Madhu Srinivasan @secunit64
Graphics + AI @AMD Research, ex @HPE_Cray, ex @KAUST_Vislab. Thoughts are mine. Austin, TX Joined November 2009-
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I was thinking the EXACT same thought as I was reflecting back on this years CVPR. This book was so foundational through my grad school a little over two decades ago.
Based on what happened this year at CVPR 2026, it seems that the vision community is making a full swing back to 3D vision. Just to remind young people who just got interested in this subject, my first textbook, written 20 years ago, is probably still the best introduction to
A very novel, yet practical approach to long-context video generation using adaptive bit-rates ! Very cool work coming out of @vincesitzmann 's lab!
Introducing MilliVid, our new method for long-context video generation! MilliVid creates videos that are consistent over long time spans, without using retrieval heuristics or 3D maps! (1/n) davidcharatan.com/millivid/#
A good direction in improving the UI of AI systems!
We're thrilled to share an update to how Claude communicates with people. Rather than always defaulting to text, Claude is learning to choose the best medium for each response — based on the task, the data, and what's most useful for the person.
@feldman Can it reason in that medium ? i.e. detect errors, fixes etc. in a chart ?
I like the logical evolution from fine-tunes (like LoRA etc.) to REPA by @sainingxie 's team, and now self-supervised learning of aligned, 3D grounded features by @bfl_ml with @hila_chefer , @pess_r et al. The bitter lesson by @RichardSSutton is still reaping dividends !
Fixed vision encoders like DINO have driven impressive progress in more learnable representations for generative modeling - but there is no universal variant across modalities, and they do not scale with the generative model. We introduce our self-supervised framework,
We need more work like this ! Imagine what this could unlock if @claudeai can also reason visually in real-time ?
Thanks to good people at @AnthropicAI we now have an official MCP for Excalidraw! Take it for a spin on @claudeai (search for Excalidraw in Connectors, or use in Claude Code and elsewhere). More to come. ✌
😎
Ads are coming to AI. But not to Claude. Keep thinking.
Really appreciate educators who prioritize foundational principles over quick wins. In ML and beyond, strong fundamentals always outlast the hype cycle. Teaching the 'why' before the 'how' builds durable understanding that compounds over time.
I've decided to start teaching full mathematical series on my YT channel! The first video in the series 'An Introduction to Mathematical Proofs' is now live! I've previously only ever explained mathematical ideas in one video at a time but this has been requested by so many of
Haha ! Love this take on the dichotomy.
The "Singular Value Schism" of 2025: LoRA treats the gradient's rank collapse as a divine hint to save VRAM, while Muon treats it as a sinful degeneracy that must be orthogonalized until it confesses the full basis.
I would love to hear a podcast on this @karpathy !
Quick new post: Auto-grading decade-old Hacker News discussions with hindsight I took all the 930 frontpage Hacker News article+discussion of December 2015 and asked the GPT 5.1 Thinking API to do an in-hindsight analysis to identify the most/least prescient comments. This took
DL == "Complexifier" ?
To perfectly understand a phenomenon is to perfectly compress it, to have a model of it that cannot be made any simpler. If a DL model requires millions parameters to model something that can be described by a differential equation of three terms, it has not really understood
✅
Advent of Claude Day 1 - The ! Prefix Don't waste tokens asking "can you run git status or tests?" Just type: ! followed by your bash command The ! prefix executes bash instantly and injects the output into context. No model processing. No delay. No wasted tokens.
@sciencegirl I see a meerkat ! Maybe I am no-brained 😂
@karpathy There is a profound implication on how future education "content" will be created as well, IMHO. What is being done for use of AI by teachers/coaches etc. ? Right now, using LLMs feels a bit like spear-fishing - "ask me the right questions, and I'll give you the right answer".
Intriguing work. Now for some bedtime reading this week !
PRX: A 1.3B open t2i model, like SD1.5, trained from scratch & released under Apache 2.0; it uses an MMDiT-like architecture with a T5-Gemma; aims to open-source the entire training process from architecture to alignment. huggingface.co/Photoroom/prx-…
open.substack.com/pub/addyo/p/th… Excellent article by @addyosmani . My experience with AI-coding tools aligns with this. They're ideal for initial MVPs where accuracy or robustness isn't critical and for addressing "known unknowns." However, they struggle with "unknown unknowns," often spiraling into chaos. I'd love to hear your thoughts.
Calling all GPU & AI developers, it’s go time! Join the AMD Developer Challenge 2025! Optimize multi-GPU kernels, win prizes & showcase your AI skills. Visit the challenge page to register and get the full details 👇 amdchallenge2025.datamonsters.com
@oliver_wang2 @sedielem I see your nano, and raise you a femto, sir !
This seems to resonate… E.B. White’s Beautiful Letter to Someone Who Lost Faith in Humanity fs.blog/eb-white-human…
Satoshi Matsuoka @ProfMatsuoka
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Sensors International... @Sensors2025
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ChirpCam @mychirpcam
1 Followers 11 Following 🐦AI-Powered Smart Bird Feeder 🎥Captures birds in 4K 🔍 Identify species with AI
ericmichael @ericmichael
808 Followers 716 Following Data + AI lead @ UTHealth RGV / UTRGV School of Medicine, BJJ Black Belt @ 80/20 Jiu-Jitsu
HPC Guru @HPC_Guru
28K Followers 88 Following "It takes a lot of knowledge to know what one does not know" 😎Tweets on things related to High Performance Computing -- systems, interconnects, storage, 🥭 ...
Satoshi Matsuoka @ProfMatsuoka
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𝐷𝑟. 𝐼𝑎�... @IanCutress
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HPCwire @HPCwire
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1.2M Followers 787 Following Professor at NYU & Executive Chairman at AMI Labs. Ex-Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Alejandro (Alex) Chac... @achacond
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(((ل()(ل() 'yoav)))... @yoavgo
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