Work, skills, and the organization

The 21 October edition says experienced tradespeople are retiring from work AI cannot do, while too few younger workers are lining up, partly because the trades are seen as less prestigious. It also notes hybrid roles such as “AI safety operator” appearing outside tech, and blue-collar data-center postings paying about 42 percent more per hour than other postings. Employers are left with roles empty and revenue hurt.

The same edition, summarizing research that also arrived as its own note on 9 October, says roughly 11 million US workers in declining occupations may need to change jobs by 2035, and only about one in seven has a direct route into growing work. People often already have the adjacent skills and could move without a pay cut, but the posting asks for a qualification they lack. Resilience and curiosity are named as the skills that travel. No single institution can build the routes alone.

The 16 October leadership shortlist, read in full, reports a 2026 state-of-AI survey: 80 percent say artificial intelligence improved individual productivity, and only 37 percent report a positive impact on earnings. It names four organizational shifts: orient work around outcomes, adapt the talent system, sustain new behaviors, and give senior leaders cross-functional authority. The 10 October highlights add that there is no single best operating model — value comes from intentional design choices, executed.

A 12 October note says artificial intelligence is changing work and now has to change the organization. An 11 September note says the key to value is hiding in the operating model. A note on the next generation asks whether that cohort fits the 2035 market. Read together, skills pathways without an organizational redesign stall, and a redesign without pathways has nobody to walk them.