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arXiv:2604.02971v1 Announce Type: new Abstract: Recent agentic search systems have made substantial progress by emphasising deep, multi-step reasoning. However,

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 5d ago

Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence?

arXiv:2604.03016v1 Announce Type: new Abstract: Multimodal Large Language Models (MLLMs) are evolving from passive observers into active agents, solving problem

ArXiv cs.AI 🛠️ AI Tools & Apps 📄 Paper ⚡ AI Lesson 5d ago

Automatic Textbook Formalization

arXiv:2604.03071v1 Announce Type: new Abstract: We present a case study where an automatic AI system formalizes a textbook with more than 500 pages of graduate-

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 5d ago

Chart-RL: Policy Optimization Reinforcement Learning for Enhanced Visual Reasoning in Chart Question Answering with Vision Language Models

arXiv:2604.03157v1 Announce Type: new Abstract: The recent advancements in Vision Language Models (VLMs) have demonstrated progress toward true intelligence req

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 5d ago

Coupled Control, Structured Memory, and Verifiable Action in Agentic AI (SCRAT -- Stochastic Control with Retrieval and Auditable Trajectories): A Comparative Perspective from Squirrel Locomotion and Scatter-Hoarding

arXiv:2604.03201v1 Announce Type: new Abstract: Agentic AI is increasingly judged not by fluent output alone but by whether it can act, remember, and verify und

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 5d ago

Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling

arXiv:2112.07874v2 Announce Type: cross Abstract: We examine the extent to which, in principle, linguistic graph representations can complement and improve neur

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 5d ago

Reanalyzing L2 Preposition Learning with Bayesian Mixed Effects and a Pretrained Language Model

arXiv:2302.08150v2 Announce Type: cross Abstract: We use both Bayesian and neural models to dissect a data set of Chinese learners' pre- and post-interventional

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 5d ago

Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures

arXiv:2305.18915v1 Announce Type: cross Abstract: In this work we build upon negative results from an attempt at language modeling with predicted semantic struc

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 5d ago

LLM Reasoning with Process Rewards for Outcome-Guided Steps

arXiv:2604.02341v1 Announce Type: cross Abstract: Mathematical reasoning in large language models has improved substantially with reinforcement learning using v

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 5d ago

Haiku to Opus in Just 10 bits: LLMs Unlock Massive Compression Gains

arXiv:2604.02343v1 Announce Type: cross Abstract: We study the compression of LLM-generated text across lossless and lossy regimes, characterizing a compression

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 5d ago

UI-Oceanus: Scaling GUI Agents with Synthetic Environmental Dynamics

arXiv:2604.02345v1 Announce Type: cross Abstract: Scaling generalist GUI agents is hindered by the data scalability bottleneck of expensive human demonstrations

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 5d ago

DrugPlayGround: Benchmarking Large Language Models and Embeddings for Drug Discovery

arXiv:2604.02346v1 Announce Type: cross Abstract: Large language models (LLMs) are in the ascendancy for research in drug discovery, offering unprecedented oppo

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 5d ago

OPRIDE: Offline Preference-based Reinforcement Learning via In-Dataset Exploration

arXiv:2604.02349v1 Announce Type: cross Abstract: Preference-based reinforcement learning (PbRL) can help avoid sophisticated reward designs and align better wi

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 5d ago

Differentiable Symbolic Planning: A Neural Architecture for Constraint Reasoning with Learned Feasibility

arXiv:2604.02350v1 Announce Type: cross Abstract: Neural networks excel at pattern recognition but struggle with constraint reasoning -- determining whether con

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 5d ago

An Initial Exploration of Contrastive Prompt Tuning to Generate Energy-Efficient Code

arXiv:2604.02352v1 Announce Type: cross Abstract: Although LLMs are capable of generating functionally correct code, they also tend to produce less energy-effic

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 5d ago

Prism: Policy Reuse via Interpretable Strategy Mapping in Reinforcement Learning

arXiv:2604.02353v1 Announce Type: cross Abstract: We present PRISM (Policy Reuse via Interpretable Strategy Mapping), a framework that grounds reinforcement lea

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 5d ago

Dynamic Mask Enhanced Intelligent Multi-UAV Deployment for Urban Vehicular Networks

arXiv:2604.02358v1 Announce Type: cross Abstract: Vehicular Ad Hoc Networks (VANETs) play a crucial role in realizing vehicle-road collaboration and intelligent

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 5d ago

Using LLM-as-a-Judge/Jury to Advance Scalable, Clinically-Validated Safety Evaluations of Model Responses to Users Demonstrating Psychosis

arXiv:2604.02359v1 Announce Type: cross Abstract: General-purpose Large Language Models (LLMs) are becoming widely adopted by people for mental health support.

ArXiv cs.AI 📐 ML Fundamentals 📄 Paper ⚡ AI Lesson 5d ago

TRACE: Traceroute-based Internet Route change Analysis with Ensemble Learning

arXiv:2604.02361v1 Announce Type: cross Abstract: Detecting Internet routing instability is a critical yet challenging task, particularly when relying solely on

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 5d ago

CIPHER: Conformer-based Inference of Phonemes from High-density EEG

arXiv:2604.02362v1 Announce Type: cross Abstract: Decoding speech information from scalp EEG remains difficult due to low SNR and spatial blurring. We present C

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 5d ago

Beyond Message Passing: Toward Semantically Aligned Agent Communication

arXiv:2604.02369v1 Announce Type: cross Abstract: Agent communication protocols are becoming critical infrastructure for large language model (LLM) systems that

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 5d ago

A Survey on AI for 6G: Challenges and Opportunities

arXiv:2604.02370v1 Announce Type: cross Abstract: As wireless communication evolves, each generation of networks brings new technologies that change how we conn

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 5d ago

Internalized Reasoning for Long-Context Visual Document Understanding

arXiv:2604.02371v1 Announce Type: cross Abstract: Visual long-document understanding is critical for enterprise, legal, and scientific applications, yet the bes

ArXiv cs.AI 💻 AI-Assisted Coding 📄 Paper ⚡ AI Lesson 5d ago

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis

arXiv:2604.02382v1 Announce Type: cross Abstract: The scale and complexity of modern cloud infrastructure have made Infrastructure-as-Code (IaC) essential for m