the IO part is moving to torchcodec: https://
github.com/pytorch/torchc
odec
…
We're not dropping IO without a replacement.
torchcodec is even more efficient than the torchaudio IO
SOFTWARE
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PyTorch Moves IO to TorchCodec for Better Efficiency
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Google Reports 30% of Code Now AI-Generated, Rising Fast
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30 % du code de Google est désormais généré par l’IA. En octobre 2024, c’était 25 %. D’ici fin 2025, ce chiffre pourrait atteindre 50 %.
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The most complete tutorial on ChatGPT o3 and o4-mini
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I'm shocked – There are really people who think #ChatGPT o3 / o4-mini are bad AIs? Normal… They don't use them well. Here's when and how to use them → https:// youtu.be/AfZ0oVwYeGY PS: this is the most complete tutorial you'll find on these 3 AIs
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Groq Desktop Beta: Fast Inference with External Tools Integration
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Tired of slow MCP hosts? Try Groq Desktop Beta. You can now connect the models you love running on Groq for lightning-fast inference with the external tools and APIs you rely on for their capabilities. Speed meets functionality. Check out our new tutorial, link in the comments,
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Blaming Models While Launching Poor User Experiences
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Yeh but people keep shifting blame to the models and launch a crappy experience anyway
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Spanner’s Clock System Achieves Consistency with Low Latency
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I should also add there was a nice paper published about the clock system that Spanner uses to achieve some of its consistency properties with low latency:
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AI Assistance Becomes Default in Coding Practices
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haha nice i love that it just rolls the default over. "coding" basically assume AI assistance as the default coding now, legacy coding becomes "handcoding".
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Spanner Wins ACM SIGMOD Systems Award for Global Scale
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Great to see Spanner recognized with this year's ACM SIGMOD Systems Award "for reimagining relational data management to enable serializability with external consistency at global scale". I was fortunate to be able to work on the first versions of Spanner with awesome colleagues
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AI-Assisted Coding Workflow and Context Management Strategies
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Noticing myself adopting a certain rhythm in AI-assisted coding (i.e. code I actually and professionally care about, contrast to vibe code). 1. Stuff everything relevant into context (this can take a while in big projects. If the project is small enough just stuff everything
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Deep Research Lightweight Version Expands for All Users
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We've noticed many of you love using deep research, so we’re expanding usage for Plus, Team, and Pro users by introducing a lightweight version of deep research in order to increase current rate limits. We’re also rolling out the lightweight version to Free users.