Apodex 1.1: Scaling Agentic Intelligence for Complex Work
cs.AI, cs.CL, cs.LG
Submitted: 2026-08-24
Updated: 2026-08-25
Code: https://github.com/ApodexAI/FrontierAgent
Project page: https://www.apodex.ai
Terminology
Sources
- ChemCrow: Augmenting large-language models with chemistry tools
- AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
- Chain-of-Verification Reduces Hallucination in Large Language Models
- Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence
- WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?
- Improving Factuality and Reasoning in Language Models through Multiagent Debate
- Towards General Agentic Intelligence via Environment Scaling
- Accelerating scientific discovery with Co-Scientist
- MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
- Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
- WebSailor: Navigating Super-human Reasoning for Web Agent
- WebThinker: Empowering Large Reasoning Models with Deep Research Capability
- Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
- Let's Verify Step by Step
- AgentBench: Evaluating LLMs as Agents
- The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
- Self-Refine: Iterative Refinement with Self-Feedback
- GDPval: Evaluating AI Model Performance on Real-World Economically Valuable Tasks
- Rethinking the Trust Region in LLM Reinforcement Learning
- ChatDev: Communicative Agents for Software Development
Related papers
- MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
- Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
- The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
- MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
- Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems
- VSAL: A Vision Solver with Adaptive Layouts for Graph Property Detection