Generative AI
7articles
November 2026
7 articles on this page
AI for leaders11 min readLawyers, ChatGPT and the cases that never existed
For managers and owners who sign documents drafted by other people or by AI. A New York federal court fined lawyers USD 5,000 over invented case law; its finding of bad faith turned on how they responded once challenged.
- AI for leaders10 min read
Which tasks should you give AI? A stake-and-ambiguity matrix
For team leads, operations managers and SME owners listing the week's tasks and unsure which to hand to AI. Score each task on the damage if it is wrong and on ambiguity, read off one of four cells, then run a single trial before you trust the cell.
- AI for leaders10 min read
The five-rung ladder: check an AI draft before you sign
For managers and owners about to sign or send a draft written by AI. You get five checks in order, who does which and a rough time cost, worked through an invented food distributor in Can Tho.
AI for leaders10 min readPrompt, context, harness: three waves of working with AI
For owners and managers who use AI every week and still get uneven results. The short answer depends on the job: writing the request, choosing what the model sees, or building the environment an agent works in. Includes a paste-in context bundle.
AI for leaders8 min readIntuit's GenOS: how to read an AI press release
For owners and managers hearing a supplier describe its "AI operating system". This post reads Intuit's press release of 6 June 2023, separates claims from evidence, sets it beside two Anthropic guides, and offers a list of questions to ask before believing or buying.
AI for leaders9 min readHallucination, sycophancy and recency lag: three AI errors to catch
For owners and managers who use an AI assistant to draft reports, challenge plans or look up rules. You get three tests, each built to take about 20 minutes, to check your own tool for invented sources, flattery and out-of-date answers.
Data & analytics8 min readHow much does AI raise productivity? Read three studies closely first
For owners and managers who keep hearing claims like "AI lifts productivity by 40%". This post reads three studies, two randomised experiments and one staged-rollout study, and shows what each figure measures, on whom, and where it breaks when you carry it into your own team.