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All ⚡ AI Lessons (11414) ArXiv cs.AI Dev.to · FORUM WEB Dev.to AI Forbes Innovation OpenAI News Hugging Face Blog

Dev.to · FlareCanary ⚡ AI Lesson 47m ago

41% of APIs Drift Within 30 Days — What the Data Says About API Reliability

Most developers assume the APIs they depend on are stable. The data says otherwise. KushoAI's State...

ArXiv cs.AI 📄 Research Papers Explained 📄 Paper ⚡ AI Lesson 51m ago

The Non-Optimality of Scientific Knowledge: Path Dependence, Lock-In, and The Local Minimum Trap

arXiv:2604.11828v1 Announce Type: new Abstract: Science is widely regarded as humanity's most reliable method for uncovering truths about the natural world. Yet

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 51m ago

Self-Monitoring Benefits from Structural Integration: Lessons from Metacognition in Continuous-Time Multi-Timescale Agents

arXiv:2604.11914v1 Announce Type: new Abstract: Self-monitoring capabilities -- metacognition, self-prediction, and subjective duration -- are often proposed as

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 51m ago

GoodPoint: Learning Constructive Scientific Paper Feedback from Author Responses

arXiv:2604.11924v1 Announce Type: new Abstract: While LLMs hold significant potential to transform scientific research, we advocate for their use to augment and

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 51m ago

Narrative-Driven Paper-to-Slide Generation via ArcDeck

arXiv:2604.11969v1 Announce Type: new Abstract: We introduce ArcDeck, a multi-agent framework that formulates paper-to-slide generation as a structured narrativ

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 51m ago

The Long-Horizon Task Mirage? Diagnosing Where and Why Agentic Systems Break

arXiv:2604.11978v1 Announce Type: new Abstract: Large language model (LLM) agents perform strongly on short- and mid-horizon tasks, but often break down on long

ArXiv cs.AI 📄 Paper 51m ago

When to Forget: A Memory Governance Primitive

arXiv:2604.12007v1 Announce Type: new Abstract: Agent memory systems accumulate experience but currently lack a principled operational metric for memory quality

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 51m ago

Identity as Attractor: Geometric Evidence for Persistent Agent Architecture in LLM Activation Space

arXiv:2604.12016v1 Announce Type: new Abstract: Large language models map semantically related prompts to similar internal representations -- a phenomenon inter

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 51m ago

A longitudinal health agent framework

arXiv:2604.12019v1 Announce Type: new Abstract: Although artificial intelligence (AI) agents are increasingly proposed to support potentially longitudinal healt

ArXiv cs.AI 📄 Paper 51m ago

WiseOWL: A Methodology for Evaluating Ontological Descriptiveness and Semantic Correctness for Ontology Reuse and Ontology Recommendations

arXiv:2604.12025v1 Announce Type: new Abstract: The Semantic Web standardizes concept meaning for humans and machines, enabling machine-operable content and con

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 51m ago

Memory as Metabolism: A Design for Companion Knowledge Systems

arXiv:2604.12034v1 Announce Type: new Abstract: Retrieval-Augmented Generation remains the dominant pattern for giving LLMs persistent memory, but a visible clu

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 51m ago

Mathematics Teachers Interactions with a Multi-Agent System for Personalized Problem Generation

arXiv:2604.12066v1 Announce Type: new Abstract: Large language models can increasingly adapt educational tasks to learners characteristics. In the present study

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 51m ago

Human-Inspired Context-Selective Multimodal Memory for Social Robots

arXiv:2604.12081v1 Announce Type: new Abstract: Memory is fundamental to social interaction, enabling humans to recall meaningful past experiences and adapt the

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 51m ago

LLM-HYPER: Generative CTR Modeling for Cold-Start Ad Personalization via LLM-Based Hypernetworks

arXiv:2604.12096v1 Announce Type: new Abstract: On online advertising platforms, newly introduced promotional ads face the cold-start problem, as they lack suff

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 51m ago

Spatial Atlas: Compute-Grounded Reasoning for Spatial-Aware Research Agent Benchmarks

arXiv:2604.12102v1 Announce Type: new Abstract: We introduce compute-grounded reasoning (CGR), a design paradigm for spatial-aware research agents in which ever

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 51m ago

The A-R Behavioral Space: Execution-Level Profiling of Tool-Using Language Model Agents in Organizational Deployment

arXiv:2604.12116v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly deployed as tool-augmented agents capable of executing system-leve

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 51m ago

Long-Horizon Plan Execution in Large Tool Spaces through Entropy-Guided Branching

arXiv:2604.12126v1 Announce Type: new Abstract: Large Language Models (LLMs) have significantly advanced tool-augmented agents, enabling autonomous reasoning vi

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 51m ago

Aethon: A Reference-Based Replication Primitive for Constant-Time Instantiation of Stateful AI Agents

arXiv:2604.12129v1 Announce Type: new Abstract: The transition from stateless model inference to stateful agentic execution is reshaping the systems assumptions

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 51m ago

Towards Platonic Representation for Table Reasoning: A Foundation for Permutation-Invariant Retrieval

arXiv:2604.12133v1 Announce Type: new Abstract: Historical approaches to Table Representation Learning (TRL) have largely adopted the sequential paradigms of Na

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 51m ago

Beyond Factual Grounding: The Case for Opinion-Aware Retrieval-Augmented Generation

arXiv:2604.12138v1 Announce Type: new Abstract: RAG systems have transformed how LLMs access external knowledge, but we find that current implementations exhibi

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 51m ago

Development, Evaluation, and Deployment of a Multi-Agent System for Thoracic Tumor Board

arXiv:2604.12161v1 Announce Type: new Abstract: Tumor boards are multidisciplinary conferences dedicated to producing actionable patient care recommendations wi

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 51m ago

EMBER: Autonomous Cognitive Behaviour from Learned Spiking Neural Network Dynamics in a Hybrid LLM Architecture

arXiv:2604.12167v1 Announce Type: new Abstract: We present (Experience-Modulated Biologically-inspired Emergent Reasoning), a hybrid cognitive architecture that

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 51m ago

Evaluating Relational Reasoning in LLMs with REL

arXiv:2604.12176v1 Announce Type: new Abstract: Relational reasoning is the ability to infer relations that jointly bind multiple entities, attributes, or varia

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 51m ago

Policy-Invisible Violations in LLM-Based Agents

arXiv:2604.12177v1 Announce Type: new Abstract: LLM-based agents can execute actions that are syntactically valid, user-sanctioned, and semantically appropriate