Jay Cuthrell WTF

What The Fudge for June 07, 2026: The IPO Parade and Device-Level Agents

Discussing the massive AI IPO wave, the shift to localized Agentic AI on devices like Gemma 4, and security shifting left.

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🎙️ The “I Took a Few Days Off” Edition

Welcome to What the Fudge for June 7th, 2026. It’s the “I took a few days off” edition. This time around, we have several big themes to cover: gigantic IPOs, adoption of Agentic AI, edge-ready Sovereign AI, and the push left for security concerns.

We are seeing a huge capitalization event coming to the public markets, paired with a major shift from massive, capital-intensive AI projects toward AI moving discretely to devices closer to where the data is actually created with a combination of ethical and security concerns. Oh my.

📈 The IPO Parade & Market Capitalization

The public markets are bracing for a massive influx of new tech initial public offerings.

  • The Big Three: SpaceX is going to IPO. Anthropic is going to IPO. OpenAI is going to IPO.
  • Trillions in Value: When these companies go public, we are looking at trillions in new market value being created out of this series of IPOs.
  • The Index Lag: There are interesting mechanical challenges regarding where this money goes. If you have a 401(k) with a mix of fund types or indexes, you’ll likely see the Nasdaq pick these up quickly, but not the S&P 500, due to their traditional 12-month waiting period for inclusion.
  • The New Junk Bonds: This is creating a “fear of missing out” (FOMO) wave among interested parties, highly reminiscent of the junk bond craze from the past.

🤖 The Shift to Agentic AI & Design

We are witnessing a shift in what happens when AI becomes less about the AI itself and more of a design concept integrated into your overall user experience.

  • Provocative Device Layers: Companies like Google are pushing out provocative things at the device level layer.
  • Gemma 4-12B: Google recently pushed out Gemma 4-12B, a model specifically designed to run on hardware with a limited amount of RAM.
  • Small but Mighty: We are going to see smaller, more discrete, but highly powerful language models that don’t require trillions of parameters. Sometimes billions of parameters are more than enough.

📱 Edge Compute & Sovereign AI

The heavy hitters—Google, Microsoft, and Nvidia—are all trying to push models and device chips into forms that we can simply carry around.

  • True Sovereign AI: This is vital because it represents true Sovereign AI. You don’t necessarily have to move to a network or the cloud to take advantage of these models.
  • The Cloud vs. Local Mix: Moving forward, it will be fascinating to watch the mix-and-match approach. We’ll see who runs localized models (like Ollama or other desktop approaches) versus those relying exclusively on cloud models.

🛡️ Ethics, Security, and Shifting Left

Finally, we need to talk about the fact that just because you can doesn’t mean you should.

  • Increased Scrutiny: There is an increased amount of ethics / moral philosophizing around whether we should or shouldn’t do certain things with these technologies.
  • Shifting Left: In the post-mythos world, there is a distinct movement to shift adversarial-AI security further to the left in the CI/CD pipeline.
  • Conway’s Law: When you think about “organizations shipping their org charts” that together with Agentic AI governance is going to be the next major hurdle. (More on this in a separate non-podcast blog post soon!)

That’s a wrap for What the Fudge for June 7th, 2026. Be safe, be well. Take care.

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