arXiv:2607.19949v4 Announce Type: replace Abstract: Smartphone personal assistants reason over longitudinal personal data, yet evaluating them requires…
Category: AI
DATAREEL: Automated Data-Driven Video Story Generation with Animations
arXiv:2604.25220v2 Announce Type: replace Abstract: Data videos combine animated visualizations with synchronized narration to communicate quantitative…
In-Context Examples Suppress Scientific Knowledge Recall in LLMs
arXiv:2604.27540v2 Announce Type: replace Abstract: Scientific reasoning rarely stops at what is directly observable; it often requires uncovering hidden…
Trustworthy Agent Network: Trust in Agent Networks Must Be Baked In, Not Bolted On
arXiv:2605.19035v2 Announce Type: replace Abstract: The rapid advancement of Large Language Models has given rise to autonomous LLM-based agents capable…
Ratchet: How Reliable Must an LLM Judge Be to Retire a Skill?
arXiv:2605.22148v3 Announce Type: replace Abstract: A large language model (LLM) agent that writes and edits its own skill library must also decide which…
Minimal, Local, Causal Explanations for Jailbreak Success in Large Language Models
arXiv:2605.00123v3 Announce Type: replace Abstract: Safety trained large language models (LLMs) can often be induced to answer harmful requests through…
Counterfactual Simulation Training for Chain-of-Thought Faithfulness
arXiv:2602.20710v2 Announce Type: replace Abstract: Inspecting Chain-of-Thought reasoning is among the most common means of understanding why an LLM…
AutoMOOSE: An Agentic AI for Autonomous Phase-Field Simulation
arXiv:2603.20986v2 Announce Type: replace Abstract: Phase-field modeling links thermodynamics and kinetics to microstructural evolution, but multiphysics…
MEDLEY-BENCH: Benchmarking Behavioural Metacognition and Belief Revision Under Social Pressure in Large Language Models
arXiv:2604.16009v2 Announce Type: replace Abstract: Most large language model benchmarks evaluate final-answer quality but reveal little about how models…
Alignment has a Fantasia Problem
arXiv:2604.21827v2 Announce Type: replace Abstract: In accomplishing complex tasks, human cognition typically progresses from abstract to concrete (e.g.,…