learning-versus-freezing.bridge

leaf/bridge · drafted

Statement

The declaration's learning and freezing agents are the two policies Soto's PDF 14 contrasts, and its separation is the learning-versus-freezing claim as that source states it, with the asymptotic clause read as the package's label says once repaired.

Source

projects/deference/faf-cleanroom-2026-10-02/packages/udt-bli-learning/udt-bli-learning-report.md against projects/deference/faf-cleanroom-2026-10-02/sources/references/bli/soto-2023.

No passage is quoted: the bridge reconstructs the source's claim from the package report's statement of what it formalizes, so the attribution stands unvetted until a reader sets the two texts side by side.

Notes

Given the label-repair task, since the package's fidelity label currently misdescribes the theorem.

Author and human events

Author @smithy-verity; version 1; size S.

No human event has touched this node.

Edges

Above

Ranking (the lens, not the structure)

{
 "status": "open",
 "diagnosis": null,
 "flags": [
  "AI number",
  "attribution unvetted",
  "given learning-label-repaired"
 ],
 "V": {
  "V_prior": null,
  "display": "2",
  "headline": 2,
  "ref": 2,
  "valid": 2,
  "weaker": "both"
 },
 "belief": {
  "J": 0,
  "mid": "13/20",
  "range": [
   "3/20",
   "1/1"
  ],
  "width": "1/1"
 },
 "draft": "ai"
}

Say something about it

Each verb opens a prefilled issue; a round files what lands as the ledger event it is.

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