Skills and learning

Week 41 · 5-11 Oct

2 sources filed · EN 2

Week 33 · 10-16 Aug

1 source filed · EN 1

  • B

    Cheap Fallible Cognition

    A task vulnerability index built from eight task traits: digital observability, output regularity, ex-post evaluability, retrieval intensity and error tolerability push exposure up; tacit context, liability and coordination-and-trust push it down.

    19 ppdrop in correct solutions on a task outside the AI frontier in the 758-consultant field experiment the paper cites

July 2026

1 source filed · EN 1

  • B

    Skills in the AI age

    AI use among firms in OECD countries rose from around 7% to 20% between 2021 and 2025, with larger firms and start-ups ahead and SMEs held back by cost, infrastructure and skills shortages.

    7% to 20%share of firms in OECD countries using AI, 2021 to 2025

Week 25 · 15-21 Jun

2 sources filed · EN 2

  • B

    AI Jobs Barometer global findings deck

    AI specialist postings rose 68.9% from 2024 to 2025, while all postings rose 8.6%.

    68.9% vs 8.6%growth in AI specialist job postings vs all job postings, 2024 to 2025

  • S

    2026 Global AI Jobs Barometer

    22% of advertised jobs are professionalised, 52% democratised and 26% have low AI exposure.

    22% vs 52%share of advertised jobs AI is professionalising (more expert) vs democratising (less expert)

May 2026

1 source filed · EN 1

April 2026

1 source filed · EN 1

  • A

    The evidence base on AI in K-12

    Repository growth: 28 qualifying papers in January 2023, over 800 by October 2025; the count doubled between January and September 2025.

    818 / 20papers in the AI Hub research repository (October 2025) vs papers with strong causal evidence

March 2026

1 source filed · EN 1