Yeah except it wasn’t actually that bad. I mean it was a bit annoying, code bloating and you’d have to run grad check, but it also didn’t feel like a major impediment after a bit of practice. I don’t recall spending significant portion of my time deriving/writing backward pass.
MACHINE LEARNING
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Pattern Recognition and LLM Applications for Critical Infrastructure Monitoring
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“I saw a unicorn” -> PEBKAC “There was a loud noise and then” x12, “Sparks outside my window!” -> open ticket for probable transformer explosion, can probably even ask LLM for the address
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DDVC Data-Driven VC Landscape Report 2025 Released
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3 years in a row! check out this year's DDVC report here: https://
landscape2025.datadrivenvc.io -
GPT-4o: A Year of Unprecedented LLM Performance and Innovation
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Difficile à croire, mais GPT-4o est sorti il y a juste un an. C’est sûrement le bond de performance le plus marquant jamais vu dans les LLM. Et pourtant… on a l’impression que ça fait deux trois ans, tant le rythme d’avancement a été irréel. Le saut entre GPT-4o et le modèle
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Real2Render2Real: Novel Method for Robot Data Generation
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Real2Render2Real: exciting new approach for generating robot data! https://t.co/QglTEAg4DD
— Ken Goldberg (@Ken_Goldberg) 16 mai 2025Real2Render2Real: exciting new approach for generating robot data!
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New Datasets Continue to Drive AI Development
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luckily, they’re not running out of new datasets:
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AI Model Scaling Limits: Tech Companies Face Innovation Challenges
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have no idea about meta specifically, but the same thing is happening at ALL tech companies they’re running out of ideas to improve the models, can’t 10x the amount of text written by humans, can’t afford to 10x training compute again this next year is gonna be interesting
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Getting Started with Fine-Tuned LoRA Creation Guide
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If you've never created your own fine-tuned LoRA, it's not too late to start. Check out this guide:
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LoRAs: The Leading Method for Training Custom Image Models
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LoRAs have become the leading way to train image models to express specific concepts or styles. Think Studio Ghibli stills or capturing the vibe of 80s cyberpunk. Learn more about how LoRAs work in our guide: https://
replicate.com/docs/guides/wo
rking-with-loras
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