Inherit v6.8 engineering mechanisms and add primary-text evidence, rival explanations, typed actions, explicit stopping, Fusion contracts and local receipts in a standalone Aletheia module. Synthetic demos and fixed-weight meta evaluation check execution paths.
Philosophy
Connect source evidence and model proposals while keeping observed execution results distinct from predictions.
Architecture & control flow
- 01
Source spans, rivals and candidate actions enter one bounded exploration process.
- 02
Typed contracts connect model proposals and host actions, preserving sources, budgets and receipts.
- 03
Synthetic tasks and fixed-weight meta-evaluation inspect the path, with research observations separate from engineering checks.
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· 1–7README.zh-CN.md· 3–7pyproject.toml· 1–6README.md· 5–5README.md· 67–67docs/v7/RESEARCH_ENVELOPE.md· 3–12README.zh-CN.md· 5–5docs/v7/ARCHITECTURE_REPORT.zh-CN.md· 11–22docs/v7/META_EVAL.md· 3–15harness/aletheia/meta.py· 195–320harness/tests_v7/test_meta.py· 53–143
Research-record date ·