When does Igor Beuker expect AGI?

Before 2030: machines matching human reasoning across the board. Not because the CEOs say so, because of what they spend. The hyperscalers plan $700 billion of AI capex for 2026 alone, and nobody bets that on a maybe. The buildout is the timeline.