Add conditional rival updates and a persistent frontier. The macro loop retains branches and deferred actions; the micro loop connects predictions, host attestation, observations and revision contracts, repairing unrelated-observation admission, zero-action quota and silent rival resurrection.
Philosophy
Choose the next research focus from acquired feedback and unresolved obligations, retaining branches and failures for subsequent decisions.
Architecture & control flow
- 01
epistemic.py updates rivals and unresolved states from observations.
- 02
frontier.py persists branches, deferred actions and next-focus selection.
- 03
The micro loop handles prediction, attestation, observation and revision; the macro loop organizes lineage and unresolved obligations.
Architecture outline derived from this version’s control flow.
Implementation & evidence scope
This record separates engineering integration, development pilots and research conclusions; software checks and synthetic diagnostics retain their own task scopes.
Code & bundled material
The introduction draws on bundled notes, changelogs and central code. Software tests, synthetic diagnostics and scientific effectiveness use different evidence standards.
Source references
README.md· 3–9README.zh-CN.md· 7–9docs/v7/ACTIVE_INNOVATION_RESEARCH.zh-CN.md· 3–11harness/aletheia/epistemic.py· 31–97harness/aletheia/epistemic.py· 148–201harness/aletheia/engine.py· 847–862harness/tests_v7/test_epistemic.py· 30–172harness/aletheia/frontier.py· 59–85harness/aletheia/frontier.py· 158–322harness/aletheia/engine.py· 275–314harness/aletheia/engine.py· 553–585harness/tests_v7/test_engine_frontier.py· 62–82harness/tests_v7/test_engine_frontier.py· 124–155harness/aletheia/review.py· 47–138harness/aletheia/review.py· 162–275harness/aletheia/engine.py· 840–846harness/tests_v7/test_review.py· 129–163harness/aletheia/config.py· 16–78harness/discovery_v68/budget.py· 1–87harness/aletheia/engine.py· 684–708harness/aletheia/engine.py· 775–823harness/tests_v7/test_engine.py· 113–176
Research-record date ·