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Fireside chat

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Discussion lists concrete barriers: 80% of data not amenable to AI limits projects even on NHS crown‑jewel sets, and diversity and bias in those datasets skews outcomes. Finance is scarce because investors doubt government‑focused business models; procurement mechanics block small firms despite Small Business Research Initiative trials. Demand‑side doubts include regulatory uncertainty and public trust. Pilots such as the Centre for Data Ethics and Innovation advisory work and Moorfields trials exist and show early progress but many technical, legal and procurement hurdles remain.

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