# EP 147: Talking All Things AI with Benedict Evans

- Show: [The Circuit](https://hardwarepodcasts.com/podcast/the-circuit)
- Published: 2025-12-29
- Length: 52m
- Episode: 149
- Page: https://hardwarepodcasts.com/podcast/the-circuit/2025-12-29-ep-147-talking-all-things-ai-with-benedict-evans
- Listen: https://share.transistor.fm/s/c0570a85

## Summary

Benedict Evans, a technology analyst and author, discusses the current state of AI with hosts Ben Bajarin and Jay Goldberg, comparing the industry's early uncertainty to the internet in 1997. Evans argues that while general-purpose models are becoming commodities, value will accrue to companies that productize these models into specific workflows rather than relying on blank prompts. He draws a parallel between Nvidia and Sun Microsystems, suggesting that Nvidia's current dominance may face long-term pressure from Moore's Law and commoditization, similar to how Sun was eventually squeezed by general-purpose PCs.

## Chapters

- [0:06](https://hardwarepodcasts.com/podcast/the-circuit/2025-12-29-ep-147-talking-all-things-ai-with-benedict-evans#t=6) Introduction: Benedict Evans and Career Overview
- [2:24](https://hardwarepodcasts.com/podcast/the-circuit/2025-12-29-ep-147-talking-all-things-ai-with-benedict-evans#t=144) AI Development Stage: Internet 1997 and Bubble Dynamics
- [9:37](https://hardwarepodcasts.com/podcast/the-circuit/2025-12-29-ep-147-talking-all-things-ai-with-benedict-evans#t=577) Productization: ChatGPT vs. Wrapped Applications
- [21:57](https://hardwarepodcasts.com/podcast/the-circuit/2025-12-29-ep-147-talking-all-things-ai-with-benedict-evans#t=1317) Enterprise Adoption: Pilots, SaaS, and Value Capture
- [36:13](https://hardwarepodcasts.com/podcast/the-circuit/2025-12-29-ep-147-talking-all-things-ai-with-benedict-evans#t=2173) Nvidia vs. Sun Microsystems: Commoditization Risks
- [47:56](https://hardwarepodcasts.com/podcast/the-circuit/2025-12-29-ep-147-talking-all-things-ai-with-benedict-evans#t=2876) Moore's Law, Good Enough Compute, and Future Forecasts

## Topics

- [AI & machine learning](https://hardwarepodcasts.com/topic/ai-and-machine-learning)
- [Validation & product-market fit](https://hardwarepodcasts.com/topic/validation-and-product-market-fit)
- [Pricing, margins & unit economics](https://hardwarepodcasts.com/topic/pricing-and-unit-economics)
- [Retail, wholesale & distribution](https://hardwarepodcasts.com/topic/retail-and-distribution)

## Most relevant to

large enterprises

## Mentioned

- Nvidia (company)
- Sun Microsystems (company)
- OpenAI (company)
- ChatGPT (product)
- Google (company)
- Meta (company)
- Salesforce (company)
- Oracle (company)
- Instacart (product)

## Related episodes from other shows

- [Is NVIDIA like Sun from the Dot Com Bubble?](https://hardwarepodcasts.com/podcast/oxide-and-friends/2024-06-27-is-nvidia-like-sun-from-the-dot-com-bubble) (Oxide and Friends)
- [‘I Feel Like Little God!’ | The Pop of the TOPS | The Most Hated Company in The Biz](https://hardwarepodcasts.com/podcast/ee-times-current/2020-08-28-i-feel-like-little-god-the-pop-of-the-tops-the-most-hated-company-in-the-biz) (EE Times Current)
- [Google TPU vs Nvidia GPUs: Token Per Watt Dominance, or the Era of Scaling Is Over?](https://hardwarepodcasts.com/podcast/built-2-scale/2025-11-26-google-tpu-vs-nvidia-gpus-token-per-watt-dominance-or-the-era-of-scaling-is-over) (Built 2 Scale)
- [ICYMI... HIBT Lab! OpenAI: Sam Altman](https://hardwarepodcasts.com/podcast/how-i-built-this/2023-02-16-icymi-hibt-lab-openai-sam-altman) (How I Built This)
- [Can the Nvidia Monopoly on AI Chips Be Broken?](https://hardwarepodcasts.com/podcast/ee-times-current/2026-03-16-can-the-nvidia-monopoly-on-ai-chips-be-broken) (EE Times Current)

## Citing this page

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