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Feb 27, 2025

Why I Chose LangGraph and LangChain Over Other AI Agent Frameworks for Lab Work?

A breakdown of the frameworks I evaluated for our multi-agent AI work and why LangGraph and LangChain fit best for my research.

Feb 26, 2025

Building a Research Agent Taught Me Why AI Needs to Be a Co-Worker, Not Just a Tool

I built an AI-powered research agent to speed up lab work. In the process, I realized that AI works best as a co-worker, not just a tool for one-shot automation.

Feb 24, 2025

Simulating AI Agent Behavior: First Experiments with Personality and Adaptation

My first experiments in AI agent behavior modeling—building multi-agent simulations, testing role-playing abilities in LLMs, and exploring how AI personalities evolve over time.

Feb 17, 2025

Why I’m Creating a Lab to Explore AI Behavior and Personality—And Where It’s Headed

AI has been on my mind for 30 years. From early research to consulting to AI art, I’m finally building the Savalera Agentic Lab to explore AI behavior, personality, and collaboration.

The AI Notebook by Mark Takacs on Substack

Follow my AI work, agent simulations, and NFT art projects on Substack.

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