Agents

GLM-5.2 is the step change for open agents

A capability threshold I've been carefully monitoring.…

CODA-BENCH: Can Code Agents Handle Data-Intensive Tasks?

Advanced agents are increasingly demonstrating the potential to operate as autonomous engineers, creating a growing demand for evaluation benchmarks that captur…

Repeated Bilateral Trade: The Quest for Fairness

We study repeated bilateral trade from a fairness perspective. At each round, a fresh seller-buyer pair arrives, and the platform posts a price before observing…

Defending against Adaptive Prompt Injection Attacks via Reasoning-enabled Task Alignment

Indirect prompt injection attacks hijack LLM-based agents by embedding malicious instructions in third-party data that the agent retrieves during task execution…

LandslideAgent with Multimodal LandslideBench: A Domain-Rule-Augmented Agent for Autonomous Landslide Identification and Analysis

Intelligent landslide hazard interpretation is critical for disaster prevention, yet current paradigms struggle to simultaneously extract visual features and hi…

Can In-Context Learning Support Intrinsic Curiosity?

Effective machine learning depends not only on how we model data, but also on what data we choose to collect. While large sequence models have revolutionized da…

LooseControlVideo: Directorial Video Control using Spatial Blocking

Precise 3D spatial orchestration in text-to-video generation remains a significant challenge, particularly for multi-object scenes where semantic layout and tem…

Connect the Dots: Training LLMs for Long-Lifecycle Agents with Cross-Domain Generalization Via Reinforcement Learning

This work presents a general framework for training large language models (LLMs) to "Connect the Dots" (CoD), a meta-capability required by long-lifecycle agent…

See-and-Reach: Precise Vision-Language Navigation for UAVs within the Field of View

UAV Vision-Language Navigation (UAV-VLN) is typically formulated as a holistic search-and-reach problem, where long-range target discovery and final target appr…

Eco Wave Power Turns Waves Into Watts With NVIDIA AI Infrastructure and Digital Twins

The next era of AI will not be defined by compute alone. Its growth will be determined by energy. As accelerated computing scales across AI factories, agentic A…

NVIDIA Vera CPU Opens the Way for Agentic Scientific AI at Los Alamos National Laboratory

Mission, Vision and Veritas — new Los Alamos National Laboratory (LANL) supercomputers to be built with HPE and NVIDIA — are tapping NVIDIA Vera CPUs to acceler…

From campaigns to continuous growth: AI capabilities shaping marketing

Capabilities built around insights, creativity, personalization, agentic commerce, and orchestration form the five core pillars of the future of marketing.…

Sakana Fugu: One Model to Command Them All

Sakana AI Releases ‘Fugu Ultra’ to Match Frontier Performance via Autonomous Model Orchestration.Our Fugu Ultra model stands shoulder-to-shoulder with leading m…

AWS says AI agents lack business context and security, launches two services to patch the gaps

At its summit in New York, AWS unveiled two new services. Continuum automatically detects, prioritizes, and fixes code vulnerabilities. Context builds a knowled…

Data2Story turns a CSV file into a verified interactive news article using seven AI agents

Seven AI agents work together like a newsroom. The "Data Journalist Agent" from Oxford and Stanford turns a CSV file into a finished interactive article with gr…

A Human-Augmenting Agentic Workflow for Causal Inference

Accelerate campaign workflow with insights from Adobe Marketing Agent for Amazon Quick

Amazon Quick and Adobe Marketing Agent help marketing teams access campaign insights within governed conversations in seconds. Marketers can ask questions about…

Upcoming deprecation of Opus 4.6 (fast)

We will deprecate Opus 4.6 (fast) across all GitHub Copilot experiences (including Copilot Chat, inline edits, ask and agent modes, and code completions), on Ju…

Anthropic brings Artifacts to Claude Code, letting teams share live pages from coding sessions

Claude Code can now turn work results into interactive web pages called "artifacts" and share them with your team. The pages pull from the full session context,…

Copilot code review: AGENTS.md support and UI improvements

Copilot code review now supports repository-level AGENTS.md files, and it’s easier to request a review from Copilot on draft pull requests with the Reques…

Google Deepmind treats its own AI agents like rogue employees with office keys

Google Deepmind treats its own AI agents as potential insider threats. The company's new "AI Control Roadmap" ties security measures to measurable AI capabiliti…

Amazon Bedrock AgentCore harness is now generally available: Go from idea to production-grade agent in minutes

Today, Amazon Bedrock AgentCore harness is generally available. Two API calls (CreateHarness to define an agent, and InvokeHarness to run it), and you have an a…

Copilot-authored pull requests now included in author searches

Searching for pull requests using author: now shows pull requests opened by Copilot cloud agent on the user’s behalf. For example, searching with author:@…

Adobe adds AI agents to Photoshop, Premiere, and more Creative Cloud apps

Adobe is rolling out its "creative agent" across its main Creative Cloud apps and third-party AI platforms like ChatGPT and Claude. Users describe what they wan…

The rise of the agentic shopper: ASOS’s AI investment

The British fashion retailer’s chief technology officer discusses why agentic AI represents ‘a structural shift’ in how consumers engage with brands.…

Rewiring Talent to Value in the age of AI

As humans enter a new era with AI agents as coworkers, companies need to update their framework for defining their most valuable roles. Here’s how to get starte…

Securing the future of AI agents

Securing internal systems with an AI Control Roadmap, combining traditional safeguards and real-time monitoring.…

At Cannes Lions, NVIDIA Partners Reshape Advertising and Marketing With AI

The digital era gave the advertising and marketing industry speed; the AI era is giving it autonomous operations. For companies building next-generation technol…

NeuralMUSIC: A Hybrid Neural-Subspace Framework for Robot Sound Source Localization

Reliable sound source localization is fundamental to robot audition, enabling autonomous robots to perceive spatial cues and operate effectively in dynamic envi…

EARS: Explanatory Abstention for Reliable Sub-Agent Modeling in Large-scale Multi-Agent Systems

In large-scale enterprise settings, centralized multi-agent systems (MAS) are increasingly adopted, in which a coordinator delegates user requests to lightweigh…