9 posts across Judging AI, Directing AI, Supervising Agents, Systems & Adoption
AI can read more than you can and is confidently wrong about what it read. For researchers, that's a specific and manageable risk. Here's how to get the speed without inheriting a fabricated citation.
4 min readOpenAI tripled the custom instructions limit for paid users on July 15. The people who use this well will stop re-explaining themselves every conversation. Here's what a useful briefing document actually contains.
4 min readMost agent failures aren't reasoning failures. They're handover failures — the agent didn't know a thing everyone in your team knows and nobody has ever typed. Here's how to find those things before they cost you.
5 min readOpenAI replaced ChatGPT's default model on May 5. It's more accurate and gives 30% shorter answers. That's only useful if your prompts give it enough to work with.
4 min readAnthropic launched native connectors to 50+ professional creative tools — Adobe Creative Cloud, Blender, Autodesk, Ableton, Canva, and more. Connecting is the easy part. Getting useful output is a constraint problem.
5 min readAndrej Karpathy published a system that turns a folder of raw notes into a living, self-updating wiki — without writing a word of it himself. The practical version is closer than you think.
5 min readPrompt engineering isn't a secret vocabulary or a list of magic phrases. It's the skill of describing a task precisely enough that someone who can't ask you questions could still do it well. Here's what it actually involves.
5 min readNot tool tutorials — transferable skills that hold up when the tools change. Here are the ten capabilities that separate professionals who get consistent value from AI from those who get occasional wins and a lot of wasted time.
5 min readThe biggest gap in AI adoption isn't technical knowledge — it's the practical skill of knowing when and how to use AI effectively at work.
6 min readWe use one cookie to keep you signed in — that one isn't optional. Separately, we'd like to record which drills people finish and where they get stuck, so we can fix the parts that don't teach. No ad networks, no selling anything on. Privacy policy.