Grinberg: High-value AI tasks mirror executive decision-making, consuming few tokens
Matan Grinberg · OpenAI vs Anthropic vs Open-Source | Token Maxing, AI Hangovers & The Coming ROI Reckoning · 20VC with Harry Stebbings · Jun 13, 2026 · at 23:00
Matan Grinberg is the co-founder and CEO of Factory. He compares enterprise AI model usage to human corporate org structures to explain why frontier models remain crucial despite lower volume.
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“Oftentimes, leadership makes very key decisions that determine the fate of the company, and they don't spend the most hours. Like, if you look at the human hours of a company, most human hours are not spent on making the decisions. They're on gathering data or implementing things, but then there's a select few hours where it's like, here is where we're gonna, you know, make this irreversible decision on the strategy.”
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