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Tactile robotics is expanding from sensor hardware into datasets, foundation models, and evaluation benchmarks. Research shows touch improves physical reasoning and robot success, but inconsistent sensor formats create major cross-device transfer challenges.
Jingxin Microelectronics has successfully powered on its domestically developed RapidIO 3.2 switch chip SR1820 and RapidIO 3.2-to-PCIe 4.0 bridge chip ST0420. The chips completed all primary functional use cases in under one hour after returning from fabrication.
Generative recommenders are shifting recommendation objectives from embedding similarity toward predicting a user's next action or item. The approach uses user-history sequences and large catalogs to rethink how recommendation systems are trained and served at scale.
Investor Duan Yongping bought back 301,400 Alibaba shares worth about $28.93 million, representing only 0.15% of his portfolio. The small position suggests renewed observation rather than strong conviction, especially as Alibaba explores AI cooperation with Apple while PDD Holdings receives a much larger allocation.
This systematic review examines how large language models support mental-health applications, including social-media analysis, clinical conversational agents, therapy support, and psychoeducation. It also covers multimodal diagnosis, prompt engineering, interpretability, and the ethical and regulatory safeguards needed for responsible deployment.
This survey frames self-evolving LLM agents as dynamic graphs whose memories, tools, skills, workflows, and relationships change over time. It presents four evolution taxonomies, connects nine dynamic-graph-learning fields to agent capabilities, and proposes graph-aware evaluation and governance protocols.
Apple Machine Learning presents a lexical-intervention approach for improving cross-lingual knowledge transfer when target-language data is scarce. The work targets downstream capabilities such as scientific reasoning, commonsense inference, and world knowledge without relying heavily on parallel data, translation systems, or auxiliary models.
AI-powered sizing tools aim to help shoppers choose the right clothing size online. Brands hope better recommendations will improve customer satisfaction and reduce costly returns.
Autodesk presented its vision for design and manufacturing digital transformation at Design & Make Summit Japan 2026. The keynote emphasized connected data foundations and changes to design and manufacturing workflows in the AI era.
Samsung Foundry is reportedly raising prices for multiple process nodes as customer orders increase. In July, SF4 4nm wafer prices rose 10%–15% for US and Chinese customers, while Taiwan customers saw increases of about 5%–10%; SF5 5nm prices also increased 10%–15%.