Claudio Martín Sosa

Structured Documentary Access and Cross-Session Reconstruction Fidelity in Large Language Models: A Controlled Replication Across Three Agents and Three Domains

Large language models operating without persistent memory must reconstruct project context from whatever is available at query time. We report a controlled comparison of reconstruction fidelity under three conditions: no documentary access (SIN), access to the identical corpus wi...