Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
10 changes: 5 additions & 5 deletions dashboard.html
Original file line number Diff line number Diff line change
Expand Up @@ -331,7 +331,7 @@
- Open slope_hierarchy_scale: https://github.com/PyAutoLabs/slope_hierarchy_scale
- Open ic50_workspace: https://github.com/Jammy2211/ic50_workspace
- Open autolens_inference: https://github.com/PyAutoLabs/autolens_inference
- Open autofit_inference: https://github.com/PyAutoLabs/autofit_inference</textarea></details><div class="orchestration-freshness" data-freshness="grey"><details data-freshness-stamp data-refreshed-at="2026-10-15T13:25:33Z"><summary><span data-freshness-label>Last updated 2026-10-15 13:25:33 UTC</span></summary><time datetime="2026-10-15T13:25:33Z">2026-10-15 13:25:33 UTC</time></details><a data-refresh-link href="https://github.com/PyAutoLabs/PyAutoCortex/actions/workflows/dashboard_refresh.yml" title="Open the dashboard refresh controls">↻ Update</a></div></div><p class="orchestration-status" role="status" aria-live="polite"></p></section>
- Open autofit_inference: https://github.com/PyAutoLabs/autofit_inference</textarea></details><div class="orchestration-freshness" data-freshness="grey"><details data-freshness-stamp data-refreshed-at="2026-10-15T15:48:28Z"><summary><span data-freshness-label>Last updated 2026-10-15 15:48:28 UTC</span></summary><time datetime="2026-10-15T15:48:28Z">2026-10-15 15:48:28 UTC</time></details><a data-refresh-link href="https://github.com/PyAutoLabs/PyAutoCortex/actions/workflows/dashboard_refresh.yml" title="Open the dashboard refresh controls">↻ Update</a></div></div><p class="orchestration-status" role="status" aria-live="polite"></p></section>
<nav class="board-nav" aria-label="Board sections"><a class="board-nav-card" href="#summary"><span class="board-nav-count">25</span><span class="board-nav-label">Running</span></a><a class="board-nav-card" href="#summary"><span class="board-nav-count">53</span><span class="board-nav-label">Open</span></a><a class="board-nav-card" href="#projects"><span class="board-nav-count">8</span><span class="board-nav-label">Projects</span></a><a class="board-nav-card" href="#orchestration-cortex"><span class="board-nav-label">Check in</span></a></nav>

<p class="muted mdsrc"><a href="https://github.com/PyAutoLabs/PyAutoCortex/blob/main/dashboard.md" class="board-source-link" title="Markdown version" aria-label="Markdown version"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.6" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false"><path d="M14 3H6a1 1 0 0 0-1 1v16a1 1 0 0 0 1 1h12a1 1 0 0 0 1-1V8Z"/><path d="M14 3v5h5M8 12h8M8 16h6"/></svg></a></p>
Expand Down Expand Up @@ -451,7 +451,7 @@ <h3>euclid_dr1 — Does the sep1 DR1 delivery reproduce the ten prelim lenses by
</section>
<section class="project">
<h3>analytic_gaussian — Graphical and EP against a closed-form Gaussian posterior, at ensemble scale</h3>
<p class="muted">active · ral · <a href="https://github.com/PyAutoLabs/PyAutoCortex/issues/34">PyAutoCortex#34</a> · <a href="https://github.com/PyAutoLabs/PyAutoCortex/blob/main/projects/analytic_gaussian.md">projects/analytic_gaussian.md</a> · local <span class="pathchip">/mnt/c/Users/Jammy/Science/inference/analytic_gaussian</span> · RAL <span class="pathchip">/mnt/ral/jnightin/analytic_gaussian</span></p>
<p class="muted">active · ral · <a href="https://github.com/PyAutoLabs/PyAutoCortex/issues/34">PyAutoCortex#34</a> · <a href="https://github.com/PyAutoLabs/PyAutoCortex/blob/main/projects/analytic_gaussian.md">projects/analytic_gaussian.md</a> · local <span class="pathchip">/mnt/c/Users/Jammy/Science/active/analytic_gaussian</span> · RAL <span class="pathchip">/mnt/ral/jnightin/active/analytic_gaussian</span></p>
<p><b>Now</b></p>
<p>Wave 1 (342413, 200 seeds at N=5) is accepted as the baseline: autofit EP is exact on the Gaussian leg, leg B sigma misses as pre-registered (78/200), collapse rate 0/200. On criterion 2, astra and an independent Opus review both favour an under-calibrated mu threshold (calibrated on five unrepresentative seeds) and found no defect in the minimal-EP control; both flag the per-site sigma&gt;0 clip (analytic_ep_minimal.py:333) as the one audit target, and astra will not clear the control without an independent reconstruction of the EP fixed point. Next: run the planned diagnostic (archive/tasks/analytic_gaussian/minimal_ep_legb_mu_threshold.md) on a passing, an edge and the worst mu seed; the N=25 rung stays written but unsubmitted until it lands.</p>
<p><b>Runs</b></p>
Expand All @@ -465,11 +465,11 @@ <h3>analytic_gaussian — Graphical and EP against a closed-form Gaussian poster
<li>2026-09-10 — <i>note</i> — question: Is criterion 2's mu threshold or the minimal-EP control wrong — planned, never run [archive/tasks/analytic_gaussian/minimal_ep_legb_mu_threshold.md]</li>
</ul>
<p class="muted"><a href="https://github.com/PyAutoLabs/PyAutoCortex/blob/main/projects/analytic_gaussian.md">full log</a></p>
<div class="task"><button class="copy" data-cmd="Use the cortex skill. — resume analytic_gaussian: read PyAutoCortex projects/analytic_gaussian.md (Now, Runs, Log) and then /mnt/c/Users/Jammy/Science/inference/analytic_gaussian/wiki/project/state.md and the assistant autofit_assistant's AGENTS.md; tell me where I left off and what I said I would do next. Submit nothing and log nothing until I say." aria-label="Copy the AI command">📋</button><p>resume analytic_gaussian</p></div>
<div class="task"><button class="copy" data-cmd="Use the cortex skill. — resume analytic_gaussian: read PyAutoCortex projects/analytic_gaussian.md (Now, Runs, Log) and then /mnt/c/Users/Jammy/Science/active/analytic_gaussian/wiki/project/state.md and the assistant autofit_assistant's AGENTS.md; tell me where I left off and what I said I would do next. Submit nothing and log nothing until I say." aria-label="Copy the AI command">📋</button><p>resume analytic_gaussian</p></div>
</section>
<section class="project">
<h3>ep_toy_gaussian — NUTS versus three EP fits on the #1405 collapse toy at N=50</h3>
<p class="muted">active · ral · <a href="https://github.com/PyAutoLabs/ep_toy_gaussian/issues/1">ep_toy_gaussian#1</a> · <a href="https://github.com/PyAutoLabs/PyAutoCortex/blob/main/projects/ep_toy_gaussian.md">projects/ep_toy_gaussian.md</a> · local <span class="pathchip">/mnt/c/Users/Jammy/Science/inference/ep_toy_gaussian</span> · RAL <span class="pathchip">/mnt/ral/jnightin/ep_toy_gaussian</span></p>
<p class="muted">active · ral · <a href="https://github.com/PyAutoLabs/ep_toy_gaussian/issues/1">ep_toy_gaussian#1</a> · <a href="https://github.com/PyAutoLabs/PyAutoCortex/blob/main/projects/ep_toy_gaussian.md">projects/ep_toy_gaussian.md</a> · local <span class="pathchip">/mnt/c/Users/Jammy/Science/active/ep_toy_gaussian</span> · RAL <span class="pathchip">/mnt/ral/jnightin/active/ep_toy_gaussian</span></p>
<p><b>Now</b></p>
<p>Wave 1 (n50_seed42: 342639 + 342640_[0-2]) failed on infrastructure — EP x3 on EMFILE (fixed by PyAutoFit#1632/#1634, both in the RAL mirror at 404b3e5f7), NUTS on OOM at the 8 GB cap while XLA compiled the 50-factor window-adaptation scan, which grows with N (≥5.4 GB at N=20 locally). Wave 2 is prepared but not submitted: sample n50_seed42_w2 (free locally and on RAL; still needs its toy.SAMPLES entry), submit_nuts raised to 64 GB, submit_ep unchanged at 8 GB (peak ~590 MB). The collapse question at N=50 is unanswered; only n5_smoke speaks (EP RECOVER 3/3, NUTS 49.89/11.14). Next: human go, add the sample entry, push and submit NUTS then EP with SAMPLE=n50_seed42_w2 exported.</p>
<p><b>Runs</b></p>
Expand All @@ -483,7 +483,7 @@ <h3>ep_toy_gaussian — NUTS versus three EP fits on the #1405 collapse toy at N
<li>2026-09-24 — <i>note</i> — per-search overhead profile on this toy (2026-09-24, laptop, N=5, max_steps=3): 2.45 s per Dynesty factor search, ~1.47 s dynesty run_nested + ~0.98 s autofit wrapper (plots, a redundant second run_nested pass, samples writes); inside run_…</li>
</ul>
<p class="muted"><a href="https://github.com/PyAutoLabs/PyAutoCortex/blob/main/projects/ep_toy_gaussian.md">full log</a></p>
<div class="task"><button class="copy" data-cmd="Use the cortex skill. — resume ep_toy_gaussian: read PyAutoCortex projects/ep_toy_gaussian.md (Now, Runs, Log) and then /mnt/c/Users/Jammy/Science/inference/ep_toy_gaussian/wiki/project/state.md and the assistant autofit_assistant's AGENTS.md; tell me where I left off and what I said I would do next. Submit nothing and log nothing until I say." aria-label="Copy the AI command">📋</button><p>resume ep_toy_gaussian</p></div>
<div class="task"><button class="copy" data-cmd="Use the cortex skill. — resume ep_toy_gaussian: read PyAutoCortex projects/ep_toy_gaussian.md (Now, Runs, Log) and then /mnt/c/Users/Jammy/Science/active/ep_toy_gaussian/wiki/project/state.md and the assistant autofit_assistant's AGENTS.md; tell me where I left off and what I said I would do next. Submit nothing and log nothing until I say." aria-label="Copy the AI command">📋</button><p>resume ep_toy_gaussian</p></div>
</section>
<section class="project">
<h3>slope_hierarchy_scale — Hierarchical slope recovery with graphical and EP at N=25 to 50</h3>
Expand Down
8 changes: 4 additions & 4 deletions dashboard.md
Original file line number Diff line number Diff line change
Expand Up @@ -177,7 +177,7 @@ Use the cortex skill. — resume euclid_dr1: read PyAutoCortex projects/euclid_d

### analytic_gaussian — Graphical and EP against a closed-form Gaussian posterior, at ensemble scale

active · ral · [PyAutoCortex#34](https://github.com/PyAutoLabs/PyAutoCortex/issues/34) · [projects/analytic_gaussian.md](https://github.com/PyAutoLabs/PyAutoCortex/blob/main/projects/analytic_gaussian.md) · local `/mnt/c/Users/Jammy/Science/inference/analytic_gaussian` · RAL `/mnt/ral/jnightin/analytic_gaussian`
active · ral · [PyAutoCortex#34](https://github.com/PyAutoLabs/PyAutoCortex/issues/34) · [projects/analytic_gaussian.md](https://github.com/PyAutoLabs/PyAutoCortex/blob/main/projects/analytic_gaussian.md) · local `/mnt/c/Users/Jammy/Science/active/analytic_gaussian` · RAL `/mnt/ral/jnightin/active/analytic_gaussian`

**Now**

Expand All @@ -200,14 +200,14 @@ Wave 1 (342413, 200 seeds at N=5) is accepted as the baseline: autofit EP is exa
<details><summary>📋 resume analytic_gaussian</summary>

```
Use the cortex skill. — resume analytic_gaussian: read PyAutoCortex projects/analytic_gaussian.md (Now, Runs, Log) and then /mnt/c/Users/Jammy/Science/inference/analytic_gaussian/wiki/project/state.md and the assistant autofit_assistant's AGENTS.md; tell me where I left off and what I said I would do next. Submit nothing and log nothing until I say.
Use the cortex skill. — resume analytic_gaussian: read PyAutoCortex projects/analytic_gaussian.md (Now, Runs, Log) and then /mnt/c/Users/Jammy/Science/active/analytic_gaussian/wiki/project/state.md and the assistant autofit_assistant's AGENTS.md; tell me where I left off and what I said I would do next. Submit nothing and log nothing until I say.
```

</details>

### ep_toy_gaussian — NUTS versus three EP fits on the #1405 collapse toy at N=50

active · ral · [ep_toy_gaussian#1](https://github.com/PyAutoLabs/ep_toy_gaussian/issues/1) · [projects/ep_toy_gaussian.md](https://github.com/PyAutoLabs/PyAutoCortex/blob/main/projects/ep_toy_gaussian.md) · local `/mnt/c/Users/Jammy/Science/inference/ep_toy_gaussian` · RAL `/mnt/ral/jnightin/ep_toy_gaussian`
active · ral · [ep_toy_gaussian#1](https://github.com/PyAutoLabs/ep_toy_gaussian/issues/1) · [projects/ep_toy_gaussian.md](https://github.com/PyAutoLabs/PyAutoCortex/blob/main/projects/ep_toy_gaussian.md) · local `/mnt/c/Users/Jammy/Science/active/ep_toy_gaussian` · RAL `/mnt/ral/jnightin/active/ep_toy_gaussian`

**Now**

Expand All @@ -230,7 +230,7 @@ Wave 1 (n50_seed42: 342639 + 342640_[0-2]) failed on infrastructure — EP x3 on
<details><summary>📋 resume ep_toy_gaussian</summary>

```
Use the cortex skill. — resume ep_toy_gaussian: read PyAutoCortex projects/ep_toy_gaussian.md (Now, Runs, Log) and then /mnt/c/Users/Jammy/Science/inference/ep_toy_gaussian/wiki/project/state.md and the assistant autofit_assistant's AGENTS.md; tell me where I left off and what I said I would do next. Submit nothing and log nothing until I say.
Use the cortex skill. — resume ep_toy_gaussian: read PyAutoCortex projects/ep_toy_gaussian.md (Now, Runs, Log) and then /mnt/c/Users/Jammy/Science/active/ep_toy_gaussian/wiki/project/state.md and the assistant autofit_assistant's AGENTS.md; tell me where I left off and what I said I would do next. Submit nothing and log nothing until I say.
```

</details>
Expand Down
8 changes: 4 additions & 4 deletions projects.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -117,8 +117,8 @@ euclid_dr1:

analytic_gaussian:
remote: none
local_path: /mnt/c/Users/Jammy/Science/inference/analytic_gaussian
ral_root: /mnt/ral/jnightin/analytic_gaussian
local_path: /mnt/c/Users/Jammy/Science/active/analytic_gaussian
ral_root: /mnt/ral/jnightin/active/analytic_gaussian
mirror: none
sync_cli: hpc/sync
sync_verbs: [push, pull, logs, sync, status, submit, push-submit, jobs, sacct, cancel, tail, du, check]
Expand All @@ -131,8 +131,8 @@ analytic_gaussian:

ep_toy_gaussian:
remote: PyAutoLabs/ep_toy_gaussian
local_path: /mnt/c/Users/Jammy/Science/inference/ep_toy_gaussian
ral_root: /mnt/ral/jnightin/ep_toy_gaussian
local_path: /mnt/c/Users/Jammy/Science/active/ep_toy_gaussian
ral_root: /mnt/ral/jnightin/active/ep_toy_gaussian
mirror: none
sync_cli: hpc/sync
sync_verbs: [push, pull, logs, sync, status, submit, push-submit, jobs, sacct, cancel, tail, du, check]
Expand Down
2 changes: 1 addition & 1 deletion state.json
Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,7 @@
"repo": "PyAutoCortex",
"status": "yellow",
"headline": "YELLOW \u2014 8 active \u00b7 25 running",
"updated": "2026-10-15T13:25:33Z",
"updated": "2026-10-15T15:48:29Z",
"pages_url": "https://pyautolabs.github.io/PyAutoCortex/",
"items": [
{
Expand Down
Loading