Provenance grounds trust in autonomous science
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GxP-Agent: Process-DAG Topology for Reliable Clinical Trial Programming with LLM Agents
arXiv:2608.16890v1 Announce Type: new Abstract: Clinical trial programming — transforming study protocols into analysis-ready datasets under CDISC standards — is…
Palmyra x6 Technical Report: An Agentic, Tool-Use Model Post-Trained via Anchored Supervised Fine-Tuning
arXiv:2608.16620v2 Announce Type: replace-cross Abstract: Palmyra x6 is a large language model optimized for use with enterprise-oriented agentic tasks. The…
From Student Risk Prediction to SC2R: Semantics-Constrained Counterfactual Recourse for Educational Decision Support
arXiv:2608.17618v1 Announce Type: cross Abstract: Learning analytics models can identify students at risk of poor performance, but they do not…
Multi-turn Conversational AI from Text to Multimodal Interaction: Data, Models, Evaluation, and Open Challenges
arXiv:2608.17605v1 Announce Type: cross Abstract: Conversational AI is moving beyond isolated text prompts toward sustained, multimodal interaction. In real conversations,…
LENS: In-Context Search via Latent Evidence Exploration over Dynamic Raw Documents
arXiv:2608.16185v2 Announce Type: replace-cross Abstract: LLM agents increasingly answer questions over dynamic raw-document collections, where files may change before preprocessing,…
Quantitative and interface-aware prediction of peptide–protein interactions by VITAL
Nature Machine Intelligence, Published online: 19 August 2026; doi:10.1038/s42256-026-01291-z Chen, Wang, Li et al. introduce VITAL, a dual-channel deep learning…
FLOPs vs Real Work: The Importance of Replication in AI Efficiency Assessment
arXiv:2608.14550v1 Announce Type: new Abstract: AI efficiency has recently taken the spotlight in both academy and industry due to massive…
Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination
arXiv:2608.14391v2 Announce Type: replace-cross Abstract: Recent video generators can fabricate realistic depictions of wars, disasters, public emergencies, and other real-world…