- 资讯公开站Digitimes
Southern Taiwan Science Park approves three new companies, pushing 2026 investment over NT$100 billion
The Southern Taiwan Science Park (STSP) has approved the entry of three new companies—Fangsco, Nanya Technology, and South Korea's Hansol Chemical—pushing the park's cumulative investment to more than NT$100 …
- 资讯公开站Digitimes
Swancor expands recycled materials, eyes recyclable carbon fiber for drone components
Swancor Holding subsidiary Swancor Regener is jointly exhibiting with Aeraxa Aerospace Technology at the Taichung AI and Smart Manufacturing Show in Taichung, Taiwan, showcasing products and technologies including recycl…
- 资讯公开站Digitimes
Onsemi revises Synaptics takeover deal after rival bid
Onsemi has amended its agreement to buy Synaptics in an all-cash deal, a move that could reshape semiconductor competition and affect global technology supply chains. The revised cash transaction offers Synaptics shareho…
- 论文公开站arXiv
Generative modeling of intrinsically disordered protein regions by reinforcing sparse autoencoder features
Intrinsically disordered protein regions (IDRs) play central roles in cellular processes such as transcriptional regulation, signal transduction, and subcellular localization, yet their functional design remains challeng…
- 论文公开站arXiv
Trust the Direction, Search the Step: Zero-and-First-Order Methods for LLM Fine-Tuning
Step-size selection remains a central challenge in large-scale neural network optimization; conservative steps slow convergence, while aggressive steps can destabilize it. We combine \textbf{Z}ero-and-\textbf{F}irst-\tex…
- 论文公开站arXiv
The Missing Primitive: Diagnosing and Repairing Mathematical Reasoning in Large Language Models
While Large Language Models (LLMs) have demonstrated striking capabilities on frontier mathematical problems, it remains unclear whether they possess the structural mathematical understanding underlying their solutions. …
- 论文公开站arXiv
Hierarchical Continuous Diffusion Language Models
Discrete diffusion language models offer a compelling alternative to autoregressive generation for tasks demanding bidirectional reasoning and global constraint satisfaction. Yet they share a structural bottleneck: when …
- 论文公开站arXiv
Cost-augmented Schrödinger bridges on graphs are exactly solvable: a Feynman-Kac tilt replaces learned control
The generalized Schrödinger bridge on a graph moves mass between two distributions while charging a cost for the states visited. It has been approached by learning the rates of a controlled continuous-time Markov chain, …
- 论文公开站arXiv
InterEvolve: Test-Time Evolution of Reward Programs for Humanoid Loco-Manipulation
We study test-time evolution for humanoid loco-manipulation: solving tasks that a controller was never trained for by repurposing its existing skills, improving from its own attempts, and retaining what it learns, withou…
- 论文公开站arXiv
FERPO: Forward Entropy-Regularized Policy Optimization
Several state-of-the-art methods for online reinforcement learning in continuous control improve policies using action gradients of a learned critic. However, critics are typically trained to predict returns, and accurat…
- 论文公开站arXiv
TACO: Ternary Absolute-max Column-wise One-sparse Optimizer for LLM Fine-Tuning
Full-parameter fine-tuning of large language models (LLMs) incurs substantial optimizer state memory overhead, limiting the model sizes that fit on modern GPUs. Existing approaches either compress optimizer state, abando…
- 论文公开站arXiv
VISTA: A Visual Harness for Reasoning in an Interactive World
We show that multimodal models possess strong reasoning abilities and that an appropriate harness can unlock their potential to solve tasks across diverse interactive environments. We introduce VISTA, a visual harness th…
- 论文公开站arXiv
SILSA: Sliding-Window Slice Latents for Topology-Preserving High-Resolution 3D Generation
High-resolution 3D generation increasingly relies on voxel latents and multi-stage pipelines that first predict active structure and then synthesize local geometry. While effective, this design fragments continuous surfa…
- 论文公开站arXiv
ScholarCatalyst: A Benchmark for Retrieving Papers That Inspire New Research
What makes great scientists great? Even as AI systems start to make progress on open problems, scientists remain far ahead of them at sensing which prior idea, buried in an ever-growing archive of research, a new problem…
- 论文公开站arXiv
Embedding Prediction Helps Image Generation
In diffusion transformers, a class label or a text prompt is embedded once, and the same condition is reused at every denoising step. We ask whether predicted embeddings can serve as this condition instead. Next-Embeddin…
- 论文公开站arXiv
Reconstruct, Practice, Go Real: Guided Self-Improvement for Embodied Agents
Building reliable robot capabilities across diverse tasks requires substantial human effort to develop and maintain skills, design rewards, and integrate perception with control. We present Reconstruct, Practice, Go Real…
- 论文公开站arXiv
KaliBench: A Fine-Grained Benchmark for Cybersecurity Tool Use on Kali Linux with Runtime-Free Verifiable Rewards
LLMs are increasingly applied to cybersecurity workflows, where they are expected to translate analysts' intent into tool invocations. However, existing evaluations focus on knowledge-based assessments or end-to-end agen…
- 论文公开站arXiv
One Basis to Animate Them All: Gaussian Blendshape Distillation for Real-Time Avatars
3D Gaussian avatars support fast rendering, however, their real-time animation is often challenged by the costly neural inference. We address this bottleneck and show that the animation of pretrained avatar models can be…
- 资讯公开站Ars Technica
Venus' mysterious haze is actually cosmic dust
A physical model show that iron dust and sulfuric acid create the right properties.
- 资讯公开站Ars Technica
SpaceX describes surgical intervention before launch of latest crew mission
- 资讯公开站Electrek
Tesla Model 3 gets range and performance boost, plus a new 16-inch screen in US
Tesla is now putting its larger 16-inch center touchscreen in every Model 3 sold in the US, Puerto Rico, and Mexico, a day after it rolled out the same upgrade in China. The Model 3 Performance also gets a black headl…
- 资讯公开站Electrek
Tesla launches capability to drive away while plugged in after deadly Supercharger shooting
Tesla launched a new feature called “Emergency Drive Away” that lets drivers shift into Drive and leave while still plugged into a Supercharger. The update comes two months after a gunman shot three people in Teslas a…
- 资讯公开站CNX Software
ASRock Industrial NUC 300 series – Intel Core 3 304/Core 5 320 mini PCs and motherboards
ASRock Industrial has introduced the NUC Core 300 BOX series of mini PCs and the NUC Core 300 motherboards built around Intel Core Series 3 Wildcat Lake-U processors. The lineup includes the NUC BOX-320, with the Intel C…
- 资讯公开站Digitimes
Samsung SDI's new LFP battery shows how AI is reshaping battery markets beyond EVs
The aggressive rollout of large-scale infrastructure projects has brought increasingly visible changes across global economies and major technology supply chains, with much of that transformation now unfolding under the …
- 资讯公开站Digitimes
Huawei leads global smartwatch market, but earbuds reveal different competitive picture
Huawei has regained momentum across its consumer device business, but its position in the global wearables market is becoming increasingly uneven: the Chinese technology giant has taken the global smartwatch crown, while…
