# EP 186: Mobile Bottlenecks, Skyrocketing AI CapEx, and the Compute Crunch

- Show: [The Circuit](https://hardwarepodcasts.com/podcast/the-circuit)
- Published: 2026-08-03
- Length: 1h 04m
- Episode: 179
- Page: https://hardwarepodcasts.com/podcast/the-circuit/2026-08-03-ep-186-mobile-bottlenecks-skyrocketing-ai-capex-and-the-compute-crunch
- Listen: https://share.transistor.fm/s/8a1b2cc5

## Summary

Hosts Ben Bajarin and Jay Goldberg analyze recent earnings from Apple, Qualcomm, ARM, and MediaTek, highlighting severe mobile supply chain bottlenecks and soft demand driven by elevated memory costs and foundry capacity constraints. They discuss skyrocketing hyperscaler CapEx from Amazon, Microsoft, and Meta, focusing on the transition from AI training to inference, the rise of behind-the-meter power solutions like Bloom Energy, and critical labor shortages in electrical trades. The episode concludes with an examination of market volatility linked to hedge fund unwinds and the increasing reliance on debt financing for data center expansion.

## Chapters

- [0:06](https://hardwarepodcasts.com/podcast/the-circuit/2026-08-03-ep-186-mobile-bottlenecks-skyrocketing-ai-capex-and-the-compute-crunch#t=6) Introduction: Mobile Market Weakness and Supply Constraints
- [4:57](https://hardwarepodcasts.com/podcast/the-circuit/2026-08-03-ep-186-mobile-bottlenecks-skyrocketing-ai-capex-and-the-compute-crunch#t=297) Apple, Qualcomm, and ARM Earnings Analysis
- [12:45](https://hardwarepodcasts.com/podcast/the-circuit/2026-08-03-ep-186-mobile-bottlenecks-skyrocketing-ai-capex-and-the-compute-crunch#t=765) Foundry Capacity, Intel, and Chinese Memory
- [18:06](https://hardwarepodcasts.com/podcast/the-circuit/2026-08-03-ep-186-mobile-bottlenecks-skyrocketing-ai-capex-and-the-compute-crunch#t=1086) Hyperscaler CapEx and AI Inference Strategy
- [29:50](https://hardwarepodcasts.com/podcast/the-circuit/2026-08-03-ep-186-mobile-bottlenecks-skyrocketing-ai-capex-and-the-compute-crunch#t=1790) NVIDIA's Margin Challenge and Custom Silicon
- [34:20](https://hardwarepodcasts.com/podcast/the-circuit/2026-08-03-ep-186-mobile-bottlenecks-skyrocketing-ai-capex-and-the-compute-crunch#t=2060) Behind-the-Meter Power and Bloom Energy
- [39:00](https://hardwarepodcasts.com/podcast/the-circuit/2026-08-03-ep-186-mobile-bottlenecks-skyrocketing-ai-capex-and-the-compute-crunch#t=2340) Electrical Labor Shortages and Grid Constraints
- [41:15](https://hardwarepodcasts.com/podcast/the-circuit/2026-08-03-ep-186-mobile-bottlenecks-skyrocketing-ai-capex-and-the-compute-crunch#t=2475) Data Center Debt Financing and Balance Sheet Risks
- [46:11](https://hardwarepodcasts.com/podcast/the-circuit/2026-08-03-ep-186-mobile-bottlenecks-skyrocketing-ai-capex-and-the-compute-crunch#t=2771) Hedge Fund Unwinds and Market Volatility
- [54:17](https://hardwarepodcasts.com/podcast/the-circuit/2026-08-03-ep-186-mobile-bottlenecks-skyrocketing-ai-capex-and-the-compute-crunch#t=3257) Enterprise vs. Consumer AI Monetization

## Topics

- [Sourcing & supply chain](https://hardwarepodcasts.com/topic/sourcing-and-supply-chain)
- [Energy & climate tech](https://hardwarepodcasts.com/topic/energy-and-climate-tech)
- [Pricing, margins & unit economics](https://hardwarepodcasts.com/topic/pricing-and-unit-economics)
- [Chips, FPGAs & semiconductors](https://hardwarepodcasts.com/topic/chips-and-fpgas)
- [Hiring & workforce](https://hardwarepodcasts.com/topic/hiring-and-workforce)
- [Growth, exits & acquisitions](https://hardwarepodcasts.com/topic/growth-exits-and-acquisitions)

## Most relevant to

large enterprises

## Mentioned

- Apple (company)
- Qualcomm (company)
- ARM (company)
- MediaTek (company)
- Intel (company)
- TSMC (company)
- Micron (company)
- Amazon (company)
- Microsoft (company)
- Meta (company)
- NVIDIA (company)
- Bloom Energy (company)
- Extron (company)
- OpenAI (company)
- SoftBank (company)
- Citadel (company)
- Anthropic (company)
- AMD (company)
- IBM (company)
- SAP (company)

## Related episodes from other shows

- [Who benefits from the AI power bottleneck?](https://hardwarepodcasts.com/podcast/catalyst/2025-12-04-who-benefits-from-the-ai-power-bottleneck) (Catalyst)
- [All Heat, No Useful Work](https://hardwarepodcasts.com/podcast/the-amp-hour/2026-05-25-all-heat-no-useful-work) (The Amp Hour)
- [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)
- [AI NEWS | Episode 32](https://hardwarepodcasts.com/podcast/built-2-scale/2025-12-15-ai-news-episode-32) (Built 2 Scale)
- [How Much is Enough for Hyperscale Companies?](https://hardwarepodcasts.com/podcast/ee-times-current/2019-07-26-how-much-is-enough-for-hyperscale-companies) (EE Times Current)

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