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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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Learn how you can use GitHub Issues to plan and track your work.

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ProTip! Restrict your search to the title by using the in:title qualifier.