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jepa-fx-risk/STATUS.md
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mathiasandClaude Sonnet 4.6 7d04423d39
CD / Lint / Test / Vet (push) Failing after 2s
CD / Build & Import (push) Has been skipped
CD / Deploy via GitOps (push) Has been skipped
feat(loop): 5 iters on TS-JEPA+SIGReg backbone — consistent improvement
All 5 kept: val_vol_r2 -0.1543 → +0.0599 (+0.214 total). Backbone learning.
Agent tuning: LR, depth, SIGREG_LAM, EPOCHS. Still well below toy ceiling
(0.37) — real backbone room to grow via #3/#4/#5.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-24 07:45:55 +02:00

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# Autoresearch STATUS
| iter | val_vol_r2 | delta | action | secs | gpu | change |
|------|-----------|-------|--------|------|-----|--------|
| 1 | 0.3749 | +0.0928 | KEEP | 2s | gpu=0% vram=10054/12227MiB temp=34°C | iter1 |
| 1 | 0.3011 | +0.0776 | KEEP | 2s | gpu=0% vram=10054/12227MiB temp=34°C | iter1 |
| 2 | 0.3032 | +0.0021 | KEEP | 2s | gpu=0% vram=10054/12227MiB temp=35°C | iter2 |
| 1 | 0.2759 | -0.0273 | revert | 2s | gpu=0% vram=10054/12227MiB temp=34°C | iter1 |
| 2 | 0.3442 | +0.0410 | KEEP | 2s | gpu=0% vram=10054/12227MiB temp=34°C | iter2 |
| 3 | 0.3371 | -0.0071 | revert | 2s | gpu=0% vram=10054/12227MiB temp=34°C | iter3 |
| 4 | 0.3143 | -0.0299 | revert | 2s | gpu=0% vram=10054/12227MiB temp=34°C | iter4 |
| 5 | 0.3355 | -0.0087 | revert | 2s | gpu=0% vram=10054/12227MiB temp=34°C | iter5 |
| 6 | 0.2377 | -0.1065 | revert | 2s | gpu=0% vram=10054/12227MiB temp=35°C | iter6 |
| 1 | -0.1247 | +0.0296 | KEEP | 4s | gpu=0% vram=10054/12227MiB temp=35°C | iter1 |
| 2 | -0.1203 | +0.0044 | KEEP | 4s | gpu=0% vram=10054/12227MiB temp=35°C | iter2 |
| 3 | -0.0716 | +0.0487 | KEEP | 4s | gpu=0% vram=10054/12227MiB temp=36°C | iter3 |
| 4 | 0.0590 | +0.1306 | KEEP | 5s | gpu=0% vram=10054/12227MiB temp=36°C | iter4 |
| 5 | 0.0599 | +0.0009 | KEEP | 5s | gpu=0% vram=10054/12227MiB temp=37°C | iter5 |