Pinterest has launched Ask Pinterest, an experimental application that lets users explore shopping ideas and seek personalized recommendations through a conversational AI interface. The product marks a meaningful shift from the platform's traditional browse-and-pin model, layering natural-language interaction onto Pinterest's established visual discovery strengths. The launch reflects broad industry momentum toward AI-powered conversational commerce, as major consumer platforms race to reduce friction between inspiration and purchase.
A Hugging Face blog post co-authored with Amazon demonstrates how to take AI models from the Hugging Face Hub all the way to running on physical robots. The integration combines Amazon's open-source Strands Agents agentic framework with Hugging Face's LeRobot robotics library to create an end-to-end pipeline. The result is a practical path for developers to deploy Hub-trained policies and models onto real robot hardware using agent-based orchestration.
A researcher has shared an open project — cells2pixels — showcasing high-resolution neural cellular automata (NCA), a technique where neural networks encode local update rules that cells apply iteratively to produce emergent, self-organizing images. The work extends prior NCA research by targeting higher output resolutions. Shared as a 'Show HN' post, it invites community feedback on the approach and implementation.
GLM-5.2, the latest open-weights model from Zhipu AI, has claimed the top position on the Artificial Analysis Intelligence Index among all openly available models. This marks a notable shift in the open-weights leaderboard, which tracks quality, speed, and price across dozens of frontier and community models. The result signals continued momentum from Chinese AI labs producing competitive open-weights alternatives to proprietary frontier systems.
Researchers have developed a unified model that simultaneously controls a robot's hands, feet, and torso, enabling full-body coordination. This approach allows robots to perform fine, dexterous tasks that previously required fragmented, limb-specific control systems. The advance represents a meaningful step toward humanoid or multi-limbed robots that can handle complex real-world manipulation with integrated motor intelligence.
Medical AI in China—and globally—has long been trapped in interlocking chicken-and-egg problems: you need clinical data to build good models, regulatory approval to deploy, and deployment evidence to earn approval. A Chinese domestic player, highlighted by QbitAI, is reported to have navigated this full end-to-end gauntlet. If validated, the breakthrough could offer a replicable commercial template for the broader medical AI sector in China.
Zhipu AI has released GLM-5.2, an open-source large language model that has claimed the top position in AI coding benchmarks among all models except Anthropic's Fable-5. The result marks a significant milestone for the open-source community, showing that the gap between proprietary frontier models and open-source alternatives in code generation continues to shrink. For developers seeking capable, self-hostable coding models, GLM-5.2 now represents the strongest open-source option available.
A top-tier startup specializing in embodied-AI brain systems has secured another funding round worth hundreds of millions of dollars, drawing fierce competition from 15 venture capital firms. The company pursues a world-model approach—building internal representations of physical environments to enable more generalizable robot reasoning. The deal underscores surging investor conviction in world-model architectures as the dominant path to scalable embodied intelligence.
Huawei's HarmonyOS AI assistant Xiao Yi shared a stage with renowned CCTV anchor Zhu Guangquan for a live stand-up comedy performance, testing the AI's real-time wit, timing, and cultural fluency in a high-profile public setting. QbitAI questions whether this event marks a new competitive phase for AI assistants — shifting beyond task utility into personality-driven, culturally embedded public performance. The showcase reflects the intensifying race among Chinese AI assistant platforms to demonstrate not just capability, but presence, humor, and live contextual awareness alongside human talent.
Kunlun Tech has unveiled Tiangong 3.1, a significant update to its AI platform, introducing two headline features: Skywork Design, a canvas-style creative workspace, and Dynamic Workflows, a multi-agent task orchestration system. Skywork Design gives users a visual surface for AI-assisted creation, while Dynamic Workflows enables coordinated AI agent teams to tackle complex, multi-step tasks. Together the additions position Tiangong 3.1 as both a creative and an agentic productivity platform.
Chinese autonomous driving company WeRide has secured its sixth consecutive championship at a major China autonomous driving competition, extending its own record for the longest winning streak in the event's history. The achievement underscores WeRide's sustained technical edge in China's increasingly competitive intelligent-driving landscape. The milestone comes as domestic AV players intensify efforts ahead of anticipated commercial scaling in the second half of 2026.
Zhipu AI has published GLM-5.2 on Hugging Face, framing the release around strong performance on long-horizon tasks — problems requiring sustained reasoning and planning across many dependent steps. The model continues the GLM lineage, one of China's most prominent open-source large-language-model families. By centering the announcement on long-horizon capability, Zhipu AI signals a strategic shift toward agentic and autonomous AI workflows rather than single-turn benchmark performance.
Microsoft has officially launched Copilot Cowork, an agentic AI feature available to Microsoft 365 Copilot subscribers. The tool is designed to execute complex, end-to-end tasks across multiple tools and workflows autonomously. It adopts a usage-based billing model and is now available worldwide as of today.
Artificial Analysis, an independent AI evaluation platform, has released benchmark results for Zhipu AI's GLM 5.2 language model. The evaluation covers the standard Artificial Analysis methodology, which typically assesses output quality, inference speed, and price-per-token. GLM 5.2 represents the latest iteration of Zhipu AI's flagship model series, positioning it against leading frontier models on a common scoring framework.
GLM-5.2 has claimed the leading position worldwide among open models on frontend coding benchmarks, marking a significant milestone for the open-source AI ecosystem. The release is accompanied by IndexShare, a new method targeting speculative decoding to improve inference throughput and reduce serving latency. Together, the two developments advance both capability and deployment efficiency for teams building with open models.
Together AI ran a head-to-head comparison between Kimi K2.7 Code and Claude Fable 5, generating 12 landing pages with each model under equivalent conditions. Kimi K2.7 Code cost 94% less while scoring within only a few points of Claude Fable 5 on every individual page. The experiment offers a concrete data point for teams seeking to reduce AI inference costs on structured content generation tasks without a proportional drop in output quality.
Stephen Wolfram announces version 15 of Wolfram Language and Mathematica, the long-standing symbolic computation platform used across research, engineering, and education. The headline addition is "built-in useful AI" — AI capabilities embedded directly into the language environment rather than bolted on externally. The release also delivers substantial new core functionality across the platform, continuing Wolfram's strategy of expanding the language's computational breadth with each major version.
NVIDIA has launched NVIDIA XR AI in public beta, a developer framework for creating multimodal AI agents designed to run on AR glasses and XR headsets. The release targets developers who want to embed hands-free AI assistance into spatial computing applications. By entering public beta, NVIDIA is seeding an early ecosystem ahead of a full production release, inviting developer feedback to shape the platform.
The UK government has partnered with Google DeepMind to develop an AI-powered prototype targeting the country's chronically slow housing planning process. The collaboration aims to accelerate application decisions, potentially unlocking a key bottleneck in UK housing supply. While still at prototype stage, the initiative signals growing government appetite for using frontier AI in public-sector infrastructure workflows.
The U.S. Department of Defense has publicly claimed credit for using artificial intelligence to write official reports required by Congress. The Pentagon also states that approximately 1.5 million of its military and civilian personnel are now using generative AI tools in their daily work. The disclosure raises significant questions about accountability, accuracy, and the integrity of legislative oversight when AI systems author formal statutory documents.
GPT-NL is a sovereign large language model initiative led by TNO, the Dutch national research organization, aimed at giving the Netherlands independent AI capabilities free from reliance on foreign — primarily American — cloud providers. The project focuses on Dutch-language performance and domestic data hosting, targeting government, healthcare, legal, and enterprise use cases subject to strict data residency rules. It reflects a broader European push to build competitive, nationally controlled AI infrastructure.
Google Research has published a blog post outlining Earth AI, a system that processes geospatial imagery—pixels—and converts the data into structured plans for restoring natural ecosystems. The work sits at the intersection of remote sensing, machine learning, and conservation science. It aims to help ecologists, land managers, and sustainability planners identify, prioritise, and act on restoration opportunities at scale.
Plaud has announced that its software business has crossed $100 million in annual recurring revenue, a milestone achieved alongside shipping more than two million AI-powered notetaker devices. The company competes in an increasingly crowded segment where AI-assisted transcription and meeting capture tools are proliferating. The dual hardware-plus-software model appears to be generating meaningful recurring subscription income on top of device sales.
In the 18th installment of his interview series, Interconnects author Nathan Lambert speaks with Finbarr Timbers about the post-training techniques used at frontier AI labs. The conversation examines the methodologies — including supervised fine-tuning, reinforcement learning from human feedback, and preference optimization — that shape model behavior after pretraining. The discussion offers a practitioner's perspective on the evolving landscape of alignment and capability tuning at scale.
SpaceX has announced a $60 billion acquisition of Cursor, the AI-powered code editor, days after its own IPO. The deal is framed as a strategic move to attract enterprise customers and narrow the competitive gap with Anthropic and OpenAI. The takeover was signaled in advance and represents one of the largest AI-sector acquisitions to date.
A critical vulnerability in Microsoft Copilot, named SearchLeak, allowed malicious actors to steal two-factor authentication codes from users — among the most sensitive short-lived credentials in any security workflow. The exploit exposes a recurring weakness in LLM-integrated products: AI assistants with broad data access create novel attack surfaces that conventional security models fail to contain. Ars Technica frames the incident as evidence of the AI industry's persistent, systemic inability to get ahead of LLM-specific security threats.
SpaceX has agreed to acquire Anysphere, the company behind the popular Cursor AI coding agent, for $60 billion in what would rank among the largest AI software deals ever recorded. The acquisition marks a dramatic expansion of SpaceX's footprint beyond aerospace and satellite services into developer productivity and AI tooling. Cursor has emerged as one of the most widely adopted AI-native code editors among professional software developers.
Shanghai Jiao Tong University (SJTU) and Chinese AI company Taichu Yuanji have signed a cooperation agreement focused on AI for Science (AI4S). The partnership represents a university-enterprise joint push to accelerate the application of artificial intelligence to scientific research. Specific collaborative programs, funding details, and research domains were not disclosed in the available content.
AnySearch, a search infrastructure tool designed for AI agents, attracted 100,000 developers in its first month since launch. The platform's core proposition is extending agent capabilities beyond conventional web-page retrieval to broader, structured data sources. The rapid developer adoption signals strong market demand for richer, multi-source search APIs tailored to agentic workflows.
Meta has activated an AI answering feature on Facebook that pulls from users' public posts to generate search results without explicit consent. The rollout offers no opt-out mechanism, leaving users with no recourse if they object to their content being used this way. Critics argue the change unilaterally redefines what 'public' means on the platform, raising serious privacy concerns for anyone who has ever posted publicly on Facebook.