Blog

• Attractor States in Model-to-Model Conversation A rough exploration of Model-to-Model conversation attractor states, evaluation situational awareness, and instruction following of SOTA anthropic models
• Making Scientific Tools Accessible Through Agentic Interfaces How packaging a mass spectrometry tool as an MCP server lets non-technical researchers use it through agentic interfaces.
• A GPT Inside a Prime Number A fully functional GPT model whose source code is a 3600-digit prime.
• SwarmCore: Multi-Agent Orchestration for Python Compose AI agents into sequential and parallel flows with automatic context sharing.