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White papers

Research, written to be used

Longer-form, well-sourced thinking on the questions that matter most for the future of skills, learning and AI. Free to read, share and cite.

The Return on Learning, white paper cover

Proving the impact of learning

The Return on Learning

Learning has never been able to prove its worth. How xAPI data and the higher reaches of Bloom's taxonomy finally turn training into transparent evidence: of impact, and of ROI.

PDF · 9 pages · July 2026

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Measured in Verbs, white paper cover

Hyperpersonalised learning in the age of AI

Measured in Verbs

In the age of AI, what you learn is being commoditised. How you learn is everything. Why the next era of personalised learning depends on making the process visible, one verb at a time.

PDF · 9 pages · July 2026

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Future Fluency, white paper cover

The UK skills economy in the age of AI

Future Fluency

Britain's productivity crisis is a learning crisis. Why the qualifications we prize are only half the answer, and the ten fluencies that make up the other half.

PDF · 11 pages · July 2026

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