Brett Winton(@wintonARK):Narrative: “open weight models are going to steal spend from frontier labs” Reality: people using open weight models to try to steal from and exploit enterprises are going to force companies to continually spend at the frontier to protect themselves. The capability increase in open weight models will accelerate frontier lab uptake and adoption across enterprises. Infrastructure without a frontier defense force will fall to the swarms of mercenaries and rogues traversing the open internet. Aggressively adopt AI or die.

2026.08.07 15:00

Narrative: “open weight models are going to steal spend from frontier labs” Reality: people using open weight models to try to steal from and exploit enterprises are going to force companies to continually spend at the frontier to protect themselves. The capability increase in open weight models will accelerate frontier lab uptake and adoption across enterprises. Infrastructure without a frontier defense force will fall to the swarms of mercenaries and rogues traversing the open internet. Aggressively adopt AI or die.

Brett Winton@wintonARK

2026.08.07 14:52

Current cybersecurity spend: ~a quarter trillion annually. Hard to see how all of that doesn't flow into frontier model agentic defense swarms.

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