Google Cloud Ships llm-d 1.0 With Cache-Aware Routing for TPU and GPU Fleets
Google, Red Hat and IBM released llm-d 1.0, an open-source Kubernetes-native stack for distributed LLM inference. It adds multi-tenant flow control, zero-downtime upgrades and agent-aware routing across vLLM, SGLang, TPUs and GPUs.
The post Google Cloud Ships llm-d 1.0 With Cache-Aware Routing for T...
Southeast Asia’s digital economy to hit $368 billion
Cover image for the e-Conomy SEA 2026 report titled Building the intelligent economy by Google, Temasek, and Bain and Company. A 3D illustration features a glowing yellow star surrounded by miniature scenes representing digital sectors, including data cen
High-dimensional layer-state trajectories reveal the internal dynamics of transformer inference
arXiv:2610.26866v1 Announce Type: new
Abstract: Mechanistic studies of large language models localize function in parameters, attention heads or neurons, but those parts do not specify how one inference unfolds. We treat the ordered layer-state trajectory as the empirical process and test whether l...
Steerable Pluralistic Policy Alignment from Anonymized Crowd Feedback
arXiv:2610.26914v1 Announce Type: new
Abstract: Pluralistic alignment requires AI systems to learn from diverse populations whose preferences may reflect heterogeneous or even conflicting objectives, and to personalize their behavior to individual users. Existing approaches in pluralistic alignment...
Dynamic System Inspired Continuous Large Language Model for AI4Science Tasks
arXiv:2610.26959v1 Announce Type: new
Abstract: Scientific foundation models increasingly operate on continuous phenomena, yet still use discrete residual computation. We ask whether pretrained residual transformations can support additional latent computation without expanding the backbone. To tes...
Navalia: Advancing Cowork Agents through Verifiable Task Synthesis and Long-Horizon Post-Training
arXiv:2610.26887v1 Announce Type: new
Abstract: Large language model (LLM) agents are evolving from conversational assistants into Cowork Agents capable of autonomous planning, tool use, and complex task execution. Financial analysis requires these agents to integrate cross-document evidence and pe...
Large language model and reinforcement learning based autonomous construction and progress updates
arXiv:2610.26899v1 Announce Type: new
Abstract: Due to the rapid growth of the global population, traditional construction methods are gradually unable to meet the current housing demand. The advancement of machine learning algorithms has encouraged researchers to explore their applications in the ...
DataPraxis: Scaling Analytics Tasks via Verified Workspace Evolution
arXiv:2610.26924v1 Announce Type: new
Abstract: General-purpose agents are increasingly expected to perform professional analytics work, which requires sustained reasoning, iterative investigation, and reliable evidence. Training these capabilities requires diverse and challenging tasks. However, g...
Anthropic pitches AI safety bill that may block a model if 50+ people could be killed
The proposed policy seems to offer protections against AI run amok but actually forbids federal agencies from blocking a model's release without the permission of a judge.
SpaceX’s data centers and Grok agents have been more profitable than investors expected in second quarter of the year, as the company leaves its roots as a space company behind to focus on artificial intelligence, which now makes up 52% of its income. Elon Musk’s deep conglomerate reported on Tuesda...
OpenAI acquires startup Orchestra Bio to beef up its biotech business
OpenAI says it's adding Orchestra's team and technology to work on Rosalind, its AI model for life sciences research, and to its related Rosalind Workbench tool, a harness that aims to help researchers plan experiments and analyze results.
Plants can speak using electricity, so this startup built an AI model to decipher their language
Electric Plant has built an AI-powered translator to help humans listen to what plants are saying with the subtle electricity coursing through their stems.
Synthetic-to-Real Transfer with Frozen DINOv3 Features
Training models on procedurally generated datasets for card detection and segmentation
The post Synthetic-to-Real Transfer with Frozen DINOv3 Features appeared first on Towards Data Science.
DeepSeek Open-Sources DeepInfer, the Inference Framework Behind DeepSeek-V4.1-Flash
DeepSeek has open-sourced DeepInfer, the Apache 2.0 inference framework that serves DeepSeek-V4.1-Flash in production. It targets NVIDIA SM100 GPUs and Huawei Ascend 950 NPUs, and ships offline inference only.
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Skill or MCP Server? Ask What Stops the LLM From Disobeying
Towards Spec-Driven Test Automation, Part 4
The post Skill or MCP Server? Ask What Stops the LLM From Disobeying appeared first on Towards Data Science.
The Roadmap to Becoming an AI Product Manager in 2026
A structured four-phase roadmap for building the technical fluency, evaluation skills, and governance literacy needed to succeed as an AI product manager in 2026.
US orders federal agencies to remove China’s DeepSeek AI from their systems
The US has ordered federal civilian agencies to remove DeepSeek products and third-party services built using its technology, citing national security concerns.
Eka is worth $1.45B thanks to a physical AI model that has experts raving
Eka Robotics may be the first robotic arm that is actually good at picking a wide range of objects up, and it is so smooth and human-like, it is wowing the industry.