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,…
Author: script
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,…
Every Picture Tells a Dangerous Story: Memory-Augmented Multi-Agent Jailbreak Attacks on VLMs
arXiv:2604.12616v3 Announce Type: replace Abstract: Vision-Language Models (VLMs) expand the attack surface of safety-aligned systems by coupling visual…
Agent-First Tool API: A Semantic Interface Paradigm for Enterprise AI Agent Systems
arXiv:2605.10555v2 Announce Type: replace Abstract: As AI agents transition from research prototypes to enterprise production systems, the tool interfaces…
Auditing Preference Biases and Fine-Tuning Language Models with Direct Preference Optimization on Anthropic HH-RLHF Using TRL and LoRA
This tutorial provides an end-to-end workflow for fine-tuning language models using Direct Preference Optimization (DPO). We demonstrate how to audit the…
The First Drop of Ink: Nonlinear Impact of Distracting Information in Long-Context Reasoning
arXiv:2605.10828v2 Announce Type: replace Abstract: As large language models are increasingly deployed in retrieval-augmented generation and agentic…