AI Is Now Hiring Other AI: Is It Worth It?

AI Is Now Hiring Other AI: Is It Worth It?

Author: Harrison Painter June 23, 2026 Duration: 12:09

A new AI model out of Japan, Sakana Fugu, does something we have not really seen before. Instead of answering you itself, it hires a team of the best AI models, gives each one a piece of the job, and merges their work into one answer. Harrison calls it a manager, or a conductor: you ask one question, and behind the scenes it quietly builds a team for you.


In this episode, Harrison explains what model orchestration actually is in plain language, why he thinks this is where AI is heading, and then puts it to the test. He sends the same 8 questions to Fugu, to Claude Opus 4.8, and to GPT-5.5, and grades every answer. The result is honest, and the cost is the part that should give every builder pause.


What you'll learn:

- What "orchestration" means, explained simply

- Why the future may be teams of models, not one genius model

- What happened when a team of models went head to head with single models

- The real speed and cost tradeoff, with actual numbers

- The hidden tokens you pay for but never see

- When an orchestrator is worth it, and when one good model is plenty

- A heads-up on AI pricing and subsidies most people are not thinking about


CHAPTERS

0:00 A glimpse into the future

0:19 What is Sakana Fugu?

1:55 Not a smarter model, a manager

3:30 The test: 8 questions, three models

4:50 Speed: about 10x slower

5:30 Cost: about 49x more expensive

6:07 The hidden tokens you pay for

7:20 Inside the console

8:30 The questions, and why they're tricky

9:06 Is a team of models worth it?

9:27 When a team earns its place

10:09 The verdict

10:57 The subsidy nobody is talking about

11:18 Where this goes next

12:04 Wrap up


Mentioned: Sakana Fugu — https://sakana.ai/fugu/


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Harrison Painter hosts the AI for Everyone Podcast from a rather unique vantage point. After building and selling a company, he found himself in the Hollywood Hills, an experience that sharpened his perspective on what real influence means in a world saturated with mere attention. He translates those hard-won lessons into practical guidance for any professional feeling behind on the AI wave. This isn't a theoretical discussion about machine learning models. Instead, each episode focuses on actionable strategies for integrating artificial intelligence into your daily workflow to reclaim hours, operate with greater assurance, and ultimately improve your financial outcomes. The premise is right there in the title: this is about making powerful tools accessible and immediately useful. You'll hear concrete examples, straightforward advice, and perhaps a few stories from the other side of a successful exit, all aimed at demystifying the technology that's reshaping every industry. Tune in when you're ready to move from knowing AI matters to making it work decisively for your career and business. The AI for Everyone Podcast is built on the idea that these tools should serve you, not intimidate you.
Author: Language: English Episodes: 50

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