Tutorials, real-world applications, and plain-English explanations — for people who use AI at work but don't want to read a research paper to understand it.
In one week this month, Anthropic put Claude Cowork on phones and OpenAI shipped ChatGPT Work. Both do multi-step jobs with little supervision. Here's how to pick the first task to hand over, and the one to keep.
40% of workers got hit with 'workslop' last month, AI output that looks finished but isn't. Each piece took nearly two hours to clean up. Here's how not to be the person sending it.
47% of U.S. employees say their company has integrated AI, but only 15% use it daily. That gap isn't a training problem or a tool problem. It's an ownership vacuum, and there's a two-hour-a-week fix.
Over 80% of enterprise AI projects fail, twice the rate of normal IT projects, and it's almost never the technology. It's that companies buy the licenses and skip the training. Here's the gap, and what the survivors do differently.
Most people use Claude like a chatbot and never touch the four built-in capabilities that do the real work: file creation, Projects, Artifacts, and web search. A plain-English tour of what each does, when to reach for it, and where each one bites.
AI cuts professional writing time by about 40%, but the study that found it used tasks with no real context and no relationships. Here's how to close that gap and get replies that actually sound like you wrote them.
Roughly half of employees use AI tools their employer never sanctioned, and most of it is harmless. A plain-English guide to the line between 'fine' and 'you just leaked something,' and how to stay on the right side of it.
Executives overwhelmingly say AI is reshaping their roles, yet when a seat opens, only about 1 in 11 organizations actually rethinks the job before filling it. That gap is a quiet, fixable mistake, at every level.
AI at work isn't only a tool you use. Increasingly it's a lens your employer points at you, scoring productivity, ranking performance, even helping decide layoffs. A plain-English look at what's real and what to do about it.
Around 91% of businesses now use AI in some form, yet the average worker reclaims only about 5% of their week from it. The gap between using AI and actually getting time back is the whole story.