Mark Tinderholt 12/7/2025

Agents, Context, and the Real Work of AI Development

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The article discusses key takeaways from an AI conference talk covering reinforcement learning, agent architectures, and context window management. The author, drawing from experience at Microsoft and a healthcare tech startup, analyzes the industry's evolving terminology and argues against the excessive focus on training custom models. Instead, they advocate for treating AI as a platform to build applications, similar to the web and mobile revolutions.

Agents, Context, and the Real Work of AI Development

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