feat: add offline hidden Teacher distillation campaigns - #47

Draft

Alizen-1009 wants to merge 19 commits into

alibaba:mainfrom

Alizen-1009:feature/teacher-distill

Commits on Aug 6, 2026

docs: plan hidden teacher distillation campaign
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f6191ff
feat: define teacher distillation contracts
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3b719f3
feat: validate immutable teacher bundles
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87598a9
feat: build sanitized teacher knowledge views
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b3accf4
feat: report teacher progress in iteration memory
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2beadeb
refactor: make campaign stop policy configurable
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4494c97
feat: add teacher distillation CLI contract
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5738271
feat: enforce hidden teacher session policy
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dff7673
feat: validate and benchmark teacher workspaces
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526534d
feat: verify candidates against teacher with ABBA
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74853e4
feat: stop teacher campaigns only after verified parity
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0205e26
feat: orchestrate resumable teacher distillation campaigns
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604167f
feat: add bounded teacher escalation
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1143729
feat: validate evidence-backed distillation drafts
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417c66f
feat: generate isolated teacher distillation artifacts
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1ec7bb4
feat: complete resumable teacher distillation lifecycle
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fd3911b
docs: document offline teacher distillation workflow
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c1a6698
fix: harden hidden teacher isolation boundaries
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325dc0e
fix: make teacher verification resume fail closed
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1aa2173