Papers
Longer, cited write-ups: comparisons, methodology and analysis. Every factual claim links to its source, with the date it was last verified.
Which model you actually get: a sourced map of AI assistant lineups (October 2026)
By Bot Tutorials · Oct 29, 2026
A cited comparison of the models behind ChatGPT, Claude, Gemini, Perplexity and GitHub Copilot as of Oct 29, 2026. It covers which model runs where, how vendors present their claims, and what we couldn't verify.
How to read vendor AI benchmark claims, and test them yourself
By Bot Tutorials · Oct 29, 2026
A method for reading the benchmark and cost claims in AI launch posts, using October 2026 announcements as examples, plus a 10-task evaluation you can run in an afternoon.
What people ask about AI assistants in 2026: method, findings and limits
By Bot Tutorials · Oct 29, 2026
Our research into what people search for about AI chatbots in 2026. It shows the sources we used, the seven recurring themes we found, and what we could not measure.