⚠ A Paradigm Shift Resets the BoardModerate threat

A compounding lead is formidable within a paradigm but vulnerable to a change of paradigm, and the danger is that AI may be exactly such a change. Google's advantages accumulated in the world of indexing links and ranking pages; if the fundamental activity shifts to conversing with an AI that answers directly, then some of what Google spent two decades compounding could be worth less in the new world, and rivals starting fresh in the new paradigm would not have to catch the old lead at all.

This is dangerous because paradigm shifts are precisely when compounding leads change hands. The accumulated advantage that made the incumbent unassailable in the previous era can become dead weight in the next, as the new game rewards different assets — and history is full of dominant companies whose deep leads in one technology counted for little when the technology beneath them changed. The wider the old lead, the greater the temptation to defend it rather than embrace the new.

Google's best insurance is that it is not a bystander to the shift but among its leaders — capital spending guided to $195–205 billion for 2026 alone¹ — spending enormously to ensure that its accumulated advantages — the data, the distribution, the infrastructure, the talent — carry into the AI era rather than being stranded by it. Many of Google's assets, especially its distribution and its data, transfer well to the new paradigm, and it is racing to own the reset rather than be reset by it.

Hold it at moderate. A genuine paradigm shift is the one thing that can neutralize a compounding lead, and the AI transition is a plausible candidate — but Google's core advantages transfer better to the new world than most, and it is investing to lead the transition rather than defend the past. The board may be reset; Google is positioned to remain one of the strongest pieces on it.