Comprehensive systems analysis of Sophia covering stocks & flows,
feedback loops, toroidal topology, engram agent model, synthesis
mechanics, retrieval via signal waves, leverage points, and failure
modes. Includes 6 open design decisions with options and questions
for the author to answer.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>