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How Is AI Changing the Way Teams Work Together?
Recent research suggests AI may be changing how teams work together: frequent AI users report collaborating more, meetings are shifting towards problem-solving and decisions, and workloads appear to be growing.

Madi Hanc, PhD
2 days ago6 min read


Why Do Some Employees Thrive Through AI Transformation While Others Struggle?
Last updated: 10 October 2026 Direct answer: Why some employees thrive through AI transformation while others struggle comes down to one factor more than any other: whether they can see a clear path for their own career inside it. At Gartner's HR Symposium/Xpo in London (6–9 October), only 35% of employees currently have that clarity, yet those who do are 3.5 times more likely to be highly engaged and 3.4 times more likely to be high performers than those who don't. That gap

Madi Hanc, PhD
Oct 106 min read


Is AI Eliminating Jobs, or Just Moving Them Around?
Direct answer: Neither headline captures it cleanly. This week's data shows AI is reshaping which jobs exist and who holds them faster than it is shrinking the total number of jobs. McKinsey's new estimate puts 11 million US workers on a path to an entirely different occupation by 2035, with growth concentrated in healthcare, construction and management roles and losses concentrated in office administration, retail and logistics. At the same time, entry-level hiring is alread

Madi Hanc, PhD
Oct 45 min read


Why Does Hybrid Working Come with More AI Monitoring at Work?
Hybrid working keeps coming bundled with more AI monitoring, and new research from the Institute for the Future of Work explains why: the technology behind flexible work and the technology behind workplace surveillance are built as one system. This week's ThinkWorkPlay summary unpacks what separates genuine autonomy from creeping oversight, and why trade union access is the one factor that reliably tips the balance.

Madi Hanc, PhD
Sep 275 min read


Why Is AI Adoption Outpacing AI Governance at Work?
Direct answer: AI adoption is outpacing AI governance because organisations have raced to put autonomous AI agents into live production work faster than they have built the oversight, accountability and review infrastructure needed to control them. New research published between 14 and 18 September 2026 found that the large majority of big organisations already run agentic AI in production, yet only a small minority have governance mature enough to match, and staff are now sp

Madi Hanc, PhD
Sep 203 min read


What's the Difference Between AI Adoption and AI Transformation at Work?
Direct answer: AI adoption means employees using AI tools individually; AI transformation means an organisation redesigning how work is structured, reviewed and owned around it. This week's coverage of AI at work converges on one finding: most organisations have achieved the first without the second. Middle managers, board-level governance and organisational design are emerging as the real bottleneck, not the technology itself. Gartner, Harvard Business Review and Fortune all

Madi Hanc, PhD
Sep 135 min read
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