arXiv:2608.09921v2 Announce Type: replace Abstract: Foundation models are transforming business workflows and boosting productivity, yet they remain…
Category: AI
Evaluating Investment Logic in Large Language Models: A Real-World Benchmark Towards Personalzied Financial Agents
arXiv:2608.06108v2 Announce Type: replace Abstract: Investment competence is inherently personalized: the same market evidence can justify different…
CADRE: Stable, Parameter Efficient Adaptation of Medical Vision Language Models with Bounded Forgetting and Prior Drift
arXiv:2606.23487v2 Announce Type: replace Abstract: Medical vision-language models (VLMs) such as BiomedCLIP generalize broadly, but adapting them to a…
From Accuracy to Auditability: A Survey of Determinism in Financial AI Systems
arXiv:2605.23955v3 Announce Type: replace Abstract: Deploying machine learning in regulated financial environments — credit risk, fraud detection, and…
Agentic AI in government just hit the hard part: deciding what a machine may decide
The United Arab Emirates (UAE) has been early in adopting artificial intelligence for 9 years. It published a national AI strategy in October 2017 and,…
FlowEvo: Self-Evolving Agents through the Co-Evolution of Workflows and Executable Skills
arXiv:2607.21596v2 Announce Type: replace Abstract: Large language model agents can adapt to complex tasks by constructing workflows at inference time,…
Deepseek releases experimental Flash vision model that rivals Opus 4.8 on agent benchmarks
Deepseek has released V4-Flash-Vision-Exp, an experimental multimodal model that adds image understanding to V4-Flash’s text capabilities. On the…
LLM Capability Limits: Static Emergence and Dynamic Boundary Control
arXiv:2608.01548v3 Announce Type: replace Abstract: Test-time emergence in LLM systems has a deployment boundary: additional computation can realize…
ChronoAgentic: A Code-based Multi-Agent World Simulator for Physically Grounded Simulation Construction
arXiv:2605.14398v3 Announce Type: replace Abstract: Video-based world models generate visually plausible rollouts, but since they infer dynamics in latent…
CharTool: Tool-Integrated Visual Reasoning for Chart Understanding
arXiv:2604.02794v2 Announce Type: replace Abstract: Charts are ubiquitous in scientific and financial literature for presenting structured data. However,…