Compare accepted end-to-end outcomes, tool permissions, intervention rate, recovery behavior and total cost on the same workload. A polished demo does not establish unattended reliability.
Agent systems · primary_technical_publication
AI is expanding beyond the data center as developers build a new generation of agents to act at the edge: monitoring driver attention and cabin
Automatisch gesichtet · hier nicht fachlich begutachtetForschungsnotiz lesen ↗Agent systems · primary_technical_publication
Building an autonomous agent requires a model, a harness, and domain-specific tools. To deploy an agent more securely, developers need a runtime that enforces...
Automatisch gesichtet · hier nicht fachlich begutachtetForschungsnotiz lesen ↗Agent systems · preprint
Web agents are typically evaluated with goals fully specified before execution and fixed thereafter, whereas real users often revise their requirements during interaction. To study
Automatisch gesichtet · hier nicht fachlich begutachtetForschungsnotiz lesen ↗Agent systems · preprint
When AI agents share channels and credentials, one agent can press another to break its operator's rule, a first step towards collusion. Output filters check
Automatisch gesichtet · hier nicht fachlich begutachtetForschungsnotiz lesen ↗Agent systems · preprint
Multi-step Web tasks often require several LLM agents to gather and combine evidence. The communication graph of a fixed workflow restricts which agents can read
Automatisch gesichtet · hier nicht fachlich begutachtetForschungsnotiz lesen ↗Agent systems · preprint
Large language models (LLMs) can improve task performance during learning, yet these gains do not necessarily reflect learners' ability to thereafter apply the knowledge and
Automatisch gesichtet · hier nicht fachlich begutachtetForschungsnotiz lesen ↗Agent systems · preprint
Clinical genomic analysis requires experts to integrate evolving guidelines, databases, and computational evidence. As sequencing has become increasingly accessible, this complex and labor-intensive process has
Automatisch gesichtet · hier nicht fachlich begutachtetForschungsnotiz lesen ↗Agent systems · preprint
Do research agents have taste, the judgment of which experiments are worth running before their outcomes are known? We give six frontier models seven recent
Automatisch gesichtet · hier nicht fachlich begutachtetForschungsnotiz lesen ↗Agent systems · preprint
High-quality articulated assets are essential for embodied perception, simulation, and manipulation, yet constructing them at scale remains difficult. Manual annotation and procedural modeling require substantial
Automatisch gesichtet · hier nicht fachlich begutachtetForschungsnotiz lesen ↗Agent systems · preprint
Recent advances in video world models have enabled the generation of increasingly realistic and interactive virtual environments, opening new possibilities for player-customizable gameplay. Agentic frameworks
Automatisch gesichtet · hier nicht fachlich begutachtetForschungsnotiz lesen ↗Agent systems · preprint
Video generation is shifting from end-to-end synthesis toward agentic generation, where planning, tool use, and feedback enable coherent, controllable multi-shot videos. In parallel, video world
Automatisch gesichtet · hier nicht fachlich begutachtetForschungsnotiz lesen ↗Agent systems · preprint
Tool-use benchmarks often score agents by final task success, but terminal outcomes can obscure whether the intermediate tool-call trajectory was executable. We propose prefix executability
Automatisch gesichtet · hier nicht fachlich begutachtetForschungsnotiz lesen ↗Clarifies the distinction between model capability, orchestration and enforced permissions without replacing the existing Sevensa stack.
Source: NVIDIA Developer · 2026-10-30
Separate AI source check · not peer review