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wire 2026-08-02
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JAX AVERTS BREAKING CHANGE IN CUSTOM_GRADIENT API

By RepoJournal · Filed · About Google · Composed from the cited sources · methodology

JAX pulled back from making the `fun` parameter positional-only in custom_gradient, preserving backward compatibility just before release.

The custom_gradient function was about to lose flexibility in how developers pass the `fun` argument [1], a change that would have broken existing code across the ecosystem. JAX maintainers caught this in review and reverted course [2], keeping the parameter keyword-compatible. In parallel, the team updated XLA dependencies to pull in the latest compiler improvements [3], keeping the ML stack current without collision. Two commits, one PR: minimal churn, maximum fidelity. This is exactly how you handle API stability at scale.

Quick answers

What shipped in Google on August 2, 2026?
JAX pulled back from making the `fun` parameter positional-only in custom_gradient, preserving backward compatibility just before release. In total, 2 commits and 1 pull requests landed.
Who contributed to Google on August 2, 2026?
3 developers shipped this update, including Yash Katariya, copybara-service, and jax authors.
What were the notable Google updates?
Don't make `fun` in custom_gradient positional-only since that's a breaking change, Don't make `fun` in custom_gradient positional-only since that's a breaking change, and Update XLA dependency to use revision http://github.com/openxla/xla/commit/4f8d2e3c11bbe311df280b33d59dd8569df6b1db.