Replacing Gemma-3 Global Attention with Concepts (Toward Longer Context)
·2408 words·12 mins
Posts
Field notes on agentic systems, concept-reasoning architectures, and leading AI teams.
What I learned leading an AI engineering team
·2449 words·12 mins
MCP Is Not Your REST API. Expose Capabilities, Not Endpoints.
·1681 words·8 mins
🧠 2025 LLM Limitations: Research Review on the Real Boundaries of AI Reasoning
··1985 words·10 mins
The Core Qualities of a Great AI/ML Scientist- Beyond the Tools
·574 words·3 mins