Thursday, November 13, 2025

AI HT: Google "Ironwood" TPU

 Google unveils Ironwood, seventh generation TPU, competing with Nvidia

Google said it’s making Ironwood, the company’s most powerful chip yet, widely available in the coming weeks.
Ironwood, the seventh generation of Google’s Tensor Processing Unit (TPU), was initially introduced in April for testing.
Google says it’s more than four times faster than its predecessor.


Tensor Processing Unit (TPU)?

Google Cloud TPUs are custom-designed AI accelerators, which are optimized for training and inference of AI models. They are ideal for a variety of use cases, such as agents, code generation, media content generation, synthetic speech, vision services, recommendation engines, and personalization models, among others. TPUs power Gemini, and all of Google’s AI powered applications like Search, Photos, and Maps, all serving over 1 Billion users.




top 10 prog. languages on GitHub

 Octoverse: A new developer joins GitHub every second as AI leads TypeScript to #1 - The GitHub Blog



Rank 2025LanguageYoY contributor gainYoY % growth (Aug 2024 vs. Aug 2025)Big takeaway
1TypeScript~1,054,01566.63%TypeScript overtook Python and JavaScript for #1 growth, showing its dominance in new green-field development.
2Python~850,57948.78%Considered the lingua franca of AI and ML, Python’s usage has increased significantly amidst generative AI work. 
3JavaScript~427,14824.79%Still massive in scale, but more incremental growth as usage shifts toward TypeScript.
4Java~174,70520.73%Java continues its steady enterprise-driven growth.
5C#~136,735 22.22%Cloud, desktop, and game dev keep momentum for C#.

The Origin Story of JavaScript - YouTube