AI is becoming a scale and control business. On Episode 297 of The Six Five Pod, Patrick Moorhead and Daniel Newman examine the companies building the infrastructure, forming the alliances, and making the moves that will define who wins and who gets squeezed out. Control is shifting across compute, models, infrastructure, and enterprise distribution as NVIDIA, Microsoft, OpenAI, Meta, and others push to control the next phase of the AI market.

The handpicked topics for this week are:

1. NVIDIA's Full-Stack Push Gets Bigger: Following the GTC conference in San Jose, Pat and Dan break down how NVIDIA continues expanding beyond GPUs with Vera CPU, Dynamo, and a broader agentic AI stack designed to unify training, inference, orchestration, and enterprise-grade security.

2. Microsoft, OpenAI, and Amazon Enter a New Phase of Tension: With Microsoft reportedly weighing legal action over OpenAI's growing AWS relationship, the discussion turns to exclusivity, multi-cloud strategy, and what happens when one of AI's most important alliances starts to crack.

3. China, Compute, and the Geopolitics of AI Access: The hosts examine NVIDIA's reported H200 restart for China and what it says about export controls, policy pressure, and the global fight over advanced AI compute.

4. Meta's $27B Infrastructure Agreement Signals the Real Race: Meta's latest infrastructure deal reinforces a central point of this episode, demand for AI capacity is still outrunning supply, and hyperscalers are moving aggressively to lock in long-term compute.

5. OpenAI's Enterprise Push Raises Bigger Business Model Questions: As OpenAI leans harder into enterprise and eyes an eventual IPO, Pat and Dan unpack what this pivot says about monetization pressure, competitive positioning, and the need to prove a durable AI business model.

6. The GPU Smuggling Story Shows How Valuable AI Hardware Has Become: A major smuggling case involving NVIDIA hardware spotlights the black market for AI chips and the growing intersection of compute, national security, and enforcement.

7. The Flip: Did NVIDIA Just Change the Inference Market Again? This week's debate centers on whether NVIDIA's $20bn Groq Technology deal kills the standalone inference chip market, or whether it actually validates the market by proving just how strategically important specialized inference has become.

8. The Fed, Micron, and Accenture Reflect a More Complicated Market: In Bulls and Bears, the hosts cover the Fed's latest decision, Micron's AI-driven momentum, and why Accenture's results still ran into skepticism despite strong execution.

9. Meta's Workforce Cuts and AI Spend Reflect the New Corporate Tradeoff: The episode closes on the growing tension between rising AI investment and labor efficiency, as companies look for ways to fund massive infrastructure and token budgets while restructuring headcount.

For a deeper dive into each topic, please click on the provided links. Subscribe to our YouTube Channel so you never miss an episode.

The Decode

NVIDIA GTC 2026: Vera Rubin Platform, Groq LPU Integration & $1T Demand Vision

https://www.cnbc.com/2026/03/16/nvidia-gtc-2026-ceo-jensen-huang-keynote-blackwell-vera-rubin.html

https://investor.nvidia.com/news/press-release-details/2026/NVIDIA-Vera-Rubin-Opens-Agentic-AI-Frontier/default.aspx

https://x.com/PatrickMoorhead/status/2033662536227393952

https://x.com/danielnewmanUV/status/2033649511592284352

The Groq 3 LPU: NVIDIA's $20B Bet on Inference Economics

https://www.cnbc.com/2026/03/13/a-closer-look-at-nvidias-20-billion-bet-on-tech-for-a-new-ai-chip.html

https://www.tomshardware.com/tech-industry/semiconductors/nvidias-20-billion-groq-deal-produces-its-first-chip

https://www.servethehome.com/decoding-the-future-of-inference-at-nvidia-groq-lpus-join-vera-rubin-platform-for-low-latency-inference/

https://developer.nvidia.com/blog/inside-nvidia-groq-3-lpx-the-low-latency-inference-accelerator-for-the-nvidia-vera-rubin-platform/

https://www.jonpeddie.com/news/nvidias-groq-tie-in/

Microsoft Threatens to Sue OpenAI Over $50B Amazon AWS Frontier Deal https://www.reuters.com/technology/microsoft-weighs-legal-action-over-50-billion-amazon-openai-cloud-deal-ft-2026-03-18/ NVIDIA Restarting H200 Chip Production for China https://www.axios.com/2026/03/17/nvidia-huang-china-h200 https://x.com/danielnewmanUV/status/1999974968143257945 Meta & Nebius Sign $27B AI Infrastructure Agreement — Largest AI Compute Deal

https://nebius.com/newsroom/nebius-signs-new-ai-infrastructure-agreement-with-meta https://x.com/danielnewmanUV/status/2033531056784347240 https://x.com/PatrickMoorhead/status/2033543939526193491 OpenAI Enterprise Pivot + Q4 2026 IPO Target https://www.reuters.com/business/openai-lays-groundwork-juggernaut-ipo-up-1-trillion-valuation-2025-10-29/ https://www.forbes.com/sites/josipamajic/2026/03/19/openais-pivot-to-enterprise-is-likely-a-race-against-anthropic-and-the-ipo-clock/

Supermicro's Legal Troubles https://fortune.com/2026/03/19/supermicro-arrested-founder-smuggling-gpu-china/ https://www.bbc.com/news/articles/cy41ly2d9wko The Flip: Did NVIDIA Just Kill the Inference Chip Startup Market with the Groq Acquisition?

FOR: NVIDIA Killed It — The Inference Startup Market Is Over

https://www.cnbc.com/2026/03/13/a-closer-look-at-nvidias-20-billion-bet-on-tech-for-a-new-ai-chip.html https://www.jonpeddie.com/news/nvidias-groq-tie-in/ AGAINST: Startups Survive — Hyperscalers Won't Deepen NVIDIA Dependency https://www.reuters.com/business/retail-consumer/cerebras-systems-amazon-strike-deal-offer-cerebras-ai-chips-amazons-cloud-2026-03-13/ https://www.tomshardware.com/pc-components/gpus/nvidia-removes-rubin-cpx-accelerators-from-its-roadmap-groq-3-lpus-take-center-stage-as-cpx-is-removed Bulls & Bears Market Reactions to Economic News https://uk.finance.yahoo.com/news/stock-market-today-dow-sinks-750-points-sp-500-nasdaq-slide-after-fed-decision-as-powell-touts-inflation-worries-200050703.html https://www.kiplinger.com/investing/live/march-fed-meeting-2026-live-updates-and-commentary https://www.investopedia.com/stock-market-today-dow-jones-s-and-p-500-03182026-11928689 $MU Micron Technology — Revenue Almost Triples, Tops Estimates https://www.cnbc.com/2026/03/18/micron-mu-q2-earnings-report-2026.html https://x.com/PatrickMoorhead/status/2034390648519024820 https://x.com/danielnewmanUV/status/2034378642613235921 $ACN Accenture — Q2 FY2026 Earnings Beat, Stock Drops ~5% on Guidance https://www.investing.com/news/earnings/accenture-falls-despite-q2-beat-as-earnings-guidance-disappoints-4570221 https://www.zacks.com/stock/news/2886706/accenture-earnings-beat-estimates-in-q2-revenues-increase-yy https://www.investing.com/news/transcripts/earnings-call-transcript-accenture-q2-2026-beats-forecasts-but-stock-dips-93CH-4570789 https://x.com/PatrickMoorhead/status/2033348794348142595