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docs(risk-register): C-40 — samples/uncertainty raises priority + concrete pipeline-core gate#69

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Jun 27, 2026
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docs(risk-register): C-40 — samples/uncertainty raises priority + concrete pipeline-core gate#69
Polichinel merged 1 commit into
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docs/c40-samples-priority

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Updates C-40 with two things surfaced this session:

  1. The samples/uncertainty requirement raises C-40's priority. Moving from point estimates to S-sample distributions makes the pandas gate scale ~linearly with S: views-frames stores (N, S) natively; pandas PGMDataset stores object-dtype list-in-cell (pipeline-core's own #181/#189 OOM, encode/decode tax, silent np.resize). Invisible at S=1, dominant at S≈1000.
  2. "DataFrame retirement" made concrete. The gate = pipeline-core Epic #186 + #207 (frame input loader #161/#162, frame container #159, frame store I/O, retire legacy pandas path #211) — an epic, not a PR. The de-inheritance half vpp owns and can do now.

Also noted on #45 (the producer-side draw carrier). Register-only change.

🤖 Generated with Claude Code

… the concrete pipeline-core gate

The delivery is moving from point estimates to predictions-with-uncertainty
(S samples/cell). Records why this sharpens C-40: views-frames stores a
distribution as a native (N, S) array, whereas pandas PGMDataset stores it as
object-dtype list-in-cell — cost ~linear in S (pipeline-core's own #181/#189
OOM, encode/decode tax, silent np.resize). Also makes "DataFrame retirement"
concrete: the gate = pipeline-core Epic #186 + #207 (frame loader #161/#162,
frame container #159, frame store I/O, retire legacy pandas path #211), an epic
not a PR; the de-inheritance half vpp owns and can do now. Cross-refs #45.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
@Polichinel Polichinel merged commit cf0231b into development Jun 27, 2026
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@Polichinel Polichinel deleted the docs/c40-samples-priority branch June 27, 2026 11:37
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