11 posts across Systems & Adoption, Supervising Agents
Users are reporting that ChatGPT's opt-out from training reverts to 'on' after app updates, with no notice. Here's what to check today, and why the toggle was never the whole story.
4 min readOpenAI expanded ChatGPT Ads to roughly 40 countries this month, and only the Free and Go plans carry them. If your team never decided which ChatGPT tier people actually use, that gap just became a real cost.
4 min readThree separate incidents this year — a disconnected assistant that kept synced email, a SaaS vendor training AI on tickets by default, a PII filter that misses deal terms — reduce to the same four questions. Here's the one-time audit that answers all of them.
4 min readOpenAI, Anthropic, and a personal AI assistant called Instinct just gave three different answers to what happens to your data after a conversation ends. Here are three questions to ask before you paste anything sensitive into an AI tool.
4 min readA leadership exodus, a 19-day suspension, a government approval gate, and a pricing model that can't hold — four separate incidents this year, four different mechanisms, one lesson: the AI vendor you built around was never a fixed point.
5 min readGoogle's DeepMind CEO stepped up to chairman on the same day four senior technical leads, including the Gemini tech lead, left to found a competing venture. Here's what that means if your workflows depend on one AI vendor.
4 min readThe question 'what did it actually do on the eleventh?' has an answer or it doesn't, and that's decided months earlier. Five things worth recording, none of which require an engineer.
5 min readEnterprise AI rollout advice is written for organisations with a change function. For a team of ten, most of it is overhead. Here's the sequence that works at small scale.
6 min readOpenAI 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 readWhen 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 readAtlassian will start training AI on Jira and Confluence data in August 2026. Most plans are opted in by default. Here's what that means for your team and what to actually do about it.
4 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.