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feat(l10): autonomous idle frontier-contemplation — the always-on life learns on its own (#758)
* feat(l10): autonomous idle frontier-contemplation — the always-on life learns on its own

Frontier survey move #2, path (c): give the always-on idle life a stream of experience via
SYMBOLIC intake (not the afferent→field seam, which is deferred pending a commensurability
ruling — docs/analysis/afferent-field-ingest-scope-2026-06-15.md). The idle heartbeat
converges (idle_tick drains a finite backlog + saturates is-a closure, then does nothing
forever); this makes it autonomously MINE its frontier with no user turn.

Reuse-heavy (the mechanism largely existed): a gated idle pass wires ADR-0080 contemplation
into the always-on loop.

- core/config.py: contemplate_frontier_during_idle (default off → no behavior change).
- chat/runtime.py: idle_tick pass 2b — when on, runs core.contemplation.run_contemplation()
  (mines the checked-in frontier-compare reports) and persists a reviewable ContemplationRun
  to <engine_state>/contemplation_runs/idle_<substrate_hash>.json. IDEMPOTENT per frontier
  (an already-mined frontier is not re-persisted → the life converges, no churn) and MEMOIZED
  per session (the static frontier is mined once, not re-read every beat). SPECULATIVE-only
  (ADR-0080: ContemplationFinding.__post_init__ RAISES if not SPECULATIVE → wrong=0 by
  construction; never ratified here — the HITL path is untouched). IdleTickResult gains
  frontier_findings.
- chat/always_on.py: run_continuous did_work + HeartbeatRecord count frontier work, so the
  heartbeat/soak convergence (H3) stays honest.
- core/cli.py: `core always-on --contemplate-frontier` (explicit learning-daemon mode) +
  honest per-beat log ("+N findings").

Adversarial 3-lens review (wrong=0/convergence, determinism/trust-boundary, test-vacuity)
found 7; fixed the real ones: the MEDIUM torn-write (write_contemplation_run is now atomic
temp+os.replace — the indefinite-uptime daemon expects SIGKILL mid-write, and the skip-guard
would never repair a torn canonical file), the gitignore breadth (contemplation_runs/ at any
engine-state root), the 64-bit filename truncation (full substrate_hash), and the
re-mine-every-beat cost (session memoization). Deferred + documented: the shared
contemplation miner embeds absolute report paths in finding CONTENT — a portability wrinkle
that does NOT affect wrong=0/convergence/soak determinism (those key on the content-only
substrate_hash) and touches shared code + its test surface; a follow-up.

Tests (non-vacuous): 7 — off-by-default (no behavior change), mines-when-enabled,
findings-SPECULATIVE (wrong=0), converges-idempotent, heartbeat-mines-then-converges,
mines-once-per-session (memoization), atomic-no-orphan. 55 idle/contemplation/always-on +
96 invariants/contemplation + 28 smoke green; `core always-on --contemplate-frontier` mines
end-to-end. engine_state contemplation_runs are per-life runtime state (gitignored).

* fix(l10): isolate idle frontier pass + persist frontier_findings (#758)

Three review blockers on the autonomous idle frontier-contemplation pass:

1. Daemon isolation. idle_tick's pass 2b called run_contemplation /
   write_contemplation_run bare inside the always-on loop (run_continuous
   wraps idle_tick in nothing but an exit-checkpoint finally), so a malformed
   frontier report or a transient FS fault would propagate out and KILL the
   continuous life. Wrap the optional pass best-effort (the exit-checkpoint
   boundary idiom): degrade to 0 findings + RuntimeWarning, leave did_work
   untouched, let a later beat retry.

2. Durable did_work explanation. HeartbeatRecord carried frontier_findings
   but serialize_report omitted it and AlwaysOnReport had no run total, so
   lived_life.json could show did_work=true with facts=0/proposals=0 and no
   persisted cause. Persist frontier_findings per-record + total_frontier_findings.

3. Honest HITL claim. The docstring/CLI/config said findings are "reviewable
   via the HITL path", but the existing HITL queue + workbench reader scan
   <repo>/contemplation/runs while the pass writes <engine_state>/contemplation_runs/.
   Narrow the claim to "persisted reviewable artifact, not yet in the HITL
   queue" (wiring that discovery is a follow-up).

Tests: 4 new non-vacuous regressions (mining-failure degrade, write-failure
degrade, always-on loop survives frontier failure, lived_life persists
frontier_findings) — all fail against the unpatched pass. 38 L10/always-on/
workbench tests green.
2026-06-14 23:59:49 -07:00
..
adr
analysis feat(l10): autonomous idle frontier-contemplation — the always-on life learns on its own (#758) 2026-06-14 23:59:49 -07:00
architecture
audit audit(l10-l11): lookback review lived spine 2026-06-05 15:52:40 -07:00
brief
briefs
curriculum
decisions docs(workbench): note the /health liveness signal in ADR-0162 footer spec 2026-06-14 17:18:13 -07:00
evals
handoff docs(handoff): demo capture shot-list & script for first public assets 2026-06-14 18:20:23 -07:00
handoffs
implementation
issues feat(teaching): ADR-0218 P3 — proof-carrying coherence promotion 2026-06-11 17:02:45 -07:00
lab Add passive tabletop lab protocol 2026-06-06 12:37:57 -07:00
planning docs(planning): record #700 deductive entailment demo as merged 2026-06-12 16:34:53 -07:00
plans
research docs(research): select quantitative field reasoner wedge 2026-06-04 17:23:57 -07:00
sessions docs(scoping): epistemic disclosure bus (Stage 2 / VERIFIED v1) + Q1 question-articulation briefs 2026-06-08 14:53:47 -07:00
workbench docs(workbench): add superseded banners to historical wave docs (#755) 2026-06-14 17:49:18 -07:00
zig
admissibility-exemplars.md
audio_pipeline_overview.md
capability_roadmap.md
claims_ledger.md Merge pull request #546 from AssetOverflow/docs/reconcile-current-state-2026-06-03 2026-06-04 07:14:39 -07:00
ethics_packs.md
EVAL_AUDIT_2026-05-20.md
eval_methodology.md
formation_pipeline_plan.md
frontier_baselines.md
gaps.md
hitl-backpressure.md
holdout_recipients.txt
identity_packs.md
master-plan-post-substrate-audit.md
memo.html memo: tighten for Karpathy + Anthropic exec audience 2026-06-10 16:10:47 -07:00
model_dependency_size_tally.md
pack_inventory_2026-05-21.md
position_paper.md fix(demo): harden epistemic truth-state authority — sealed corpus + entailment-decided inference 2026-06-11 23:38:03 -07:00
PROGRESS.md
recognizer-registry.md
refusal-taxonomy.md
reviewers.yaml
runtime_contracts.md feat(workbench): Wave M Phase C legibility — pipeline record, contemplation, identity continuity 2026-06-13 15:44:31 -07:00
RUST.md
safety_packs.md feat(safety): ADR-0032 — SafetyCheck structural surface 2026-05-17 20:25:22 -07:00
teaching_order.md
test-debt-quarantine.md
truth_seeking_schema.md
Whitepaper.md
Yellowpaper.md