Training and serving frontier fashions is now a networking drawback as a lot as a compute drawback. Collective operations like all-reduce and all-to-all synchronize hundreds of accelerators throughout coaching, and the slowest switch units the tempo for your entire job. Even small quantities of community friction instantly strand important compute capability. This week, Meta launched…
Generalist AI has launched GEN-1.5, a robotic basis mannequin that learns a brand new bodily activity from a single demonstration. Drop 3–12 seconds of sensorimotor knowledge into its 30-second context window, and the robotic performs the duty. No gradient updates, no fine-tuning, no task-specific programming. Across 10 various manipulation duties, this one-shot in-context prompting averaged…
Harvey has launched Harvey Tenet, its first post-trained mannequin, as a research preview as of in the present day. Tenet is a Kimi K3 base post-trained with Fireworks by asynchronous reinforcement studying on long-horizon authorized work. The coaching corpus mixed artificial information, publicly obtainable authorized information, and human professional information. Harvey states no buyer information…
Superwhisper has launched the S1 family of models: S1-Voice, S1-Language, and S1-mini. S1-Voice is a cloud speech-to-text mannequin, and S1-Language is a cloud instruction-following mannequin for cleanup and formatting. The one that’s fairly fascinating exterior the app is S1-mini, launched with open weights on Hugging Face. S1-mini is a 0.6B textual content normalizer, not a…
PDFs sit at the finish of just about each workflow. Contracts, invoices, analysis papers, scanned consumption types, manuals, and compliance filings all arrive as PDFs. The format is superb at freezing a structure. It is way worse at letting you alter one quantity inside that structure. That hole has develop into extra seen as language…
Cartesia has launched Sonic-3.6, the latest model of its real-time text-to-speech mannequin. It arrives roughly three months after Sonic-3.5. The new change is naturalness, and this one is independently checkable. Sonic 3.6 now holds #1 on each Artificial Analysis speech leaderboards — 1,283 Elo on the Provider Voice board and 1,123 on the Controlled Voice…
MiniMax launched MiniMax-Music3, an open-weights text-to-music mannequin. The mannequin takes two separate inputs: lyrics carrying part tags, and a detailed music description. It returns a full tune of as much as 5 minutes in a single technology, as 32 kHz, 16-bit stereo WAV. The structure pairs a Hybrid-LM, an 8B Global LLM with a 0.6B…
Z.ai simply launched GLM-5.3. GLM-5.3 runs on the identical 743B base mannequin as GLM-5.2. Every reported achieve comes from scaled post-training: extra job environments, extra atmosphere sorts, longer coaching. The outcomes land in two locations. Coding jumps most on the longest-horizon benchmarks, with Terminal-Bench 3.0 shifting from 4.6 to twenty-eight.3. Cybersecurity moved additional than Z.ai…
Yesterday, Liquid AI launched LFM2.5-VL-3B. It is a 3.1B-parameter vision-language mannequin constructed for on-device deployment. The mannequin reads digital screens throughout cellular, internet, and desktop. It grounds objects to coordinates, parses paperwork and charts, and calls instruments from textual content or picture enter. Liquid AI experiences a mean of 69.4 throughout 28 imaginative and prescient…
Dyna Robotics has launched Dyna-2, a world-action mannequin for robotic manipulation. It was pre-trained on a couple of million hours of selfish human video. That is roughly 170 years of steady waking expertise. Robot studying has been bottlenecked by action-labelled information, which teleoperation should intentionally produce. Dyna-2 checks whether or not odd human video can…