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Parent epic: #273 (item 8 / M4 — local CPU/CI gate; DE-RISKS the GPU run).
Context
The validated nucleus is thoughts/dynamic_env_probe.py (full objective, tiny shape, but Objective(..., lambda_anc=0.0) ...
area:eval
priority:p0
spec:rfc-0017
type:test
Parent epic: #273 (item 7b / M3).
Context
VERIFIED the OUTER container Phase3DownstreamEvalReport (lensemble/eval/phase3_downstream.py:233), not just the inner
Phase3TaskSuccess (:158), validator-LOCKS ...
area:eval
priority:p0
spec:rfc-0017
type:feature
- [ ] The title of this issue matches Promotion yyyy-mm-dd
- [ ] For prod
- [ ] System administrator and operator determined the commit to be promoted
- [ ] Operator created the promotion ...
infra
no demo
operator
Parent epic: #273 (item 7 / M3).
Context
VERIFIED lensemble/eval/harness.py::evaluate hardwires probe_accuracy=None (harness.py:186, comment probe is unwired
here - None ) and only collects clips + the ...
area:eval
priority:p0
spec:rfc-0017
type:feature
Parent epic: #273 (item 6 / M3 — ungameable eval).
Context
lensemble/eval/metrics.py:127 linear_probe_accuracy is a closed-form ridge one-hot CLASSIFIER (argmax accuracy) that
flattens the latent via ...
area:eval
priority:p0
spec:rfc-0017
type:feature
Parent epic: #273 (item 5 / M2).
Context
The closed-loop REAL success-rate loop already exists in lensemble/eval/harness.py::evaluate (plan →
world.reset(seed)/world.step(action)/world.succeeded() → ...
area:eval
priority:p0
spec:rfc-0017
type:feature
Dependency update
A new release of lib-python-projects has been published: v0.1.14.
Action required
1. Update the pin in pyproject.toml to:
lib-python-projects @ git+https://github.com/Seretos/lib-python-projects@v0.1.14 ...
Parent epic: #273 (item 4 / M2).
Context
There are TWO disjoint (latent, true-state) sources the eval needs, and NEITHER exists today:
1. The DATA path (used by #279 + the #282 CPU tests): lensemble/data/episode.py ...
area:data
priority:p0
spec:rfc-0017
type:feature
Getting Started with GitHub Copilot
img alt= original github octocat src= https://octodex.github.com/images/original.png align= left height= 80px /
👋 Hey there @nagaja! Welcome to your Skills exercise! ...
Parent epic: #273 (item 3 / M2).
Context
Config is a frozen dataclass tree (lensemble/config/schema.py). IMPORTANT scoping correction (VERIFIED): the GPU
launcher deploy/hfjobs/train_phase3_consortium.py ...
area:config
priority:p0
spec:rfc-0017
type:feature

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