Citrix AI Hotsheet, Episode 4. Four topics: OSWorld 2.0 (the computer-use benchmark got 20x harder now that AI saturated the original, and cost is a first-class metric); Dave's new 'reconciliation map' — the workflow step you need when you connect your second brain into contradictory enterprise data sources; why organizational AI maturity is a treehouse, not a ladder; and the futurist's four-axis playbook for planning under AI uncertainty (acceleration, diffusion, bubble pop, geopolitics). The takeaway: open-weight Sonnet-class models will exist no matter what, so do the second-brain and knowledge-factory work today — it pays off in every scenario.
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