Practical AI skills insights
Anthropic's analysis of 639,000 conversations found sycophancy doubles when users push back. What that means for anyone relying on AI as a second opinion.
5 min read
NEC deployed Claude to 30,000 employees with a dedicated Center of Excellence and structured training. The lesson for any team manager is the same regardless of scale: the bottleneck is never the tool — it's the first task.
4 min read
OpenAI released a free, on-device model that catches personally identifiable information before text reaches any server. 96% accuracy across 8 categories — and the 4% it misses is where your judgment still matters.
4 min read
OpenAI shipped image generation that produces up to 8 consistent, text-accurate visuals from a single prompt. It works. The gap between that capability and campaign-ready assets comes down to one thing: the quality of your visual brief.
4 min read
OpenAI and Google shipped always-on agent platforms in the same week. Non-technical teams can now set up agents by describing workflows in plain English. The skill gap is no longer how to prompt — it's how to scope, delegate, and verify autonomous work.
5 min read
There are now two populations in every organisation: people whose understanding of AI is current, and people whose mental model is 12–18 months out of date. They're making decisions together. Andrej Karpathy named the problem this week. Here's how to tell which side you're on — and what to do about it.
6 min read
Sullivan & Cromwell apologized to a federal judge after a court filing contained 42 AI-generated errors: fabricated citations, misquoted statutes, authorities that don't exist. The opposing firm caught them. Here's what that means for anyone using AI for research, reports, or client-facing work.
5 min read
When Anthropic updated Claude to Opus 4.7, real-world token usage jumped roughly 40% — with no pricing announcement. Here's what that means for any team running AI workflows at any scale.
5 min read
Anthropic launched Claude Design this week — AI that makes prototypes, pitch decks, and marketing assets through conversation. Whether the output is useful depends entirely on the brief you write.
4 min read
Practical AI skills, sent when there's something genuinely useful to share. No filler, no hype.