That's my somewhat-romantic intuition too https://t.co/AuNLgq0DI5

That's my somewhat-romantic intuition too https://t.co/AuNLgq0DI5

opens with one of the all time epigraphs https://t.co/eRcT6UbjOC

opens with one of the all time epigraphs https://t.co/eRcT6UbjOC

The Final Reward credit: @snwy_me https://t.co/YjJBjXEM1F

Introducing VL-JEPA: Vision-Language Joint Embedding Predictive Architecture for streaming, live action recognition, retrieval, VQA, and classification tasks with better performance and higher efficiency than large VLMs. • VL-JEPA is the first non-generative model that can perform general-domain vision-language tasks in real-time, built on a joint embedding predictive architecture. • We demonstrate in controlled experiments that VL-JEPA, trained with latent space embedding prediction, outperforms VLMs that rely on data space token prediction. • We show that VL-JEPA delivers significant efficiency gains over VLMs for online video streaming applications, thanks to its non-autoregressive design and native support for selective decoding. • We highlight that our VL-JEPA model, with an unified model architecture, can effectively handle a wide range of classification, retrieval, and VQA tasks at the same time. by @Delong0_0 @MustafaShukor1 @TheoMoutakanni @willyhcchung Jade Lei Yu Tejaswi Kasarla @AllenBolourchi @ylecun @pascalefung https://t.co/oUnjCaMKVv

I interviewed @ylecun with @ziv_ravid! https://t.co/R83gdbBg9h

I interviewed @ylecun with @ziv_ravid! https://t.co/R83gdbBg9h

📁 Yann LeCun explains that LLMs work well when problems are symbolic, like math, code or chess, where searching through known sequences is enough. But the real world does not work that way. Physical action, planning and understanding what is possible require continuous intuition, which LLMs lack. Manipulating symbols is not the same as understanding reality.

Yann LeCun explains that large language models are trained on about 30 trillion words, representing nearly all public internet text. He says it would take a human over 500,000 years to read that much. But a 4-year-old child sees just as much visual data in their first few years of life. This shows how much richer and more complex real-world experience is compared to reading text. Training on the web is huge but it still doesn’t match what a child learns just by living.

Yann LeCun warns that in the near future, all our digital interactions will be filtered through AI assistants. That means our entire "information diet" what we read, see, and hear, could be controlled by just a few powerful tech companies. He compares this to the media: just like we need diverse press, we need diverse AI systems. If we don’t build open platforms, a few companies could control global information flow. This is his biggest fear. Not AI going rogue, but AI being monopolized.

📢Manusアップデートのお知らせ 最新アーキテクチャシリーズ Manus 1.6（Max~Lite）を全ユーザー向けにリリースしました！ 🔹最高峰のパフォーマンス (Max) └ 最高性能の基盤モデルと刷新されたエージェントアーキテクチャにより、「より粘り強く、より確度の高い」タスク実行力を手に入れました。また、Maxはエクセル操作に非常に優れており、グラフや複雑な関数を含む複数シートのエクセルをワンプロンプトで生成可能です。 🔹モバイルアプリ開発 └ 進化したWebDev機能に加えて、Manus上でスマホアプリ開発〜APK出力まで出来るようになりました。「アプリ化」をより気軽に、より高速に。Manusでアイデアを形にする体験をサポートします。 ※ ストア公開機能は今後のアップデートで正式サポートを予定しています 🔹直感的な画像デザイン └ Nano Banana Pro画像のテキスト編集がついに可能になりました。新たに追加されたDesign View（Canvas）機能では、生成した画像のテキスト抽出、編集、拡大、背景削除まで、一つのインターフェースで完結できます。 また、ローカルからの画像ファイルのアップロードから編集を行うことも可能です。

📢Manusアップデートのお知らせ 最新アーキテクチャシリーズ Manus 1.6（Max~Lite）を全ユーザー向けにリリースしました！ 🔹最高峰のパフォーマンス (Max) └ 最高性能の基盤モデルと刷新されたエージェントアーキテクチャにより、「より粘り強く、より確度の高い」タスク実行力を手に入れました。また、Maxはエクセル操作に非常に優れており、グラフや複雑な関数を含む複数シートのエクセルをワンプロンプトで生成可能です。 🔹モバイルアプリ開発 └ 進化したWebDev機能に加えて、Manus上でスマホアプリ開発〜APK出力まで出来るようになりました。「アプリ化」をより気軽に、より高速に。Manusでアイデアを形にする体験をサポートします。 ※ ストア公開機能は今後のアップデートで正式サポートを予定しています 🔹直感的な画像デザイン └ Nano Banana Pro画像のテキスト編集がついに可能になりました。新たに追加されたDesign View（Canvas）機能では、生成した画像のテキスト抽出、編集、拡大、背景削除まで、一つのインターフェースで完結できます。 また、ローカルからの画像ファイルのアップロードから編集を行うことも可能です。

El Salvador and @xai will redefine the future of public education. https://t.co/9ZsKT8cOV0

+2 more

bro https://t.co/mtOaAPCEDl

bro https://t.co/mtOaAPCEDl

@youwouldntpost https://t.co/ai9wpXtM1k

@youwouldntpost https://t.co/ai9wpXtM1k

She said ‘yes’. 💍 @RepMTG @mtgreenee https://t.co/C53kKbSQb5

Great to host @MathiasCormann, Secretary General of the @OECD, in Washington last week for the #PaxSilica Summit. We had excellent exchanges on the future of secure technology and international cooperation. The momentum is building for a stronger, reliable supply chain ecosystem.

"This is just unacceptable - when people get murdered you just show basic respect." Piers Morgan slams President Trump's statement following the murder of Rob Reiner. Watch more 👇 📺 https://t.co/X5yl2H77LY @piersmorgan | @emilyraustin https://t.co/kXYwyrNZuT

Gemini 3 Pro playing Pokémon vs 2.5 Pro (we used to all be impressed by 2.5 Pro) https://t.co/VKupYo5cmT

Yann LeCun (@ylecun), a Turing Award winner and one of the pioneers in deep learning, is on The Information Bottleneck! 🚨🚨🚨 We talked about everything: his new startup, why world models are the future, why he left Meta after 12 years, and why he thinks "LLMs" and "AGI" are "complete BS." Also: what's wrong with Silicon Valley, why dog-level intelligence is harder than human-level, his take on SSI and Thinking Machines, and whether his new company (AMI, "Advanced Machine Intelligence") will open source their research.

that was fast https://t.co/VdFIyZ8dmn

https://t.co/jRhfQYTMP3

The Final Reward credit: @snwy_me https://t.co/YjJBjXEM1F

🚀 The Developer’s Journey brings honest stories from engineers navigating the real highs and lows of a tech career. Whether you’re just starting or leveling up, these conversations will inspire you. 🧵 Here are the top 3 episodes of 2025: https://t.co/cj2IXXYvps

🎥 I’d Never Do a Whiteboard Interview – Matt Soucoup Matt shares practical tips for interviewing with confidence, tackling impostor syndrome, and why likeability matters more than most people think. 🔗 Watch here: https://t.co/8kTcoySPkm https://t.co/xfURriSA1s

🎥 This is the Best Time to Be a Coder – Hitesh Choudhary From software engineer to one of the biggest tech educators on YouTube, Hitesh explains how “vibe coding” can help beginners break in—and why great documentation beats branding every time. 🔗 Watch here: https://t.co/waYDusQ5PF

🎥 Work Hard. Play Hard – Scott Hanselman Scott reminds us that AI should take on the dull and repetitive tasks—so humans can focus on creativity and impact. In remote/hybrid work, connection matters more than ever. Stop comparing and start creating. 🔗 Watch here: https://t.co/z8S38v3lxT

AI can write code 100x faster, but why aren't teams shipping faster? Because the bottleneck has moved, developers spend most of their “coding time” reading, understanding, and cleaning up AI-generated code. No existing tool reduces this cognitive load. Welcome Command Center, the platform for your AI coding workflow. Read the code by core features first, the rest by priority. Duplicate code? Gone. Messy AI output? Gone. All in a single click. And yes it’s available now. Install now in seconds at https://t.co/uvEZFBcmPo What features should we ship next? 👇

🎄 Christmas cards are great, but let's be honest, they're usually pretty bland. What if you could turn that basic family photo into a holiday masterpiece that actually gets framed? 💎 Dreamina 4.5 is your secret weapon. https://t.co/SLP0xqqp6V