- 资讯公开站rss_arxiv_cs_ai
ROAR: Unifying Runs across Heterogeneous AI-Driven Research Systems
arXiv:2610.03966v1 Announce Type: new Abstract: Each run of an AI-driven research system (ADRS) is an expensive search over a vast solution space, and dependable evaluation requires many runs, making run data both costl…
- 资讯公开站MIT Technology Review
X-energy and its helium-cooled nuclear reactors
X-energy is developing small modular reactors to satisfy some of the planet’s most power-hungry users: industrial manufacturers that need high temperatures to produce billions of tons of concrete, plastics, fibers, and c…
- 资讯公开站Digitimes
SDC, LGD seek longer tax credits, cash refunds for OLED investment amid intensifying China competition
Samsung Display (SDC) and LG Display (LGD) are calling on the South Korean government to strengthen tax incentives for OLED investment and research as intensifying competition from Chinese panel makers raises pressure to…
- 论文公开站arXiv
Transcriptome-informed multi-modal AI for predicting neoadjuvant therapy response from breast cancer biopsies
Scarcity of labeled data limits development of deep learning biomarkers in oncology. We develop a two-stage AI model predicting pathological complete response (pCR) to neoadjuvant therapy in breast cancer. The first stag…
- 资讯公开站MIT Technology Review
Don’t be fooled—LLMs don’t reason
On an afternoon in Seoul in March 2016, I watched a program I helped build put a stone on the fifth line of a Go board in what looked like a gift to its human opponent. Move 37 in game two of the five-game match looked s…
- 资讯公开站Digitimes
China ramps up Micro OLED capacity ahead of proven smart glasses demand
As smart glasses draw growing market attention, Chinese suppliers including BOE, SeeYA Technology and Sidtek are expanding Micro OLED production. Display industry sources caution, however, that demand for the panels rema…
- 论文公开站arXiv
MatLoom: Layered Text-to-Material Generation in a Compact Program Space
Material generation should produce not only an appearance, but also the rules that construct it. We introduce MatLoom, a compact, layer-oriented language for text-to-material generation with pretrained language models. E…
- 资讯公开站Digitimes
评论：Garmin回归OLED，Micro LED面临警示
Commentary: Garmin returns to OLED, putting Micro LED on notice
Garmin在其新旗舰智能手表fenix 9和fenix 9 Pro中提供OLED选项但无Micro LED版本，这重新引发了关于这一新兴显示技术是否准备好持续商业竞争的辩论。这一转变发生在Garmin约一年后。
- 资讯公开站Digitimes
Micro LED智能手表受挫，成本仍是致命障碍
Micro LED smartwatches set back as costs remain a fatal hurdle
近年来，Micro LED已在多个终端市场应用中实现量产，但仍面临来自OLED的激烈竞争。Garmin的新fenix 9智能手表回归OLED面板，而非使用Micro LED显示技术。
- 资讯公开站CNX Software
LILYGO T-Dongle-C5：带 microSD 卡槽的 ESP32-C5 USB 加密狗，可选 0.96 英寸 OLED
LILYGO T-Dongle-C5 – An ESP32-C5 USB dongle with microSD card slot, optional 0.96-inch OLED
摘要显示，LILYGO T-Dongle-C5 是一款基于乐鑫 ESP32-C5 的 USB 加密狗，支持双频 WiFi 6、BLE 5.0 与 802..15.4，是此前 ESP32-S3 版 T-Dongle-S3 的升级款。其配备单核 240MHz RISC-V 主核与 40MHz 低功耗核，内置 384KB SRAM、8MB PSRAM 与 16MB Flash，保留 microSD 卡槽、USB-A 公头与可选 0.96 英寸…
意义：为开发者提供低成本、带扩展接口的双频 WiFi 6 与 802.15.4 开发平台，适合 IoT 网关、无线调试与边缘设备原型。
- 资讯公开站IEEE Spectrum
未来是无风扇：液冷AI服务器实现100%热量捕获
The Future Is Fanless: 100% Heat Capture for Liquid Cooled AI Servers
摘要显示，当服务器机架功率超过250千瓦时，液气混合冷却方案不再可行，70/30的液气分配会留下75千瓦的空气负载，带来高昂成本和复杂性。CoolIT提出近乎完全的热量捕获方案，通过液冷承担几乎全部散热，空气负载降至1%以下，使服务器可无风扇运行。该方案基于模块化冷板模块，已历经六代无风扇设计验证。随着处理器TDP持续攀升，内存、网络、存储和电源组件也面临散热压力。
意义：为高密度AI服务器提供无风扇液冷路径，降低散热成本与复杂度，推动数据中心向全液冷演进。
- 资讯公开站MIT Technology Review
别被今夏的AI炒作所迷惑
Don’t be fooled by this summer of AI hype
摘要显示，MIT Technology Review 指出今夏AI炒作频繁：4月底 Anthropic 宣称其模型 Claude Mythos 在发现软件漏洞方面胜过多数安全专家；随后发生 OpenAI–Hugging Face 黑客事件，Anthropic 高调、Meta 不情愿地披露了涉及各自模型的类似事件。文章提醒读者理性看待这些宣称。
意义：提醒开发者与AI从业者审慎对待厂商的模型能力宣称，AI安全事件披露可能带有营销动机。
- 资讯公开站Nature News
电致发光光刻胶将光刻缩放扩展至 OLED
Electroluminescent photoresists extending lithographic scaling to OLEDs
该研究提出一种电致发光光刻胶方案，试图将半导体光刻中的图形化缩放思路迁移到 OLED 制造中。由于原文摘要缺失，具体材料体系、分辨率指标与器件性能均无法确认，仅能判断其目标是在 OLED 像素图形化环节引入光刻级精度。
意义：若成立，可能把光刻级图形化能力带入OLED像素制造，影响高分辨率显示与微显示工艺路线。
- 资讯公开站ScienceDaily Matter & Energy
电子构成的奇异晶体首次揭示其隐藏运动
A strange crystal made of electrons just revealed its hidden motion
物理学家在接近绝对零度的原子级薄材料上照射光，通过光学信号探测到维格纳晶体这一电子排列成类晶体图案的量子态，不仅揭示电子位置，还显示其协同运动方式，为研究这类量子态提供新方法。
意义：为探测和操控强关联电子量子态提供新光学手段，有望推动量子材料与量子计算研究。
