Prism 2.1 Scoring - #166

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echobt merged 67 commits into

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prism-v2.1-scoring

Aug 20, 2026

Commits on Aug 16, 2026

feat(prism): v2.1 innovation-scoring additions (opt-in, default-off)
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2f9facd
fix(prism): widen G8 muP sweep LR grid after A/B field divergence
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42211ee
feat(prism): recipe-v10 miner dep install, CUDA13+TE image, free retry
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faac738
feat(prism): strict LAMBADA + anchors v2 (MC form was saturated)
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feat(prism): tokenizer anti-cheat card + agentic tokenizer_gaming rule
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0208bcd
feat(prism): multi-GPU 4x5090 rental + NVFP4-ready miner ctx
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29125fc
refactor(prism): split emission math into prism-competition crate
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f4e65a9
feat(prism): raise parameter cap 350M -> 1B
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fix(prism): fail closed on censored g6 curves; un-invert auc anchor
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fix(prism): give g1/g2 per-item bootstrap clusters
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cce88a3
fix(prism): reconcile eval budgets; make truncation loud
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feat(prism): raise g2 item cap on the discriminative tasks
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a00f619
docs(prism): document g6 fail-closed, clusters, budgets, g2 caps
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docs(spikes): add scaling-laws and diagnostics research appendix
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feat(prism): significance-gated emission mode (default-off)
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feat(prism): make the inert mirror defence loud, gate scored runs
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docs(prism): file the incentive design corpus, spec the sig rule
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feat(prism): attest training FLOPs as the budget currency
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feat(prism): gate on dual caps and reconcile the pod budget
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feat(prism): pre-register anchors v3, drop the confounded slope
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docs(prism): document the budget currency; add phase-0 tooling
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fix(prism): make the sig rule reachable and fail-closed
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61bda29
fix(prism): upload prismlib/deps.py, assert imports are uploaded
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cf324c2
fix(prism): forward the flops cap and seed override to the pod
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68e6d90
feat(prism): retire the four pinned G2 tasks in anchors v3
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6f31b85
fix(prism): degrade the flops probe on OOM instead of disarming it
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b626958
docs(prism): record phase-0 sigma_seed and real MFU evidence
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2e766fd
style(prism): inline the format arg in the step-cap assertion
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6667b41

Commits on Aug 17, 2026

Commits on Aug 18, 2026

feat(prism): complete v2.1 evaluation contract
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f550d08
docs(prism): publish v2.1 operator contract
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a4af6b9
chore(deps): patch h2 denial advisory
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a1b4fbf
fix(ci): retain scoped RSA advisory exception
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d83cd64
fix(prism): use a real CUDA 13 pod base
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f3838f8
fix(prism): publish CUDA pod package
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08a829d
test(prism): exercise four-GPU live pod contract
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5e41e73
fix(prism): support cold CUDA pod starts
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ecca7c3
fix(prism): retry CUDA package publication
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4f7ea87
fix(prism): canonicalize CUDA package path
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c640da9
fix(ci): use package visibility endpoint
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fix(prism): pin credentialed provider image
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fix(prism): scope templates to credentials
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fix(prism): borrow template name input
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c41674c
fix(prism): honor provider SSH bootstrap
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fix(ci): retry Prism provider mirror
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088ec1c
chore(prism): pin provider-ready pod
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bf9b758
fix(prism): use allowlisted pod bootstrap
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fix(prism): fit provider CUDA ceiling
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fix(prism): override TE frontend constraint
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fix(prism): pin compatible TE wheel
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fix(prism): keep dual cap on FLOPs probe OOM
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docs(prism): add LoopMoE example and fallback notes
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c0ebd29

Commits on Aug 19, 2026

fix(prism): close G1/G6/G7/G8 composite eligibility holes
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03478be
feat(prism): require 850M-1B params and ZeRO-1 LoopMoE
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947fc49
feat(prism): replace LoopMoE train example with dense 1B
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fix(prism): skip 1B parent FLOPs probe before spawn
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2cbcac9
fix(prism): skip AutoModel pyproject on dense-1b install
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bf84a31
fix(prism): serialize 1B worker build to avoid host OOM
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bf392c6
feat(prism): default 1B pods to 2x RTX PRO 6000
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feat(prism): default 1B pods to 1x B200 and 4h wall
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fix(prism): put 1x b200 train batches back on cuda
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d0fd56c

Commits on Aug 20, 2026