Track pattern evidence and ongoing language learning
Assistant: codex Assistant-Model: gpt-6-astra Assistant-Session: 01a0cffe-206f-7323-89d3-b20ca4cf4bf9
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workplans/FEP-WP-0006-language-evolution.md
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workplans/FEP-WP-0006-language-evolution.md
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---
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id: FEP-WP-0006
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type: workplan
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title: "Make ongoing language learning observable"
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domain: infotech
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repo: frontend-patterns
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status: active
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owner: codex
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topic_slug: canon
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created: "2026-09-26"
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updated: "2026-09-26"
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---
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# Make ongoing language learning observable
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User-approved baseline, learning ledger and generated evolution report. Finite
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investigations support an ongoing language; no composite maturity score or automatic
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promotion. M1/M2 and independent human validation remain open in WP-0002/WP-0003.
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## Establish the versioned evidence baseline
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```task
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id: FEP-WP-0006-T01
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status: done
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priority: high
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```
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Seventeen research identities, current profiles and immutable baseline pin candidate
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content and distinguish documentary/static/runtime evidence, implementation families,
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review provenance and limits. Full-contract independence and historical effort remain
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unknown. See research/evolution/README.md and snapshots/baseline-2026-09-26.json.
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## Record learning and generate transparent reporting
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```task
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id: FEP-WP-0006-T02
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status: done
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priority: high
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```
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Selected retrospective ledger, prospective cycle template, generated evidence/case/
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usefulness report, validation and tests. Preserve the frozen pilot and all historical
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experiment receipts. Intent/protocol/program now describe continuous learning.
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## Measure the first comparable prospective cycles
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```task
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id: FEP-WP-0006-T03
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status: todo
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priority: medium
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```
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Before WP-0003 T01's next navigation/history/cache investigation, register one bounded
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cycle using templates/LearningCycle.md. Record effort, outcomes and counterevidence;
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update profiles/report and snapshot at the review boundary. Continue with comparable
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questions only where they are useful, not to meet a count target. After at least three
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comparable cycles review returns within that stream/protocol; no trend claim before
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then and no automatic plateau declaration. Preserve independent confirmation value.
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Reconcile substantive-review dates from original artifacts; baseline assessment dates
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must not fabricate freshness. Future usefulness work retains stable development anchors
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and preregisters fresh tasks under WP-0004; it does not alter the consumed pilot.
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