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AICursor's iOS app now lets users see and reply to local agents running on their computer. Remote control is on by default except for Enterprise organizations, and agents keep running on the computer rather than moving to the cloud. The computer must stay on and online, and users can enable Keep this computer awake in desktop settings.
AIClaude Code v2.1.290 adds serverToolUses to plugin turn.step results and agentId to tool.check hook events, so hooks can distinguish subagent permission checks. The release also adds a Deny button to the Claude apps gateway sign-in approval page, plus claude attach and claude logs accepting partial session names.
meng shao@shao__mengXAI score47AIReflection AI previewed Beam, an MoE open model with 501B total and 23B active parameters, claiming 3–4x better inference efficiency than GLM 5.2. The model was pretrained from scratch on 23.8T tokens in four weeks, and its RL run used 10,500 GB300 GPUs over four weeks, which the post describes as possibly the largest publicly recorded. Reflection positions Beam as a workhorse open model for enterprises, governments, and developers, with full weights due this month.
Aravind Srinivas@AravSrinivasXAI score35AIPerplexity's Mac app now supports tabs, and sessions can open in separate windows for parallel multitasking. Users can run tasks side by side or spread sessions across different screens. The feature is live in version 26.37.1 for all Computer users on Mac.
Ethan Mollick@emollickXAI score46AIEthan Mollick reports that he moved much of his complex Cowork work to the new Claude Projects, which persistently chat with a dedicated cloud VM, finding them much better in most ways but poorly documented. Felix Rieseberg, who works on Cowork, explains that the new version runs model inference and the VM in the cloud, with each session in its own sandbox that is destroyed when the session ends. Files are accessed only from folders the user explicitly adds, with the desktop app handling those requests.
Thariq@trq212XAI score58AIClaude Projects cloud sessions can now connect to a folder the user approves on their computer. The session stays in the cloud and reads or edits files in place only when a task requires it, with rollout starting today and coming to Cowork as well.
A.I.Warper@AIWarperXAI score42AITencent has open-sourced a new video model called Prism, according to the post. The poster says the previews look solid, with a Hugging Face link provided for access.
Noah Zweben@noahzwebenXAI score40AIClaude can be added to Slack group DMs the same way as any other member. It answers in a thread and keeps following that thread, so anyone in the DM can reply to it there. It can also use the personal connectors of whoever asks.
Dongxi NLP@dongxi_nlpXAI score60AIThe author says Beam, a 501B-parameter open model from Reflection AI, comes close to GLM 5.2 in capability but trails GLM 5.3, Kimi K3, and DeepSeek V4.1 Flash in several areas. The author attributes Beam's competitiveness mainly to inference efficiency, with inference compute at roughly one-third to one-quarter of GLM 5.2's.
Sophia Yang@sophiamyangXAI score62AISophia Yang congratulated Reflection AI on Beam, a 501B-parameter open model with 23B active per token. She attributes its efficiency to an RL length penalty that discourages unnecessary tokens and a sparse MoE architecture. Reflection says full weights will be released this month, and the quoted post reports training over 100 million rollouts on 10.5K NVIDIA GB300 GPUs over four weeks.
Lydia Hallie ✨@lydiahallieXAI score46AIAnthropic's Cowork will run tasks in the cloud instead of on users' local machines starting tomorrow. Tasks can still access files and tools on the user's computer, limited to folders explicitly added to the session.
AIPyTorch has consolidated all media decoding and encoding for images, video, and audio into TorchCodec, which now runs on CPU and CUDA. TorchVision and TorchAudio are narrowed to focus on their transforms, with models, datasets, and pipelines no longer under active development. All three libraries are now ABI stable and no longer need rebuilding for each PyTorch release.
NVIDIA AI@NVIDIAAIOfficialAI score39AINVIDIA has published Nemotron-Labs-3-Competitive-Coding on Hugging Face, a competitive-programming specialist model built on Nemotron-3-Ultra. The model is available in the NVIDIA-Nemotron-Labs-3-Competitive-Coding-550B-A55B-NVFP4 repository, indicating a 550B-parameter total size with 55B active parameters in NVFP4 format.
Cline@clineOfficialAI score34AICline's Pareto 26.10 Preview routes each prompt to several frontier and open models, grades their answers, and returns the best one while preserving prompt cache. Cline says it matches Fable's DeepSWE score at $0.24 per task versus $13.41, about 56 times cheaper.
clem 🤗@ClementDelangueXPickAI score72AIReflection AI introduced Beam, an agentic open model with 501B total parameters and 23B active parameters, trained end-to-end from scratch. The quoted announcement says it targets frontier reasoning efficiency and coding and agentic tasks, with full weights due this month. Clément Delangue, Hugging Face's CEO, reposted it with a welcome to the Reflection organization on Hugging Face.
Why it matters: The quoted announcement names Beam's parameter scale, active-parameter count, and coding and agentic focus, which helps readers gauge where it fits among open models.
ollama@ollamaOfficialAI score46AIOllama says it is excited about a new open model from Reflection AI and that more US models are coming to Ollama. Reflection AI's Beam is described as an agentic open model with 501B total parameters and 23B active, with full weights due this month.
Thariq@trq212XAI score22AIThariq, who works at Anthropic, is developing a skill for Claude Code that produces HTML plans using simple language, code snippets, surfaced questions, and mockups. Linting is used to reduce common failure cases Claude encounters, and he is seeking feedback before a broader release.
Pika@pika_labsOfficialAI score22AIPika announced that developers can build with Ideogram 4.5 through the Pika API Club. The post links to the Ideogram 4.5 model page on Pika's developer platform.
Pika@pika_labsOfficialAI score22AIPika announces that users can try Ideogram 4.5 through its create platform, linking to an Ideogram app page in its image tools section. The post provides no details on features, pricing, or capabilities.
Georgi Gerganov@ggerganovXAI score36AIThe llama.cpp v0.6.0 release adds Clef support for text and vision, along with high-quality support for Qwen3.8-Flash-Next. It also brings a major Metal performance improvement and a new llama_batch_ext API, and the project website at llama.app has been refreshed.
Pika@pika_labsOfficialAI score22AIPika says users can make repeated edits with Ideogram 4.5 without degrading the original image quality. The post states the editing is up to 59% less expensive on Pika and the Pika API Club.
Nathan Lambert@natolambertXAI score43AIReflection AI has introduced Beam, an open agentic model with 501B total parameters and 23B active, trained end-to-end from scratch. The company says Beam advances the Western open frontier on coding and agentic tasks, with full weights set for release this month.
Reflection@reflection_aiOfficialAI score23AIReflection AI says its Beam model was pretrained in 4 weeks on 24T high-quality tokens, giving it innate coding capabilities. The company credits MoE stability improvements and large-scale data curation and deduplication for a base model it claims outperforms open-source base models of the same class. It presents this strong reasoning foundation as what makes sustained reinforcement learning gains possible.
Reflection@reflection_aiOfficialAI score42AIReflection AI says its Beam model, with a 500B form factor, combines strong agentic performance and efficient reasoning for enterprises, governments, and developers. Beam is in final red-teaming and will be released this month under an Apache 2.0 license, with quantized FP8 and NVFP4 versions for efficient deployment. Early access sign-ups are open on the company's platform.
Google for Developers@googledevsOfficialAI score20AIGoogle for Developers highlights Art Codec, an interactive web experience built by @soumyadesign in Google AI Studio. It lets users explore classic masterpieces through dynamic hotspots, motifs, and visual techniques.
Google for Developers@googledevsOfficialAI score22AIMatthew Tait built a Chrome extension that listens to students reading aloud and delivers instant phoneme-level pronunciation diagnostics. The tool is aimed at supporting reading comprehension. The post was shared by Google for Developers in reply to Antigravity.
Suno@sunoOfficialAI score29AISuno announces albums as a new feature for artists to present cohesive collections on the platform. The post introduces artists behind some of the first albums released on Suno, linking to a blog highlighting them.
Granola@meetgranolaOfficialAI score20AIGranola now automatically captures decks, designs, charts, and docs shared during meetings and adds them directly to users' notes. The feature lets users and their AI agents recall what was shown on screen, not just what was said.
Cognition@cognitionOfficialAI score58AICognition introduces Dreaming, a feature in which Devin builds a memory graph of how a user likes to work across sessions. At night, Devin self-improves this memory by removing stale records and discovering latent information. Cognition also says it is creating an open-source standard called Agent Memory Repo, linked in the post.
Cognition@cognitionOfficialAI score33AICognition introduced Agent Memory Repo, which stores memory records as files versioned with Git. The post says this simple primitive enables uses such as a message board shared across agent sessions.
Ideogram@ideogram_aiOfficialAI score20AIIdeogram 4.5 can convert famous paintings into realistic photographic scenes using the single prompt "Turn this painting into a realistic scene." The example shown is Edvard Munch's The Scream (1893), reimagined as a photo.
Vaibhav (VB) Srivastav@reach_vbXAI score42AIOpenAI has optimized inference for GPT-6 Astra and GPT-6.1 Sol, making them about 50% faster by default across subscription plans and Sign in with ChatGPT partners. The change requires no action from users and should be noticeable within two hours of rollout.
Liquid AI@liquidaiOfficialAI score37AILiquid AI released d1 with vision support, accepting images, text, or both as inputs. In tests on six real applications, d1 matched or beat GPT-6.1 Sol on four while costing 19x to 200x less than both GPT-6.1 Sol and Claude Opus 5.5. It returns probabilities for yes/no, choice, or score questions in one forward pass, with text decisions in 200 to 300 ms.
Liquid AI@liquidaiOfficialAI score36AILiquid AI's vision-enabled decision model d1 inspects parts directly from camera images and is described as the best such model currently on the market. It reaches 85% to 97% accuracy across four VisA inspection tasks covering circuit boards, candles, cashews, and chewing gum. It understands each task from a short description without task-specific training.
Muse@MuseOfficialAI score22AIDeveloper Wob Soriano ported Muse's gadget client to C so it runs natively on a PSP, a handheld kept in his house for over 15 years. Holding R and speaking into the built-in microphone gets an answer from Muse, with OpenAI providing the voice.
AILiquidAI has released d1-omni-600M on Hugging Face, a 587M-parameter model that answers named yes/no, choice and score questions over text, images or up to 30 seconds of speech in a single forward pass. It returns typed answers with zero output tokens by reading the model's distribution over options, and is built on LFM2.5-Encoder-350M with a 16,384-token context length. The model is not a chat model and does not generate text.
Google Antigravity@antigravityOfficialAI score20AIGoogle Antigravity shared a demo of a mini self-generating forest made entirely of colorful pencil strokes, built with Gemini 3.8 from a sketch reference and a prompt. The quoted post says the result came from turning an art sketch into an exploratory mini game.
Google Antigravity@antigravityOfficialAI score23AIGoogle Antigravity has integrated the AlphaGenome Atlas Skill into its scientific workbench, enabling AI agents to help researchers prioritize genetic variants, generate structural plots, and build testable hypotheses. The company showcases researchers Natasha and Kyle using the tool in a demonstration video.
LiveKit@livekitOfficialAI score30AILiveKit Agents pairs MAI-Transcribe-2-Streaming for speech-to-text, Gemma 4 on LiveKit Inference for reasoning and tool calls, and MAI-Voice-2.1-Flash for speech output in a demo support call. The post links separate speech-to-text and text-to-speech resources for developers.
Google AI@GoogleAIOfficialAI score46AILiving Models paired Google's Gemma 4 with BOTANIC-1, a plant-DNA model trained on 320 species, to identify causal genetic variants. In a melon yield test, the pipeline ranked the target mutation first out of 2,494 possibilities in under four minutes. The approach aims to speed up breeding of climate-resilient crops that would otherwise take years of field trials.