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Nov 30, 2025
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Adil Husain's avatar

Really appreciate this. You’re exactly right about the monoculture risk. Most firms think they’re “modernizing” research when they’re actually locking past consensus into the machinery. The real divide emerging isn’t AI vs no AI, it’s firms that can still generate fresh hypotheses vs those that can mainly remix historical priors.

The teams that will deliver true strategy wins to clients will pair broad AI-assisted scans with a small group that knows how to interrogate anomalies instead of sanding them down. That’s where the real discovery capacity gets rebuilt.