Practical AI skills insights
An unsupervised AI agent submitted plausible-looking but incorrect fixes to Fedora Linux's bug tracker and got LLM-generated code merged into a production release before anyone caught it. The lesson isn't about open-source projects — it's about what 'looks right' actually verifies.
5 min read
With iOS 27, you can route Siri through Claude, ChatGPT, or Gemini. That choice is the easy part. The skill is knowing how to frame the ask in the quick moments — before a meeting, between tasks, on a walk.
5 min read
Dario Amodei's 15,000-word essay said AI may cause permanent job displacement. The press release that followed the same day created 1,000 paid roles for people who can help organizations adopt it. The skills those roles need are learnable now.
4 min read
Three product shifts in five days — Mollick's 'patron, not wizard' frame, OpenAI's reasoning tiers, and Claude's scheduled agents — prove the professional AI skill stack has moved on from prompting.
6 min read
Three AI trust failures in five days: silent output degradation, an agent acting without permission, and a government shutdown. Each one points to a skill most professionals haven't built yet.
5 min read
Anthropic revealed that AI writes 80% of its own code — and called for a global pause option in case something goes wrong at scale. If you're using AI for any workflow output that matters, you already face the same question: how do you maintain oversight when volume outpaces review?
5 min read
35.3% of Berkeley CS 10 students received failing grades in Spring 2026, up from under 10% historically. The pattern that caused it — using AI to skip the thinking rather than do the thinking — shows up in professional work too. Here's how to avoid it.
5 min read
Charity Majors identified why AI disagreements stay unresolved on most teams: there's no natural feedback loop between the person who moves fast with AI and the person who deals with the quality failures. Here's how to build one.
5 min read
Ethan Mollick's new 'Co-Existence' frame replaces 'use AI more' with a harder question: on this specific task, right now, is AI actually better than you? The answer determines how much supervision you apply — and whether your own skills are quietly eroding.
4 min read
Practical AI skills, sent when there's something genuinely useful to share. No filler, no hype.