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Andy Dixon 2ac8752bac Phase 14: dreaming as an opt-in, budgeted, non-acting idle mode

- dreaming.Service: deterministic memory replay sample keyed by dream id,
  vocabulary-based association of unlinked memory pairs (similar_to edges +
  dream_association events), speculative hypotheses as hypothesis-kind beliefs
  with two weak memory citations (starts ~0.30, asserted <= 0.35)
- Run marks the context forbidden for capabilities before anything else;
  test proves Invoke refuses inside a dream
- per-mind settings: enabled (default off), hours window (wraps midnight),
  interval, model-call / memory / hypothesis caps; global pause switch
- optional model wording via new `dream` prompt (role hypothesise)
- promotion adds operator evidence, rejection retracts the belief; both
  audited and recorded as operator actions
- migration 0014, API, Dreams tab and page, noemactl dreams, docs/dreaming.md

2026-07-01 21:12:13 +01:00

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All notable changes to Noema are recorded here. Format follows Keep a Changelog; versions follow SemVer.

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Phase 14 dreaming: opt-in idle mode with allowed hours, interval and budgets; deterministic memory replay sample, vocabulary-based association of unlinked memories, speculative hypotheses as low-prior beliefs with optional model wording; promotion/rejection review in UI, API and CLI; dreams run in a forbidden capability context so they can never act.
Phase 13 integrations: research folder watcher with safe extraction and fingerprints, shallow bare git mirrors with co-change stats, Prometheus/VictoriaMetrics threshold and change detection, HMAC-signed webhooks with replay protection and rate limiting, per-integration health, runs and document ledger in UI/API/CLI, read_metrics and repository.read capabilities.
Phase 12 capabilities: single policy-governed action path with ALLOW/ASK/DENY rules, locked capabilities, request-bound approvals (once, session, modified), tool output as tool-trust observations, self-model synchronisation, approval centre and policy matrix.
Phase 11 relationship graph: mind-scoped entities with aliases, evidenced typed edges, links to memories/beliefs/events, deterministic extraction from conversation and observations, merge/distinct corrections, bounded canvas explorer, API and CLI.
Phase 10 background cognition: metacognitive self-checks, scheduled reflection with lessons, episode consolidation into evidenced generalisations with operator review, internal narrative, thresholded notifications with aggregation.
Phase 9 motivation: goal tree with attention relevance, closed drive set and rule-driven affect state with decay and weight modulation, explicit predictions with deterministic resolution, prediction errors feeding beliefs, calibration dashboard, curiosity questions becoming investigation goals.
Phase 8 conversation (milestone M1): messages become observations, deterministic perception with optional model enrichment, claims become evidenced beliefs, grounded introspective answers from real state, model or deterministic wording with full provenance, chat UI, noemactl ask, sample mind Dani with a strict seed import, and an end-to-end acceptance test.
Phase 7 LLM layer: provider-neutral router with roles and fallbacks, OpenAI-compatible/Anthropic/Ollama providers, encrypted secret references, SSRF-safe HTTP client, budgets, full call recording with replay, versioned prompts with untrusted data blocks, configuration and prompt manager UI, CLI.
Phase 6 beliefs: evidence-derived confidence with inspectable arithmetic, statuses, alternatives, append-only history, deterministic contradiction detection, temporal-association hypotheses, operator corrections (wrong, do-not-infer, inaccurate memory), belief explorer and CLI.
Phase 5 memory: episodic/semantic/procedural/autobiographical memory with epistemic status, fused retrieval with inspectable component scores, optional pgvector embeddings, decay without deletion, attention-gated encoding, retrieval process, memory explorer and CLI.
Phase 4 cognition core: deterministic attention scoring with inspectable breakdowns, global workspace and working memory with decay, per-mind cognitive runtime with bounded concurrent processes, loop detection, operator controls, live workspace page and CLI.
Phase 3 events: append-only cognitive event store with provenance links, filtered queries, durable cursors, live SSE streams with resume, forensic event explorer UI, thought stream page, operator observations and CLI.
Phase 2 minds: structured personalities with append-only version history, diff, restore, templates with preserved overrides, self-model, mind lifecycle (create, clone, disable, archive), API, UI editor and CLI.
Phase 1 foundation: configuration, structured logging, metrics, migrations, local authentication (Argon2id, sessions, CSRF, lockout, roles, API tokens), audit log, JSON API skeleton, server-rendered admin UI with light/dark theme, noemad and noemactl.
Repository foundation: plan, architecture, security model, threat model, ADRs, Makefile, container files.

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