Narrow Superintelligence: Why AI Strengths May Not Transfer

Narrow Superintelligence: Why AI Strengths May Not Transfer

For deeper playbooks and analysis: https://natesnewsletter.substack.com/


What does superhuman performance in mathematics tell us about the future of work? Nate examines OpenAI's mathematical research release and why strong performance in one domain does not automatically transfer to software engineering or business judgment.


  • Why checkable mathematical results differ from maintainable software.
  • How a document-search feature can pass tests and still create a privacy problem.
  • Why discovering the right question matters as much as generating an answer.
  • What focus, experience, and the desire to make an impact still contribute.


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Reverse Engineer Anything (REA): 5 Places to Point Your AI

Reverse Engineer Anything (REA): 5 Places to Point Your AI

Reverse Engineer Anything(REA) is more useful than a shortcut for copying apps. Nate explores how inspecting real software can reveal the requirements, relationships, and edge cases behind the interfa...

15 Loka 22min

5 Human Skills AI Makes More Valuable and How to Build Them

5 Human Skills AI Makes More Valuable and How to Build Them

For deeper playbooks and analysis: https://natesnewsletter.substack.com/What can you take on now that AI can help with more of the work? Nate revisits five human qualities that become more useful as A...

11 Loka 22min

Google's Spirit Airlines Bid: Work Data for AI Training

Google's Spirit Airlines Bid: Work Data for AI Training

For deeper playbooks and analysis: https://natesnewsletter.substack.com/What is your work actually worth—and who gets paid when its records are sold? Nate examines the proposed sale of Spirit Airlines...

8 Loka 24min

Gemini 4 Argon and the Benchmark That Matters: Customers

Gemini 4 Argon and the Benchmark That Matters: Customers

For deeper playbooks and analysis: https://natesnewsletter.substack.com/Can Google and Meta actually catch up in AI? Nate argues that customer obsession is becoming the new benchmark. He looks at who ...

7 Loka 15min

How AI agents are changing the way you buy software

How AI agents are changing the way you buy software

For deeper playbooks and analysis: https://natesnewsletter.substack.com/Better agents are changing what software is worth. Nate examines how agents change the value of data, applications, and the work...

4 Loka 36min

OpenAI DevDay 2026: Dots, ChatGPT Space, and GPT-6.1 Sol

OpenAI DevDay 2026: Dots, ChatGPT Space, and GPT-6.1 Sol

For deeper playbooks and analysis: https://natesnewsletter.substack.com/The agent wars are here. Nate examines OpenAI DevDay through the jobs agents actually get right: ongoing responsibilities with D...

3 Loka 38min

Microsoft's Autopilot Agent: 5 AI Habits to Build at Work

Microsoft's Autopilot Agent: 5 AI Habits to Build at Work

For deeper playbooks and analysis: https://natesnewsletter.substack.com/Microsoft is bringing agent-style work into the tools people already use. Nate examines what Autopilot changes and five practica...

2 Loka 26min

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