Small correction: ICML received "only" about 24K submissions. 33K refers to the number of submitted abstracts. (I'm sure this detail changes everything)
MULTIMODAL AI
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Tyler builds AI photo organization app for modern photography
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tyler is cooking something beautiful – something that your photos app should have always been – check it out https://t.co/I6qG5N5d5j
— Nathan Benaich (@nathanbenaich) 24 mars 2026tyler is cooking something beautiful – something that your photos app should have always been – check it out
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AutoGaze: Efficient Video Understanding with Selective Attention
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Humans can see in high-res, high-FPS in real-time. Why can't VLMs?
— Baifeng (@baifeng_shi) 24 mars 2026
Introducing AutoGaze: ViTs/VLMs "gaze" only at key video regions! Up to 4-100x token savings, 19x speedup, and enables scaling to 4K-res 1K-frame videos.
📄 https://t.co/a14yqNRPlh
🌐 https://t.co/ifLNMUIL3J
🤗… pic.twitter.com/O0A0WLrkxbHumans can see in high-res, high-FPS in real-time. Why can't VLMs? Introducing AutoGaze: ViTs/VLMs "gaze" only at key video regions! Up to 4-100x token savings, 19x speedup, and enables scaling to 4K-res 1K-frame videos. 📄 arxiv.org/abs/2603.12254 🌐 autogaze.github.io 🤗 huggingface.co/collections/b… (1/n)🧵
→ View original post on X — @berkeley_ai, 2026-03-24 18:46 UTC
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Image Model Avoids LLM Prompt Rewriting Process
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To our knowledge we're the only major image model that doesn't totally rewrite your prompts with a LLM before going into the system! Do you have a preference for how our system should behave if you put something that's too long into it? We find that most of the long prompts have
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Han’s Robot Uses Vision AI to Inspect Automobile Chassis
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How Han’s #Robot Uses Vision #AI to Inspect #Automobile Chassis
— Ronald van Loon (@Ronald_vanLoon) 24 mars 2026
via @WevolverApp#Robotics #Engineering #ArtificialIntelligence #Innovation #Technology pic.twitter.com/Y77DaMYQ0aHow Han’s #Robot Uses Vision #AI to Inspect #Automobile Chassis
via @WevolverApp #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology -

Perplexity Computer transforms investment research and analysis workflow
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I never found a way to adopt the old version of Perplexity in my investment process, but the things you can one-shot in Perplexity Computer are mind bogglingly good, and it has become a daily driver for me (for the avoidance of doubt, this is not a sponsored post). For example, I always created a guidance credibility analysis, which is a 10-year study of company guidance behavior vs. ultimate results in subsectors: which companies consistently beat/missed/held? These trends can be strong initial indicators of business momentum shifts (i.e. a beat and raise story who just held guidance in Q3 for the first time in 5 years has some information). And you see patterns here that cause you to skeptically question guidance (high or low). Perplexity Computer can one shot this with a 9-page report. Validation is critical, so I may have a different Perplexity Computer space or a Claude CoWork session go and systematically validate, then spot check & validate any key events by hand. But the ability to spin this up quickly, at scale is but one of many emerging capabilities that has me very excited about the very recent agentic capabilities. Computer (@AskPerplexity) We're hosting a Perplexity Computer stock pitch competition starting on March 30th for students enrolled in a US undergraduate or graduate program. Students will have 1 week to research, analyze, and pitch a publicly-listed stock, using only Perplexity Computer. — https://nitter.net/AskPerplexity/status/2036470683308544495#m
→ View original post on X — @aravsrinivas, 2026-03-24 16:58 UTC
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Higgsfield AI Launches Original Series Platform With $1M Creator Prize
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Is it a gimmick? The $1M payment to Adil says otherwise.
— Linus ✦ Ekenstam (@LinusEkenstam) 24 mars 2026
The "Original Series" platform is live, using AI-generated pilots where the audience votes on what gets a full season.
The creator economy just hit warp speed.
Full Video → https://t.co/96M0XCkjuQ pic.twitter.com/D1Ru1LyLp7Is it a gimmick? The $1M payment to Adil says otherwise. The "Original Series" platform is live, using AI-generated pilots where the audience votes on what gets a full season. The creator economy just hit warp speed. Full → https://
higgsfield.ai/original-series -
Higgsfield Soul Cinema Ships Ahead of AI Video Predictions
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Higgsfield’s "Soul Cinema" tech handles character consistency, cinematic lighting, and professional sound.
— Linus ✦ Ekenstam (@LinusEkenstam) 24 mars 2026
The industry predicted we were 5–10 years away from this. It shipped last week. pic.twitter.com/MeEwnWezJ4Higgsfield’s "Soul Cinema" tech handles character consistency, cinematic lighting, and professional sound. The industry predicted we were 5–10 years away from this. It shipped last week.
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AI Startup Higgsfield Pays $1M to License Employee Likeness for AI Series
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Adil was a regular employee who appeared in a few IG reels.
— Linus ✦ Ekenstam (@LinusEkenstam) 24 mars 2026
Higgsfield just licensed his likeness for over $1,000,000.
He didn't act. He didn't audition. He was rendered into "Arena Zero"—the first full-length series produced entirely by AI. pic.twitter.com/RyhZTzOq0HAdil was a regular employee who appeared in a few IG reels. Higgsfield just licensed his likeness for over $1,000,000. He didn't act. He didn't audition. He was rendered into "Arena Zero"—the first full-length series produced entirely by AI.
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AI-Generated Film Pays $1M for Likeness, Streams Now
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No camera. No script. No union disputes.
— Linus ✦ Ekenstam (@LinusEkenstam) 24 mars 2026
$1,000,000 paid to one person for their likeness.
AI-generated film isn't "coming soon", it's streaming right now, and it’s indistinguishable from reality.
Here’s the breakdown: pic.twitter.com/CwQAqxCFxKNo camera. No script. No union disputes. $1,000,000 paid to one person for their likeness. AI-generated film isn't "coming soon", it's streaming right now, and it’s indistinguishable from reality. Here’s the breakdown: