Autonomous agents, tool use, and agentic systems
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We're in the DNS era of agent infrastructure. Before agents can find and trust each other at scale, you need identity, attestation, reput...
In addition to their efforts around the Lemonade SDK itself, AMD software engineers working on their AI initiatives continue to be invest...
![[2602.13255] DPBench: Large Language Models Struggle with Simultaneous Coordination](https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png){kind=logo}
The paper introduces DPBench, a benchmark assessing how well large language models (LLMs) coordinate in multi-agent systems, revealing si...
The paper introduces Lang2Act, a novel framework for enhancing visual reasoning in Vision-Language Models (VLMs) through self-emergent li...
NL2LOGIC presents a novel framework for translating natural language into first-order logic using large language models, enhancing accura...
The paper presents a novel framework, Dual-Cycle Adversarial Self-Evolution, aimed at enhancing the safety and fidelity of role-playing a...
The paper presents a novel framework for understanding intelligence through the lens of trajectory-dominant Pareto optimization, addressi...
The paper presents SSLogic, a novel framework for scaling logical reasoning in reinforcement learning, enhancing the synthesis of verifia...
The paper presents BotzoneBench, a scalable framework for evaluating Large Language Models (LLMs) using graded AI anchors, addressing the...
This paper presents an agentic AI system for commercial insurance underwriting that incorporates adversarial self-critique to enhance dec...
The paper presents AMOR, an entropy-based metacognitive gate that enhances attention switching in state space models, improving efficienc...
The article discusses the shift from scaling AI models to enhancing memory and continual learning as key factors for achieving human-like...
A recent Google-Ipsos report reveals that South Africans are increasingly adopting AI tools for learning, work, and major life decisions,...
The article discusses how AI is revolutionizing document processing and PDF workflows, highlighting advancements in automation, accuracy,...
This article discusses the use of linear RNNs for state-tracking tasks, particularly focusing on permutation composition and its implicat...
This article explores how transformers process indexical language, focusing on self-reference circuits and their implications for underst...
Airbnb's AI agents now handle 30% of customer support tickets in North America, enhancing service efficiency and customer satisfaction as...
Anthropic's Claude Code update conceals file access details, prompting backlash from developers who rely on this information for effectiv...
AI advancements are set to simplify medical scan reports, making them more comprehensible for patients, enhancing their understanding of ...
Reddit emphasizes the value of human-generated content as users seek authentic interactions amid a surge of AI-generated material, highli...
A wave of malicious browser extensions masquerading as AI assistants has emerged on Google’s Chrome web store, stealing users' personal i...
Manus has launched personal AI agents in Telegram, enabling users to create customized agents for complex tasks. More integrations with o...
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