VC10X - The AI Bottleneck Keeps Moving - Ashmeet Sidana, Founder & Managing Partner, Engineering Capital

What does it take to back a technical founder before there's a product, a customer, or a dollar of revenue? Ashmeet Sidana has been doing exactly that — and he's been oversubscribed on every fund he's ever raised.Ashmeet is the Founder and Managing Partner of Engineering Capital, a seed-stage venture fund he runs as a solo GP in the Bay Area. A Stanford-trained engineer and former product leader at VMware, he brings one of the sharpest technical lenses in early-stage venture.⭐ Sponsored by Podcast10x - Podcasting agency for VCs - https://podcast10x.comIn this episode we cover:→ Why software still holds 63,000x more opportunity than hardware→ Data as the new asbestos — and the AI slop contamination loop→ Data sovereignty and the rise of isolated global cloud regions→ Big tech's structural blind spots and the Gandhi model for startups→ Backing technical founders at day zero, before product or revenue→ Why running a fund alone is a structural advantage, not a risk→ The VMware lesson every AI infrastructure founder needs to hearLinks:Engineering Capital: engineeringcapital.comConnect with Ashmeet on X: ashmeetsidana Connect with Prashant: https://linkedin.com/in/choubeysahabSubscribe to VC10X newsletter - ⁠https://vc10x.beehiiv.com⁠Subscribe on YouTube - ⁠https://youtube.com/@VC10X ⁠Subscribe on Apple Podcasts - ⁠https://podcasts.apple.com/us/podcast/vc10x-investing-venture-capital-asset-management-private/id1632806986⁠Subscribe on Spotify - ⁠https://open.spotify.com/show/7F7KEhXNhTx1bKTBFgzv3k?si=WgQ4ozMiQJ-6nowj6wBgqQ⁠VC10X website - ⁠https://vc10x.comTimestamps:(00:00) - Preview(01:22) - Introduction to Guest Ashmeet Sidana & Episode Overview(03:00) - The Interconnect Layer Bottleneck in LLM Training(04:52) - Physical Limitations: From Silicon Availability to Megawatt Capacity(06:01) - Powering Data Centers: Consistent vs. Intermittent Energy Sources(08:21) - The Case for Software: Unlocking 63,000x Performance Gains(11:12) - Data Sovereignty and the Rise of Independent Cloud Regions(13:19) - How Engineering Architectures Must Evolve to Handle "AI Slop"(16:57) - Can AI Be Used to Detect AI-Generated Slop?(18:26) - What Happens When a New AI Architecture Replaces the Transformer?(20:19) - Startup Opportunities Arising from the Legacy CPU Stack(21:48) - How Startups Can Compete with Big Tech's Infinite CapEx(25:34) - Identifying Big Tech's Structural Blind Spots in the AI Cycle(28:22) - Early Signals of Commercial Instinct in Technical Founders(29:47) - How to Pressure Test a Founder's "Technical Insight" at Day Zero(31:45) - The Solo GP Advantage: Turning Key Man Risk into Structural Alignment(34:51) - Transitioning from an Operator to a Venture Capitalist(36:34) - Managing the Workload as a Solo GP(39:30) - Why AI Startups Struggle to Find a Specific Niche like VMware's Server Consolidation(41:17) - Rapid-Fire Round: Investment Thesis(42:40) - Rapid-Fire Round: How Founders Can Get in Touch(43:05) - Rapid-Fire Round: Where to Follow Ashmeet Sidana