Sycophantic Capitulation
Behavioral Evaluation Framework
Testing and fixing Claude's tendency to abandon correct answers when users push back. A systematic approach to epistemic integrity.
Proof of Work
Built, not pitched
Interactive demos and behavioral evaluations that show the work instead of describing it.
AllAI ResearchCreativeTechnical
Context Persistence
Session Memory Evaluation
Measuring and improving Claude's ability to maintain established constraints, personas, and project context across extended conversations.