# EP 156: Evolving Dynamics of AI Infrastructure, Open Source Agents, Meta's ASIC Roadmap

- Show: [The Circuit](https://hardwarepodcasts.com/podcast/the-circuit)
- Published: 2026-03-16
- Length: 42m
- Episode: 159
- Page: https://hardwarepodcasts.com/podcast/the-circuit/2026-03-16-ep-156-evolving-dynamics-of-ai-infrastructure-open-source-agents-metas-asic-road
- Listen: https://share.transistor.fm/s/81ab0d94

## Summary

Hosts Ben Bajarin and Jay Goldberg analyze NVIDIA's strategic push into open-source AI models and its 'five-layer cake' infrastructure stack, questioning the $26 billion investment figure as a spin on existing compute agreements. They discuss the rise of agentic orchestration, where AI agents route tasks across multiple models to optimize cost and performance, and examine Meta's ambitious six-month silicon cadence for its custom ASICs. The conversation concludes by identifying the 'masters' of the AI supply chain, such as TSMC and NVIDIA, and how capacity constraints are forcing competitors like Intel and Samsung to find niche roles.

## Chapters

- [0:05](https://hardwarepodcasts.com/podcast/the-circuit/2026-03-16-ep-156-evolving-dynamics-of-ai-infrastructure-open-source-agents-metas-asic-road#t=5) NVIDIA's Five-Layer Cake and Open Source Strategy
- [18:24](https://hardwarepodcasts.com/podcast/the-circuit/2026-03-16-ep-156-evolving-dynamics-of-ai-infrastructure-open-source-agents-metas-asic-road#t=1104) The Reality of NVIDIA's $26 Billion Open Source Investment
- [10:31](https://hardwarepodcasts.com/podcast/the-circuit/2026-03-16-ep-156-evolving-dynamics-of-ai-infrastructure-open-source-agents-metas-asic-road#t=631) Agentic Orchestration and Model Routing
- [30:22](https://hardwarepodcasts.com/podcast/the-circuit/2026-03-16-ep-156-evolving-dynamics-of-ai-infrastructure-open-source-agents-metas-asic-road#t=1822) Meta's Six-Month Silicon Cadence and ASIC Roadmap
- [37:25](https://hardwarepodcasts.com/podcast/the-circuit/2026-03-16-ep-156-evolving-dynamics-of-ai-infrastructure-open-source-agents-metas-asic-road#t=2245) Masters of the AI Supply Chain and Capacity Constraints

## Topics

- [Chips, FPGAs & semiconductors](https://hardwarepodcasts.com/topic/chips-and-fpgas)
- [AI & machine learning](https://hardwarepodcasts.com/topic/ai-and-machine-learning)
- [Sourcing & supply chain](https://hardwarepodcasts.com/topic/sourcing-and-supply-chain)
- [Connected products & IoT](https://hardwarepodcasts.com/topic/connected-products-and-iot)

## Most relevant to

large enterprises

## Mentioned

- NVIDIA (company)
- Meta (company)
- TSMC (company)
- Intel (company)
- Broadcom (company)
- CoreWeave (company)
- Anthropic (company)
- OpenAI (company)
- Google (company)
- Apple (company)
- AMD (company)
- Samsung (company)
- Linux (other)
- Claude (product)
- Gemini (product)
- NeMo (product)
- Helios (product)
- Tranium (product)
- TPU (product)

## Related episodes from other shows

- [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)
- [Inside the emerging frontier of models, machines and manufacturing hell.](https://hardwarepodcasts.com/podcast/built-2-scale/2025-12-11-inside-the-emerging-frontier-of-models-machines-and-manufacturing-hell) (Built 2 Scale)
- [NVIDIA's Trojan horse, Yann LeCun Timebomb, 8 Sleep Mega Raise and the Physical AI Boom](https://hardwarepodcasts.com/podcast/built-2-scale/2025-08-22-nvidias-trojan-horse-yann-lecun-timebomb-8-sleep-mega-raise-and-the-physical-ai) (Built 2 Scale)
- [Is ARR a Myth?](https://hardwarepodcasts.com/podcast/built-2-scale/2025-06-19-is-arr-a-myth) (Built 2 Scale)
- [China’s $28B Big Fund | The Cockiest Startup | Sony’s Ambitions](https://hardwarepodcasts.com/podcast/ee-times-current/2019-11-22-chinas-28b-big-fund-the-cockiest-startup-sonys-ambitions) (EE Times Current)

## Citing this page

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