Eve Sterling

@Alibaba_Qwen I wonder what 4b would be like with per-layer embeddings architecture?

🧠 Paradigm II — Agent Foundation Model: world modeling as agent capability. Single-turn, non-agentic environment prediction → tested directly on multi-turn, tool-calling agent tasks. No agentic RL, no task-specific tuning. Gains across 7 benchmarks, including 3 entirely out-of-domain: - In-domain: Terminal-Bench 2.0 +6.3, SWE-Bench +3.4, WideSearch +12.8 - Out-of-domain: Claw-Eval +11.3, QwenClawBench +9.7, BFCL v4 +9.0 World modeling internalizes "predict before you act" as a transferable reasoning pattern.

📣📣 Meet Qwen-AgentWorld — a native language world model that simulates 7 agent environments (MCP, Search, Terminal, SWE, Web, OS, Android) within a single model. Environment modeling is the training objective from day one, not a post-hoc adaptation. 🤔 LLMs are trained to be better agents — better at acting in environments. But nobody has trained them to model the environments themselves. 🗺️ Our roadmap: investigate how language world modeling can push the boundaries of general agent capabilities, along two routes: 1️⃣ Build a foundation model for environment simulation — outperforming Claude Opus 4.8 and GPT-5.4 on AgentWorldBench 2️⃣ Investigate how world modeling enhances agent training: 🔬 Controllable Sim RL (agentic RL with LWM as environments) surpasses training in real environments 🧠 Learning to predict environments (LWM warm-up) makes agents stronger — remarkably, even without any agent-specific training, this predictive knowledge transfers to agentic tasks with zero fine-tuning 📑 Paper: arxiv.org/abs/2606.24597 📖 Blog: qwen.ai/blog?id=qwen-a… 💻 GitHub: github.com/QwenLM/Qwen-Ag… 🤗 HuggingFace: huggingface.co/collections/Qw… 🧩 ModelScope: modelscope.cn/collections/Qw…

Researchers built a soft floating robot for indoor interaction. It uses helium and flapping fins instead of propellers. The result is quiet, lightweight, and safe to touch. It can follow people, give reminders, and act as a study buddy. Published at ACM DIS 2026.

Olvídate de: - Cables eternos - Bluetooth con delay - BlackHole / VB-Cable - Apps de pago Este proyecto Kotlin te permite enviar el audio de tu PC a cualquier altavoz o dispositivo de la red local de forma nativa y cifrada. Multicast incluido. Gratis. Open source. ¿Quién lo prueba primero? Repo 👇👇

@fdotinc this is great!

He built a factory you can fit in your home. Introducing MicroFactory. Another industrial revolution is upon us:

@sweexx9 this is great!

¡Transfiere archivos SIN internet, SIN Bluetooth y SIN USB! El emisor convierte el archivo en una ráfaga rápida de códigos QR que parpadean en la pantalla como un vídeo. El receptor solo apunta la cámara del móvil y escanea sin parar… ¡y el archivo se reconstruye solo! La cámara es el ÚNICO puente entre los dos dispositivos. Funciona 100 % offline. Perfecto para sistemas air-gapped donde la seguridad es máxima y no se permite ninguna conexión. ¿Quién necesita cables cuando tienes esto? 📸💻🔥 ¡Tecnología que parece magia!

@EntelligenceAI Who needs it, if not Nematron, qwen 3.6 (or maybe Cora will come out in Qwen4)

Germany just released a model that's actually... pretty good. Soofi S 30B-A3B: • 27T training tokens • Open weights • German + English focused • Full transparency on data, training, and evaluation • Trained entirely in Germany It's still behind the frontier leaders. But it's much closer than most people would expect. The bigger story: More countries are building serious sovereign AI stacks from scratch.

This combat robot from North East University of China really gives off Star Wars vibes.

@jurgen_nauditt 100%!

Shocking footage: Russians drop a 3-ton bomb (KAB/FAB) on Orikhiv in the Zaporizhzhia sector. If Europe were governed by real leaders rather than bureaucrats afraid of their own shadows, the skies over Ukraine would be closed, and these Russian attacks would not be possible.

@ModelScope2022 This is simply fucking crazy!!!! Are you wizards?

Wan-Dancer is here! A music-driven portrait dance video generation model from Wan. 14B params, now open source. 🚀 🤖modelscope.ai/models/Wan-AI/… 🎮 Demo time👉modelscope.ai/studios/Wan-AI… One photo + one music track → up to 3 minutes of high-quality dance video at 720p/30fps. Breaks the 20-second barrier that limits most existing methods. 🎵 5 dance styles: Chinese classical, K-Pop, street dance, tap, Latin 🧠 Two-stage DiT pipeline: Global DiT plans keyframes from full music context, Local DiT refines motion details and frame transitions ⚡ RoPE-based temporal alignment keeps motion precisely synced to beat across long sequences ✅ Keyframe editing supported. LoRA fine-tuning available. DiffSynth-Studio compatible.

@0x0SojalSec Is it possible to do this trick with 31b dens and then compress it to iq4xs?

This crazy, What if you shrink a 753B model by 423 GB without touching its performance? Mind-blowing: just removed 423 GB from a 753B parameter model with zero quality loss. GLM-5.2 went from 1,403 GB to 980 GB, Bit-exact, No quantization, No retraining, Weights stay compressed in VRAM. This kind of lossless compression could change how we run massive models.

@googlegemma @cerebras It's simply crazy how fast you can get 1850 tokens per second!!!! Are you wizards?

Gemma 4 is live on @cerebras, the fastest multimodal inference ever! Running on Gemma 4 31B open-weight model at a blistering 1,500+ tokens/sec. That's a 15x speedup, unlocking real-time visual and agentic loops without the GPU lag.

🚨ATENCIÓN: Si tienes un portátil viejo que no usas, no lo tires! Puede convertirse en tu propia nube privada. Con CasaOS puedes transformar un portátil antiguo, una Raspberry Pi o un mini PC en un servidor personal. Sin saber programar. Lo instalas, abres un panel muy sencillo y eliges las aplicaciones que necesitas: → Jellyfin para ver tus propias películas y series → Immich para guardar tus fotos → Nextcloud para sustituir Dropbox → Vaultwarden para guardar contraseñas → Syncthing para sincronizar archivos → Home Assistant para controlar tu casa → AdGuard para bloquear anuncios en tu wifi Antes, montar algo así requería instalar Linux, configurar Docker y pasar horas resolviendo errores. Con CasaOS, simplemente haces clic en los iconos. Es gratuito, open source y funciona en casi cualquier ordenador antiguo. Link al repo en el primer comentario👇🏻

@BrianRoemmele Great movie. It makes fun of strange customs very well.

NO IT’S NOT AI. 1986, "Kin-Dza-Dza!" stands as one of the most strange science fiction films ever produced in the Soviet Union. The plot is following two strangers who accidentally activate an alien teleportation device and find themselves stranded on the desert planet Pluke in the distant Kin-dza-dza galaxy. What unfolds is a masterclass in surrealist social satire, as the two bewildered humans navigate an alien civilization governed by baffling social hierarchies, incomprehensible customs, and a language barrier that transforms every interaction into pure comedic and philosophical gold.

@visegrad24 In Russia, this is already the norm. It's just that the Russian people are not against war.

Ukrainian long-range drones have destroyed another 14 Russian vessels over the past day: - 10 tankers - 4 ferries 90 vessels hit in less than a week. Crimea can’t be resupplied anymore.

@RachelMcadm hard)

The new Miss Italy is an African dummy. The beauty pageant brought to you by Netflix

@KGT_wx @Rainmaker1973 In Russia, this is already the norm. It's just that the Russian people are not against war.

A gas station explodes throwing a tanker 1000 ft away.

@spaceandtech_ cool concept!

Meet Aliptera, a concept aircraft that uses a unique Lip Wing design and a tilting ducted fan for VTOL flight. The company says its elliptically curved Lip Wing creates more lift at low speeds while using less power. Aliptera introduced the technology in 2015 and is currently testing it on scaled prototypes.

@YossiBenYakar 100%!

Muslim migrants are losing their minds after Milan Mazurek’s powerful speech in the European Parliament. The MEP called on Europeans to start protecting their own citizens, especially women and young girls, and to deport migrants who refuse to integrate and bring crime to Europe. This is the kind of honest leadership Europe desperately needs.

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