In-depth articles about AI and technology.
Strip away the marketing and a large language model is really doing one thing: predicting the next token. Here is what that means...
Review
Q Developer is a genuinely good coding agent wrapped around a serious AWS advantage. The value depends entirely on where you live.
GPUs made deep learning possible, and specialised NPUs are making AI local. A plain-language tour of the silicon that runs your pr...
An agent is a loop: the model decides, calls a function you gave it, receives the result and decides again. We build that loop wit...
AI can double your output, but only if your voice survives the pipeline. A creator workflow built around drafting, review and visu...
Review
Copy.ai embraced automation as its differentiator. For rapid-fire marketing copy it is fast and fun; for depth you will look elsew...
Open-weight models now match frontier performance on many tasks at a fraction of the cost. A look at the ecosystem, licences and w...
Find a first AI project worth building by starting with the decisions you make on repeat, scoring them honestly, and shipping a tw...
Most AI pilots fail because they start from the technology, not the problem. A repeatable process for surfacing and scoring genuin...
You do not need a magic formula to get good answers from an LLM. You need structure, context and a way to verify the output. These...
Review
Three weeks of daily use across writing, coding and analysis. Claude 4 is a superb writing partner with sharp reasoning — and a fe...
Retrieval-augmented generation lets a chatbot answer questions about documents it never saw during training. We build a working ex...