From a0715a3bafdaa84cf981aa16dcdce6f58f282e41 Mon Sep 17 00:00:00 2001 From: Matt McKay Date: Mon, 12 Oct 2026 11:20:16 +1100 Subject: [PATCH] [autodiff] Open with a sentence that suits both series Programming and JAX both publish autodiff. John and Matt decided on 2026-10-12 that the two copies become one text (project-monorepo#111). Programming's copy is that text, except its opening sentence, which links to this series' own JAX preview and so cannot stand in JAX. This changes only that sentence; the JAX series takes the same file. Co-Authored-By: Claude Opus 5.5 --- lectures/autodiff.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lectures/autodiff.md b/lectures/autodiff.md index 99c4e8f8..54403710 100644 --- a/lectures/autodiff.md +++ b/lectures/autodiff.md @@ -19,8 +19,8 @@ kernelspec: ## Overview -This lecture gives a more thorough introduction to automatic differentiation -using Google JAX, building on {doc}`our brief preview `. +This lecture gives an introduction to automatic differentiation using Google +JAX. Automatic differentiation is one of the key elements of modern machine learning and artificial intelligence.