6e992cc0c5
- Rename 'three-pronged' folder to 'knowledge-layers' — prong metaphor
was misleading (implied parallel tines), replaced with epistemic layers
(deductive base, empirical middle, probabilistic oracle — vertical stack)
- Collapse 11 overlapping files into 3 coherent documents:
- knowledge-layers/_index.org: core framework (two engines + one store,
World Model formula, 0-14 layer table, provenance store design,
conflict resolution, cold-start, stage mapping)
- knowledge-layers/practical-implications.org: design-world-aware-of-
physics, 10 powers, Schafmeister existence proof, epistemic transparency
- knowledge-layers/neurological-empirical.org: neural networks in
provenance framework (kept intact)
- Relocate wolfram/mathematica and Schafmeister docs to ideas/viability/
- Integrate into main architecture _index.org:
- Gate: expanded from two vectors (ACL2+LLM) to three (deductive,
provenance/empirical, LLM oracle)
- Autodidactic loop: split into Track 1 (deductive hardening, fast)
and Track 2 (empirical validation, slow, experimental-feedback-driven)
- See also: added Knowledge Layers cross-reference
- Add all-lisp geometry engine note (ideas/lisp-geometry-engine.org) as
concrete illustration of the empirical layer's effect on design work
- Rebuild site: 148 files, 0 errors
1.4 KiB
Aider
Language: Python. ~6.8M pip installs. ~40K lines. MIT license. The oldest and most mature open-source coding agent.
Architecture: Chat-based Coder class with 5 edit formats (diff, udiff, patch, whole, architect). Uses litellm for universal provider access (50+ providers). RepoMap provides codebase awareness via cosine-similarity embedding.
Safety model: Purely prompt-based plus user-confirmation dialogs. No deterministic gate stack. No sandboxing. No model output validator. The allowed_to_edit() gate is a single user confirmation call. –yes flag auto-approves. Aider can edit its own source code with no special protection — self-modification is undetectable.
Data model: Ad-hoc. Chat messages in memory. Git commits for persistence. RepoMap is a cosine-similarity index. No persistent memory across sessions. No knowledge graph.
Self-modification: Full. No guard against editing its own files.
Verification: None.
Key gap vs Passepartout: No safety gates, no persistent memory model, no knowledge representation, no verification, no self-modification protection, no architecture for neurosymbolic reasoning. It is a thin shell around litellm + edit format parsers.
See the full competitive analysis for the landscape view and comparison.