Ben Bajarin

Ben studies how technology transitions reshape competitive advantage and market structure, from semiconductors and AI infrastructure to adoption and business strategy.

Report · September 14, 2025

The Consumerization of Agentic AI

The Race to the Super-Agent: From Managing AI to Collaborating With It What is an agent? I open a lot of conversations with that question, especially with executives who are trying to bring agentic AI to real users. My working definition: AI agents are intelligent digital assistants that observe, re

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Report · July 9, 2025

What Everyone Gets Wrong About Apple’s AI Strategy

In the age of agentic AI, a common misconception persists that AI will be a “winner-takes-all” market, where a single dominant agent will rule across every use case and every user. This belief misunderstands the evolution and purpose of agentic AI. The future will involve multiple specialized agents

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Report · June 26, 2025

Micron Q3: 2025 Earnings – The Memory Inflection Point

Key Takeaways  Micron’s AI-Driven Growth Is Accelerating: HBM revenue grew over 50% quarter-over-quarter, reaching a $6B+ run rate, with expectations to approach $8B in the coming quarters. AI server demand is driving strength across HBM, LPDDR, and high-capacity DIMMs. Strong Financial Momentum Acr

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Report · June 11, 2025

Neoclouds vs. Hyperscalers: A Shift from Access to Platform

Neoclouds vs. Hyperscalers: The Infrastructure Gap is Closing The AI infrastructure market is entering a new phase. What began as an urgent scramble for GPUs has evolved into a more structured battle between hyperscalers and a new class of GPU-native cloud providers. These neoclouds—companies like C

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Report · June 11, 2025

Apple WWDC 2025: Strategic Evolution Amid AI Ambitions

In our view, WWDC 2025 presented a focused update on Apple’s long-term platform priorities. The event emphasized consistent investment in ecosystem design, developer tools, and privacy-first AI integration. Apple’s approach to AI, platform unification, and device productivity aligns with its broader

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Report · May 5, 2025

AI Factories: Reframing Infrastructure from Cost Center to Profit Center

All AI factories are data centers, but not all data centers are AI factories. For much of the last two decades, enterprise infrastructure strategy has been grounded in cost control. Data centers were built to support core IT functions—storage, compute, and networking—with an emphasis on efficiency,

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