Apple is paying Google about USD 1 billion a year to run Siri on a 1.2 trillion-parameter Gemini model. What the buy-versus-build call means for everyone smaller.
OpenAI launched a consulting arm, DeployCo, reportedly at a 10B valuation. When your platform becomes your competitor, what does an owner do? A Servola view.
Alphabet is reportedly raising $80 billion for AI compute, on top of $180B-plus capex. Why owners and family offices should stop competing on infrastructure.
Cornell Tech researchers report as few as 13 words on the open web can skew what AI tools say about a topic. Your AI reputation is now an attack surface.
Anthropic and OpenAI both filed confidentially for IPOs within a week in June 2026. The real driver is not ambition. It is compute the private market can no longer fund.
PitchBook data shows AI drew as much as roughly 81 percent of US venture capital dollars in early 2026, the broadest definition of a record run. The real risk is not a bubble, it is concentration. Here is what owners should ask.
DeepSeek V4 is open-weight and frontier-class. So why do most companies still rent intelligence by the token? The real answer is governance, not price.
Nvidia funds the labs that buy its chips. Why the circular financing behind the AI boom is a balance-sheet risk owners and family offices should price now.
Qualcomm's AI200/AI250 and a reported $10B move on Tenstorrent target the inference layer, where Nvidia is weakest. Why owners should watch the chips, not the headlines.
Big Tech reportedly cut about 142,000 jobs in 2026 while committing roughly 700 billion dollars to AI infrastructure. What the layoff-to-capex shift signals for leaders.
Anthropic launched Claude Fable 5 on June 9, 2026 and a US export order pulled it within days. What it means when a single government can switch off your AI.
AI is removing the junior work that trains future experts. The real risk is not this year's payroll, it is an empty bench of seniors a decade out.
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One considered note on infrastructure, governance, and measurement, most mornings. No theory.