Research
- The Productivity Number You're Being Shown Is Real. So Is the Other One.
GitHub Copilot claims 55% productivity gains. DX longitudinal data shows 10%. Both numbers are real -- they measure different things. Here's what that gap means for engineering leadership.
- Why LLMs Need Bayesian Reasoning (and How Google Is Teaching It)
Google Research published a paper showing LLMs can be trained to reason like Bayesians -- updating beliefs as evidence arrives rather than pattern-matching to a confident answer. For engineers running production systems, this matters more than most benchmark improvements.