
Anthropic Folds Cowork Back Into Claude and Adds Docs and Slides
Anthropic is merging Cowork into the main Claude app and adding Claude Docs and Claude Slides, so agentic work and chat now share one interface and one context.
5 min read
The archive
New models, what they can do, and how to build with them.

Anthropic is merging Cowork into the main Claude app and adding Claude Docs and Claude Slides, so agentic work and chat now share one interface and one context.
5 min read

An intuitive explanation of diffusion models: how they learn to remove noise, how text prompts steer them, and what settings like steps and guidance actually control.
8 min read

Google introduced two real-time voice models: Gemini 3.8 Live for cost-efficient conversation and an Extended Thinking variant that reasons mid-sentence across 97 languages.
5 min read

What tokens and context windows are, how they drive the cost and speed of language model applications, and how to budget context sensibly in real projects.
8 min read

Durable prompting techniques for real applications: clear instructions, examples, structure, context, task decomposition, output formats, and testing prompts like code.
8 min read

A practical decision framework for choosing between prompting, retrieval-augmented generation, and fine-tuning, including when to combine them and what each really costs.
8 min read