Generalist vs Specialized AI Guide, Human+AI Intelligence Environment, Trump's Aggressive AI Blueprint
I read dozens of AI newsletters weekly, so you don’t have to. Here are the top 3 insights worth your attention:
#1 A Guide for Generalist vs. Specialized AI
This question keeps coming up from leaders in our community, and perhaps you're facing it too: Should I keep building around generalist AI like ChatGPT, or bring in a specialized tool for my domain or team?
This HBR piece offers rare clarity. Written by two healthcare AI veterans, including the founder of Basys.ai (AI for healthcare) and a former CIO of Mass General Brigham, the article lays out when generalist models shine and when they become liabilities (hint: high-stakes decisions, domain-specific logic, regulatory risk).
They also offer a good framework for evaluating AI vendors and answering the “how do I choose?” question.
#2 Smarter AI ≠ Smarter Organizations
Most companies deploy AI like it’s a better spreadsheet. But real value comes when leaders design environments where AI and humans think together, not just work faster.
Drawing from Stephen Wolfram’s radical ideas on computation, this piece on MIT Sloan reframes AI strategy as a design challenge, not a tech upgrade.
If you lead people, build systems, or wrestle with "why isn't AI helping more?" this one’s for you.
#3 Trump’s AI Plan: Deregulate, Dominate, Decouple
The White House just released an AI Action Plan aimed at loosening regulations, fast-tracking infrastructure projects, and cementing U.S. dominance in AI.
It proposes withholding federal funds from states with “burdensome” rules and restricting contracts to developers whose models are deemed “free from top-down ideological bias.”
Plenty will welcome the blueprint. But big concerns remain, including one raised by Hernan Chiosso and Anastasia Fischer from our community: the plan shifts ethical oversight onto individuals and even penalizes states that introduce stronger guardrails.
If you build, sell, or advise in AI, especially within the U.S., this would mark a shift in the playing field. Read a full Bloomberg breakdown here.