Open-source Java projects advance Jakarta EE compatibility, persistence capabilities, and developer tooling as enterprise teams prepare for the next generation of Java applications.

The model learns that hedging is a signal of lower-quality output. This creates a systematic bias toward sounding certain.

Nine Java Enhancement Proposals make the final cut as OpenJDK shifts from feature development to bug fixing ahead of a September release.