How can AI agents confidently navigate complex software without making costly mistakes? Nankai University, Nanjing University, The University of New South Wales, and Microsoft present CUWM. This Computer-Using World Model helps AI agents "see the future" of their actions on
GENERATIVE AI
-
AI Engineering Tools Evolve Rapidly Beyond Planning Horizons
By
–
Same applies to AI engineering. The tools I use today look nothing like 6 months ago. Planning anything beyond 3 months feels like guessing at this point haha
-

Deep dive series on Saining Xie’s seven-hour interview about AI
By
–
I’ve started a new four-part deep dive series exploring a fascinating seven-hour interview with Saining Xie, hosted by Xiaojun Zhang. robonaissance.com/t/language… Saining Xie, cofounder and chief science officer of AMI Labs, believes the AI industry’s most successful technology is also its most seductive trap. His company has just raised $1.03 billion to prove it. 张小珺 Xiaojun Zhang (@zhang_benita) 和@sainingxie 一起挑战7小时播客!他刚和Yann LeCun踏上“世界模型”的创业旅程(AMI Labs)。这是他第一次Podcast、第一次访谈。 2026年2月雪后的一天,我们在纽约布鲁克林,从下午2点,开启了一场始料未及的马拉松式访谈,直到凌晨时分散去。 这篇访谈的中文标题叫做《逃出硅谷》,但他又不厌其烦地枚举了影响他学术生涯的每一个人,并反反复复口头描摹这些人的人物特征(侯晓迪、何恺明、杨立昆、李飞飞…)正是这些,让这篇“逃出硅谷”的对话充斥着人性的温度。 By the way, 下面是访谈的YouTube版本,我们提供了中英字幕。 And yes, 我们是在用播客给这个世界建模😎 A 7-hour podcast with Saining Xie. He has just begun a new journey on world models with Yann LeCun at AMI Labs. This was his first podcast appearance and his first long-form interview. A day after the snowfall in February 2026, in Brooklyn, New York, we started recording at 2 p.m. What followed became an unexpected marathon conversation that lasted until the early hours of the morning. The Chinese title of the interview is “Escaping Silicon Valley.” Yet throughout the conversation, he patiently listed the people who shaped his academic life, repeatedly sketching their personalities in vivid detail: Hou Xiaodi, Kaiming He, Yann LeCun, Fei-Fei Li, and others. These portraits are what give this “escape from Silicon Valley” conversation its human warmth. By the way, the YouTube version of the interview is below, with Chinese and English subtitles. And yes, we are using podcasts to model the world 😎 A 7-hour marathon interview with Saining Xie: World Models, AMI Labs, Ya… piped.video/rIwgZWzUKm8?si=edxa… 来自 @YouTube — https://nitter.net/zhang_benita/status/2033467851655512142#m
→ View original post on X — @shiqi_yang_147, 2026-03-21 09:54 UTC
-
Live speech translation with Gemini eliminates language barriers
By
–
This is live speech translation, powered by Gemini, rolling out inside the Google Translate app on Android. The takeaway for leaders is simple.
The language barrier is no longer a strategy constraint. Watch the full video to see how it actually works, then tell me. Don't miss -
Real-time conversation translation with speech preserving tone and rhythm
By
–
ere’s what stopped me mid-scroll. This isn’t text translation.
This is live conversation. → Speech to text in milliseconds
→ Translation in real time
→ Spoken back to you, with tone and rhythm intact It feels less like software and more like a second brain. -
Real-time multilingual conversation mode eliminates translation barriers
By
–
The breakthrough is conversation mode. → You speak your language
→ They speak theirs
→ Everyone hears replies in their own language No pauses.
No awkward repeats.
No “lost in translation” moments. That’s a massive shift for travel, negotiations, and crisis scenarios. -
Google removes language barrier in global business meetings
By
–
We’ve spent decades optimizing global business, except for the biggest bottleneck of all.
— Ronald van Loon (@Ronald_vanLoon) 21 mars 2026
Language.
Now imagine walking into a meeting where no one switches languages, and no one slows down.@Google just removed that friction. pic.twitter.com/fs57SdHs59We’ve spent decades optimizing global business, except for the biggest bottleneck of all.
Language. Now imagine walking into a meeting where no one switches languages, and no one slows down. @Google just removed that friction. -

First Criminal Case of AI Streaming Fraud in 2026
By
–

-> First criminal case of streaming fraud by AI. And it's completely insane. A North Carolina man used AI to generate hundreds of thousands of songs. He put them on Spotify, Apple Music, Amazon. Then he botted billions of streams on his own tracks. -> 660,000 fake streams per day. Distributed across thousands of titles so nobody noticed anything. -> $1.2 million per year. For music that no human has ever listened to. -> Result: $8 million pocketed. Meanwhile, real artists struggle at $0.003 per stream, do promo on TikTok, beg for playlist placements. Him? AI made both the music AND the audience. He got caught. He has to repay the $8 million. But this problem goes beyond him: The music industry spent 10 years fighting piracy. Now it has to fight songs that don't exist, listened to by people who don't exist. And since this case, AI has only gotten better. The playbook is public. Tomorrow's fraud will be even harder to detect. AI doesn't just change creation. It also changes cheating. [Translated from EN to English]
→ View original post on X — @flashtweet, 2026-03-21 09:03 UTC
-

Google’s Gemini 3 Pro Dominates AI Leaderboards with Innovative Training
By
–
Google’s Gemini 3 Pro is now sitting at the top of several major AI leaderboards. Not by a little — clearly ahead on LMArena, WebDev Arena, and Vision Arena. But what really caught my attention isn’t just the model performance. It’s how it was trained. Google trained Gemini
-
Sweet Design Updates Released With Skills Focus
By
–
we’ve got some pretty sweet updates on design front specially with skills
