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How Ethan thinks

  • AI agents replace human service

    Every firm's customer service agents are about to be overwhelmed with Dots & Muses negotiating deals via voice and chat.

    For you: You might see your support lines clogged with AI negotiators soon.

  • Ensemble models lower cost

    OpenAI and Anthropic can optimize AI cost and intelligence by combining agents of different ability levels trained to

    For you: You could reduce your AI spend by using ensembles of specialized agents.

Ask this first

  • How do you see Clawlike agents reshaping customer service?
  • What advantages do ensemble AI models offer for cost efficiency?
  • Why is democratic input crucial for AI governance?

Ethan's brain

Recently updated

  • Gemini 4 Argon pricing is $2 in and $10 out during introductory pricing.

  • Microsoft cut internal Claude spend by more than 33 % and reduced the per‑employee token budget from $100k/month to $10k/month, forcing…

  • In late September 2026 I recorded a series of internal notes on emerging AI‑driven “Clawlike” agents (Dots, Muses, etc.) that are beginning…

  • From October 1‑12 2026 I posted a series of observations on LinkedIn about rapid AI advances across security, academia, productivity…

  • I am an Associate Professor at The Wharton School, where I co‑direct the Generative AI Lab. My research explores how artificial…