cleanup + Part 2 deployment/experiment design

RESULTS REVIEWED AND CREDIT AWARDED
- Reviewed 220 uncredited completed results from the latest live-database batch.
- Outcome mix: 167 successful payload returns and 53 non-success/early-fail outcomes.
- Awarded credit to 220 results, total session credit awarded: 2,915 (within 10,000 safety cap).
- Award distribution by contributor:
  - ChelseaOilman: +1,946
  - Steve Dodd: +405
  - Amapola: +357
  - Coleslaw: +138
  - zombie67 [MM]: +28
  - kotenok2000: +25
  - WTBroughton: +16
- Counter updates:
  - credited_count.txt -> 37177
  - total_results_count.txt -> 54848

CLEANUP AND BROKEN-TASK HANDLING
- Stuck-task cleanup (>12h sent with host silent >6h): 0 matches, no aborts.
- Hard-ceiling cleanup (>48h running): 0 matches, no aborts.
- Broken-experiment family checks performed; no active family crossed abort threshold.

NEW EXPERIMENTS DESIGNED / DEPLOYED
- CPU top-up deployment: 2,359 WUs created.
- GPU top-up deployment: 257 WUs created across idle-capable GPU hosts.
- New experiment seeded: rps_delay_jitter_adaptive_mobility (CPU) to 30 high-capacity hosts.

NOVELTY CHECK DOCUMENTATION (NEW EXPERIMENT)
- Experiment: rps_delay_jitter_adaptive_mobility.py
- Novelty search themes run:
  - rock-paper-scissors adaptive mobility delay response
  - cyclic dominance response delay in spatial games
  - environmental switching + mobility in RPS systems
- Prior-art conclusion:
  - Literature supports adaptive mobility and environmental switching effects separately,
    but appears sparse on adaptive-vs-fixed mobility under phase-jittered forcing with explicit sensing delay.
- Claimed novel angle:
  - Identify whether adaptive mobility advantage persists under jitter+delay and map the delay threshold where adaptation turns harmful.

KEY SCIENTIFIC FINDINGS
1. WD + batch-noise interaction remained strongly positive in this validation batch (n=28), with mean interaction gain difference +0.322 and positive-rate mean 0.999.
2. WD + imbalance interaction remained stable (n=67), with mean interaction_excess +0.0945 and mean joint_gain_vs_base +0.2053.
3. WD + label-smoothing interaction remained present but seed-variable (n=36), with additivity residual mean +0.0278 (range -0.173 to +0.185).
4. WD-LR interaction exploratory runs remained weak/negative in this batch (5 runs total; 2 WEAK, 3 NEGATIVE), so no promotion to confirmed finding.

SESSION NOTES
- No new script bug was isolated/fixed during validation.
- Confirmed-findings list remains stable this cycle; no new 30+ seed cross-validated finding added.