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Applied AI·June 2, 2026·1 min read

The 6% solution is gone: How overcrowded AI-powered trading has erased investors’ advantage

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Alpha from off-the-shelf AI trading is already arbitraged away — when everyone runs similar models, edge collapses to zero. If you're in markets, your moat is proprietary data and execution plumbing, not “using AI” to pick stocks.

Applied AI

‘We need an AI that places humanity first’: Microsoft AI CEO outlines hopes to build “humanist superintelligence” - and has seven new models to help him do it

“Humanist superintelligence” is a narrative move—tying a seven-model lineup to a values frame that enterprises can sell internally. If your AI roadmap doesn’t have a clear ethical story attached, procurement and regulators will increasingly treat you as the risky option, regardless of raw capability.