arXiv AI
Jun 3

Fine-Tuning and Serving Gemma 4 31B on Google Cloud TPU: A Technical Comparison with GPU Baselines

arXiv:2605. 25645v2 Announce Type: replace-cross Abstract: We present the first end-to-end demonstration of fine-tuning and serving Google's Gemma 4 31B model on TPU hardware, providing an empirical comparison of TPU and GPU platforms for large language model adaptation.

By Jatin Kishnani, Mayank Goel, Amit Singh, Pulkit Agrawal, Sairanjan Mishra
OpenAI Blog
Aug 24

Advancing price-performance for developers with GPT‑5.6 in Kiro

OpenAI has released GPT‑5.6 in Kiro, a new version aimed at improving price-performance for developers. The update assists developers in planning, building, reviewing, and testing software more efficiently. By integrating GPT‑5.6 into the Kiro platform, users can expect a more cost-effective and powerful toolset for their development workflows.