AI overbuild skeptics miss the demand: agents, cyber AI and 0.1% enterprise penetration

builderjaydub · x · 2026-11-06

Laurelon Capital acknowledges reasons to be skeptical of AI overbuild and cyclicality, but lays out five demand-side facts the bears overlook:

Agentic adoption really started in Q3, and each agent is an order of magnitude more token demand than an individual — always on and stackable
Frontier cyber AI only recently went public and is now a permanent, escalatory tax on enterprises and nations with no ceiling
The rest of the world, including China, trails the US in both buildout and penetration
Anthropic's S-1 shows revenue at roughly 0.1% of enterprise AI spend — extremely low penetration for intelligence-as-a-service
Robotics & autonomy are sub-scale but real

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