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The Twenty Minute VC (20VC) · Saturday, July 25, 2026

Nitzky: 50% of Long-Horizon Workflows Show Promise for Top AI Models

Osvald Nitzky believes that approximately 50% of long-horizon workflows are currently addressed by top AI models, based on their Apex benchmarks. He also noted that for sufficiency-based workflows, like updating a CRM, performance ceilings are quickly reached, while areas like legal or medical advice offer continuous improvement potential.

personOsvald Nitzky

The tape

3 quotes
Well, in our uh Apex uh benchmarks, we're getting closer to around uh 50% of long horizon workflows.
Osvald Nitzky
Top models are scoring around around that much. But there's a class of workflows that are just sufficiency based where you do it and it's done and you're good.
Osvald Nitzky
And these can be things like legal arguments or to an extent medical advice where you could always get better.
Osvald Nitzky
Heard on The Twenty Minute VC (20VC) — “20VC: Mercor CPO on Revenue Concentration from Frontier Labs | Why Large Enterprise is Scared to Partner with Frontier Labs | Why Small Specialised Models is the Future with Osvald Nitski, published Saturday, July 25, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
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Nitzky: 50% of Long-Horizon Workflows Show Promise for Top AI Models — Heardvine