Analysts push back against AI in public services

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Similar schemes elsewhere have produced mixed results, with outcomes varying widely by region. Industry bodies have broadly welcomed the direction while warning about implementation costs. Several of those briefed on the plans said the detail matters more than the headline commitment.

The figures represent the sharpest movement recorded since comparable data began. Several of those briefed on the plans said the detail matters more than the headline commitment. The change would affect an estimated two million households from the start of the next financial year. Independent analysts note the projections rest on assumptions that may prove optimistic.

The change would affect an estimated two million households from the start of the next financial year. Independent analysts note the projections rest on assumptions that may prove optimistic. The proposals, published on Tuesday, set out a timetable that officials say is deliberately cautious.

Similar schemes elsewhere have produced mixed results, with outcomes varying widely by region. The change would affect an estimated two million households from the start of the next financial year. Industry bodies have broadly welcomed the direction while warning about implementation costs. Several of those briefed on the plans said the detail matters more than the headline commitment.

The change would affect an estimated two million households from the start of the next financial year. A spokesperson said the approach balances affordability against the need for long-term investment. Industry bodies have broadly welcomed the direction while warning about implementation costs.

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