# Agents Over Bubbles

> In Agents Over Bubbles, Stratechery's Ben Thompson takes on the growing chorus calling AI a bubble, and argues the opposite: that the enormous spending on compute is justified because agentic AI represents a real paradigm shift, not a speculative mania. His frame identifies three such shifts, ChatGPT in 2022, reasoning models like o1 in 2024, and agent harnesses wrapped around models like Opus in 2025, each demanding exponentially more compute than the last. The core of the case is why agents change the economics. An agent makes many model calls to complete a task, so heavier usage is a feature of the workload rather than waste, and a single person can now direct multiple agents at once, lowering the barrier to putting AI to work. That, Thompson argues, is demand with real substance behind it. He also makes a pointed competitive claim: that an agent's edge comes from tight integration between model and harness, which favors labs like Anthropic and OpenAI that control both. Whether or not you buy the whole thesis, it is one of the sharper counters to the bubble narrative going around.

_Section: [Interesting AI Articles](https://www.wortins.com/articles) · Source: Stratechery · Published Sunday, July 19, 2026_

## Wortins' read

In Agents Over Bubbles, Stratechery's Ben Thompson takes on the growing chorus calling AI a bubble, and argues the opposite: that the enormous spending on compute is justified because agentic AI represents a real paradigm shift, not a speculative mania. His frame identifies three such shifts, ChatGPT in 2022, reasoning models like o1 in 2024, and agent harnesses wrapped around models like Opus in 2025, each demanding exponentially more compute than the last. The core of the case is why agents change the economics. An agent makes many model calls to complete a task, so heavier usage is a feature of the workload rather than waste, and a single person can now direct multiple agents at once, lowering the barrier to putting AI to work. That, Thompson argues, is demand with real substance behind it. He also makes a pointed competitive claim: that an agent's edge comes from tight integration between model and harness, which favors labs like Anthropic and OpenAI that control both. Whether or not you buy the whole thesis, it is one of the sharper counters to the bubble narrative going around.

## Source

[Read the full story at Stratechery](https://stratechery.com/2026/agents-over-bubbles/)

## Related coverage

- [Google Earth’s AI experiment lasted 24 hours. The damage to trust will linger](https://www.wortins.com/story/google-earth-s-ai-experiment-lasted-24-hours-the-damage-to-t-4b725457) — [Rest of World](https://restofworld.org/2026/google-earth-ai-deepfake-iran-war/?utm_source=rss&utm_medium=rss&utm_campaign=feeds)
- [Paris-based Arlequin AI, which is developing proprietary models based on topological neural networks, raised a €28M Series A co-led by redalpine and OTB (Tamara Djurickovic/Tech.eu)](https://www.wortins.com/story/paris-based-arlequin-ai-which-is-developing-proprietary-mode-48952d84) — [Techmeme](https://www.techmeme.com/260910/p15#a260910p15)
- [STAT+: ARPA-H to invest $62 million to develop FDA-authorized AI to help treat heart failure](https://www.wortins.com/story/stat-arpa-h-to-invest-62-million-to-develop-fda-authorized-a-a65f7913) — [STAT](https://www.statnews.com/2026/09/09/arpa-h-advocate-program-autonomous-ai-bots-for-heart-failure/?utm_campaign=rss)
- [Farmers Embrace AI More Than Any Other Tech, McKinsey Says](https://www.wortins.com/story/farmers-embrace-ai-more-than-any-other-tech-mckinsey-says-78dfb3ec) — [Insurance Journal](https://www.insurancejournal.com/news/national/2026/09/09/884469.htm)
- [Top AI spenders cut per-employee costs by nearly 10 percent in August](https://www.wortins.com/story/top-ai-spenders-cut-per-employee-costs-by-nearly-10-percent--b31ffb0b) — [The Decoder](https://the-decoder.com/top-ai-spenders-cut-per-employee-costs-by-nearly-10-percent-in-august/)
- [A look at why the oft-discussed predictions that AI will deliver double-digit GDP growth in advanced economies are extremely unlikely over the next 10-15 years (Ghosts of Electricity)](https://www.wortins.com/story/a-look-at-why-the-oft-discussed-predictions-that-ai-will-del-6241fa38) — [Techmeme](https://www.techmeme.com/260910/p10#a260910p10)

---

_Curated and written by [Wortins](https://www.wortins.com) — The daily AI briefing. Every story links to its original source; the "Wortins read" on each is our own original analysis. [About Wortins & our editorial approach](https://www.wortins.com/about)._