"Mastering PyTorch: Create and deploy deep learning models from CNNs to multimodal models, LLMs, and beyond" – http://amzn.to/40IFEQR via @PacktDataML #AI #ML #MachineLearning #DataScience #DataScientist #GenAI
SOFTWARE
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Advice against wasting money and time on LLMs and local AI
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please don't waste your money or time on this for LLMs / local AI
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ElevenLabs Launches Flows: Visual Pipeline for AI Content Creation
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🚨ElevenLabs just launched Flows – yep! a game changer for content creators.
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 28 mars 2026
Instead of jumping between 10 different tools to make one video, you can now build the entire pipeline in one visual canvas.
Here's what Flows can do:
→ Connect 35+ image & video models (Sora, Kling,… pic.twitter.com/vjR12QOolPElevenLabs just launched Flows – yep! a game changer for content creators. Instead of jumping between 10 different tools to make one video, you can now build the entire pipeline in one visual canvas. Here's what Flows can do:
→ Connect 35+ image & video models (Sora, Kling, -
Bare Metal Performance Optimization Delivers Strong Results
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Stripping everything to bare metal and still getting strong performance says a lot!
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Opus to Opus 1M Switch: Daily Limits and Token Efficiency Issues
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This is also why the switch between Opus and Opus 1M is pretty annoying to me: I hit daily limits much earlier, and part of it feels like compaction happens less aggressively, so way more tokens get sent every time (and probably because they keep reducing that daily limit).
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Better Compaction System for Token-Efficient AI Processing
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A much better compaction system would keep the signal and discard the rest, making the whole stack far more token-efficient. That means lower latency, less compute, and lower cost for users.
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ChatGPT App Integration and Disconnection Process Improvements
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Agree, it’s not ideal right now since it requires one to go on two separate surfaces (Codex to uninstall and ChatGPT to disconnect) There’s definitely work going on to make this smoother cc: @edbayes for vis too For the short term, you can go to chatgpt > settings > apps and
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Reliable Connectivity Enables Real-World AI Healthcare and Operations
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Reliable connectivity is becoming a concrete enabler of real use cases, from healthcare to field operations, where data access and coordination directly improve outcomes.
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Getting Started with the Codex App
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If you haven’t tried the Codex app yet, you can get started here