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Mercury 2 is live 🚀🚀 The world’s first reasoning diffusion LLM, delivering 5x faster performance than leading speed-optimized LLMs. Watching the team turn years of research into a real product never gets old, and I’m incredibly proud of what we’ve built. We’re just getting started on what diffusion can...

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Stefano Ermon

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1,041,631 görüntüleme • 5 ay önce •via X (Twitter)

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Today's autoregressive models generate one token at a time. Mercury 2 generates tokens in parallel. Over 1,000 tok/sec on standard GPUs, at comparable quality to speed-optimized models. Since launch, the community has been showing what diffusion LLMs can unlock. Thanks to the team at Clyep for the breakdown.
3:49

Today's autoregressive models generate one token at a time. Mercury 2 generates tokens in parallel. Over 1,000 tok/sec on standard GPUs, at comparable quality to speed-optimized models. Since launch, the community has been showing what diffusion LLMs can unlock. Thanks to the team at Clyep for the breakdown.

Inception

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What if language models didn't have to generate one token at a time? Our CEO Stefano Ermon joined @TBPN to break down how Mercury 2's diffusion LLM hits 1,000+ tok/s on standard NVIDIA GPUs — and why speed changes the product for coding, voice agents, and search.
6:01

What if language models didn't have to generate one token at a time? Our CEO Stefano Ermon joined @TBPN to break down how Mercury 2's diffusion LLM hits 1,000+ tok/s on standard NVIDIA GPUs — and why speed changes the product for coding, voice agents, and search.

Inception

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A small team of young Ukrainians and a dog raised $1.2M for our defenders in 2024. With creativity, we turn donations into real battlefield impact. I’m the 24-year-old girl leading the team, and today, I’m incredibly proud to share our 2024 report. A thread🧵
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A small team of young Ukrainians and a dog raised $1.2M for our defenders in 2024. With creativity, we turn donations into real battlefield impact. I’m the 24-year-old girl leading the team, and today, I’m incredibly proud to share our 2024 report. A thread🧵

Ipa 🇺🇦

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We’re at the mid-point of this gaming era, and gaming is only just getting started🚀 What games are you most hyped to play for the remaining years of this generation?😎
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We’re at the mid-point of this gaming era, and gaming is only just getting started🚀 What games are you most hyped to play for the remaining years of this generation?😎

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Innovation isn't just a goal; it's what we do🔥 We're incredibly proud to spotlight an outstanding AI product, built on Shido by a visionary member of our team! This is what grassroots building looks like. Be the first to experience it. 👉 Apply for beta now in
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Innovation isn't just a goal; it's what we do🔥 We're incredibly proud to spotlight an outstanding AI product, built on Shido by a visionary member of our team! This is what grassroots building looks like. Be the first to experience it. 👉 Apply for beta now in

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Today marks a proud milestone for Zeta and a moment to reflect on the journey built by our customers, our people, and a shared belief in what this company could become. This video captures an incredible chapter in the Zeta story, from ringing the bell at the NYSE 🏛 to seeing the future we envisioned come to life. We are leading the AI marketing revolution, and I could not be more excited about what comes next. Extremely proud of this team and what we have built together. $zeta LG 🚀🚀🚀
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Today marks a proud milestone for Zeta and a moment to reflect on the journey built by our customers, our people, and a shared belief in what this company could become. This video captures an incredible chapter in the Zeta story, from ringing the bell at the NYSE 🏛 to seeing the future we envisioned come to life. We are leading the AI marketing revolution, and I could not be more excited about what comes next. Extremely proud of this team and what we have built together. $zeta LG 🚀🚀🚀

David A Steinberg

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Almost $1 TRILLION has already gone into building AI infrastructure. Let that sink in for a moment. In just two years, we’ve poured the equivalent of an entire country’s GDP into chips, data centers, and compute power. That’s not hype that’s commitment. And the wild part? This is still early innings. The foundation is being built right now. What gets built on top of it is going to change everything. 🔥🚀
2:45

Almost $1 TRILLION has already gone into building AI infrastructure. Let that sink in for a moment. In just two years, we’ve poured the equivalent of an entire country’s GDP into chips, data centers, and compute power. That’s not hype that’s commitment. And the wild part? This is still early innings. The foundation is being built right now. What gets built on top of it is going to change everything. 🔥🚀

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🔥Really excited to see the release of PAN world model, a project I had been working over the past years. PAN is a general world model capable of simulating physical, agentic, and nested worlds, synthesizing infinite interactive experiences for training AI agents. Building on top of pretrained LLMs and video diffusion models, PAN connects language, perception, action, and latent thoughts, for long-horizon simulation and reasoning. PAN shows overwhelming performance gains over JEPA-2, Cosmos-2, and other prior models. More in the thread👇 ... 1/
0:54

🔥Really excited to see the release of PAN world model, a project I had been working over the past years. PAN is a general world model capable of simulating physical, agentic, and nested worlds, synthesizing infinite interactive experiences for training AI agents. Building on top of pretrained LLMs and video diffusion models, PAN connects language, perception, action, and latent thoughts, for long-horizon simulation and reasoning. PAN shows overwhelming performance gains over JEPA-2, Cosmos-2, and other prior models. More in the thread👇 ... 1/

Zhiting Hu

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What. A. Day. I started at 12am, and I'm still going. Black Friday is the pinnacle - I think about it all year, and it’s the Super Bowl of shopping for our merchants. I’m incredibly proud of our team at Shopify and especially proud of all our merchants and what they are accomplishing this weekend. The weekend has just begun. LFG
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What. A. Day. I started at 12am, and I'm still going. Black Friday is the pinnacle - I think about it all year, and it’s the Super Bowl of shopping for our merchants. I’m incredibly proud of our team at Shopify and especially proud of all our merchants and what they are accomplishing this weekend. The weekend has just begun. LFG

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20,694 görüntüleme • 1 yıl önce

THE WIZARD OF SPEED AND TIME 1979 This incredibly impressive short film was shown on Wonderful World of Disney, and 10 years later turned into a feature. It just goes to show what a little money and a lot of talent can do!
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THE WIZARD OF SPEED AND TIME 1979 This incredibly impressive short film was shown on Wonderful World of Disney, and 10 years later turned into a feature. It just goes to show what a little money and a lot of talent can do!

Hollywood Horror Museum

64,315 görüntüleme • 5 ay önce

🚀 Today we're announcing the first managed end-to-end payment capabilities for autonomous agents in preview in Amazon Bedrock AgentCore. Built with Coinbase and Stripe, so developers can focus on what their agents do, not on how they pay. The agentic economy is just getting started. Here's a first look at AgentCore payments ➡️
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🚀 Today we're announcing the first managed end-to-end payment capabilities for autonomous agents in preview in Amazon Bedrock AgentCore. Built with Coinbase and Stripe, so developers can focus on what their agents do, not on how they pay. The agentic economy is just getting started. Here's a first look at AgentCore payments ➡️

Swami Sivasubramanian

33,956 görüntüleme • 3 ay önce

🤔The more I studied diffusion language models, the more I came to appreciate the simplicity of autoregressive (AR) language models. AR models are trained to agree with what they generate, and their serving stacks are built to preserve that structure. DLMs often do neither: they lack introspective consistency, and high TPF does not necessarily translate into high real-world TPS. We propose Introspective Diffusion Language Model (I-DLM), which unifies introspection and generation in a single pass: 1. 🧑‍🎓I-DLM brings introspective consistency to DLMs with only 5B training tokens, achieving AR-thinking-level quality. 2. 🚀 I-DLM carefully trades compute for higher TPF while converting that advantage into real TPS under high-concurrency serving. 📖Website: ⌨️Code:
1:17

🤔The more I studied diffusion language models, the more I came to appreciate the simplicity of autoregressive (AR) language models. AR models are trained to agree with what they generate, and their serving stacks are built to preserve that structure. DLMs often do neither: they lack introspective consistency, and high TPF does not necessarily translate into high real-world TPS. We propose Introspective Diffusion Language Model (I-DLM), which unifies introspection and generation in a single pass: 1. 🧑‍🎓I-DLM brings introspective consistency to DLMs with only 5B training tokens, achieving AR-thinking-level quality. 2. 🚀 I-DLM carefully trades compute for higher TPF while converting that advantage into real TPS under high-concurrency serving. 📖Website: ⌨️Code:

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0:47

Our team has been BUSY this June. Here’s a quick recap of what’s new: • The Video Agent waitlist is open. Our Agent can turn a prompt, PDF, or raw footage into a fully edited video. • Product Placement is live. Create UGC-style videos from a product photo and a person in minutes. • Avatar IV got a major upgrade with better expressions, motion, and gesture control. Now on iOS. • AI Studio is here. Edit videos faster and easier right inside HeyGen. • We built a Twitter bot. Tag HeyGen Labs under an image and we’ll turn it into a video. Stay tuned. We’re just getting started 😏

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Introducing Titan 2 — the phone that can move forward and look back! 👀 As the latest 𝟓𝐆 𝐐𝐖𝐄𝐑𝐓𝐘 smartphone running 𝗔𝗻𝗱𝗿𝗼𝗶𝗱 𝟭𝟱, Titan 2 blends classic design with modern performance. 🚀 Its redesigned physical keyboard brings back the tactile satisfaction of real typing — built for fast, precise communication and multitasking on the go. With 5G connectivity and a 5050mAh battery, Titan 2 keeps you connected and productive in today’s fast-paced world. 😎 Not just a retro tribute — it's real keys dancing at 5G speed. Join us on Kickstarter and type faster than ever! >>
2:25

Introducing Titan 2 — the phone that can move forward and look back! 👀 As the latest 𝟓𝐆 𝐐𝐖𝐄𝐑𝐓𝐘 smartphone running 𝗔𝗻𝗱𝗿𝗼𝗶𝗱 𝟭𝟱, Titan 2 blends classic design with modern performance. 🚀 Its redesigned physical keyboard brings back the tactile satisfaction of real typing — built for fast, precise communication and multitasking on the go. With 5G connectivity and a 5050mAh battery, Titan 2 keeps you connected and productive in today’s fast-paced world. 😎 Not just a retro tribute — it's real keys dancing at 5G speed. Join us on Kickstarter and type faster than ever! >>

Unihertz

19,176 görüntüleme • 1 yıl önce

🚨 BREAKING: BlackRock CEO Larry Fink says “The next generation for markets will be TOKENISATION of real-world assets (RWA).” This is a massive vote of confidence for the future of RWA & tokenization. I’m keeping a close eye on top projects leading this wave: $REAL | $ONDO | $LINK | $PLUME | $ENA | $FRAX | $KTA Don’t sleep on this sector. It’s just getting started. 🔥🚀
0:27

🚨 BREAKING: BlackRock CEO Larry Fink says “The next generation for markets will be TOKENISATION of real-world assets (RWA).” This is a massive vote of confidence for the future of RWA & tokenization. I’m keeping a close eye on top projects leading this wave: $REAL | $ONDO | $LINK | $PLUME | $ENA | $FRAX | $KTA Don’t sleep on this sector. It’s just getting started. 🔥🚀

RealMint

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Hear firsthand from Matt Mills, CEO of Liquidise, on how Redbelly’s performance is already delivering real impact: enabling seamless execution at scale—no delays, no bottlenecks. Transactions clear with speed, scalability, and finality, whether it’s $1M or $100M. As the network evolves, so do the opportunities, unlocking larger asset classes and greater possibilities. This is the future of digital finance, and we’re just getting started.
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Hear firsthand from Matt Mills, CEO of Liquidise, on how Redbelly’s performance is already delivering real impact: enabling seamless execution at scale—no delays, no bottlenecks. Transactions clear with speed, scalability, and finality, whether it’s $1M or $100M. As the network evolves, so do the opportunities, unlocking larger asset classes and greater possibilities. This is the future of digital finance, and we’re just getting started.

Redbelly Network

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🍒Good evening, #Cherry team! Today, we’re diving into the world of memecoins—what they are and why they play a crucial role in the crypto space. 🚀 Whether you're a seasoned trader or just getting started, this is a session you won't want to miss. 👀Keep a close eye on the video so you don’t miss any clues.
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🍒Good evening, #Cherry team! Today, we’re diving into the world of memecoins—what they are and why they play a crucial role in the crypto space. 🚀 Whether you're a seasoned trader or just getting started, this is a session you won't want to miss. 👀Keep a close eye on the video so you don’t miss any clues.

Cherry Trending

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