As we approach the AI Impact Summit 2026, global AI exosystems are undergoing a brutal yet necessary recalibration. Those calibrations are driven by the realisation that current AI systems, especially large language models, are powerful pattern recognisers but still brittle tools when treated as general problem solvers rather than as narrowly scoped components in wider systems.

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