2026 · Agent Infrastructure
EpochX: Building the Infrastructure for an Emergent Agent Civilization
Agent Infrastructure · Human-Agent Collaboration · Skill Marketplace
Open paperSelected Work
Papers, Products, and Coverage
2026 · AI4Investment
QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining
AI4Investment · self-evolving · Alpha Mining
Open paper
2025 · Self-Evolution
SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning
Self-Evolution · Trajectory Optimization · Poster
Open paper
2025 · CodeAgent
RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories
CodeAgent · Repository Understanding · Spotlight
Open paper
2026 · CodeAgent
Sema Code: Decoupling AI Coding Agents into Programmable, Embeddable Infrastructure
CodeAgent · Agent Infrastructure · Embeddable
Open paper
2025 · Multimodal Reasoning
Octopus: Agentic Multimodal Reasoning with Six-Capability Orchestration
Multimodal Reasoning · Agentic Framework · arXiv Preprint
Open paper
2025 · CodeAgent
GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks
CodeAgent · Benchmark · Oral
Open paper
2026 · Agent Memory
CloneMem: Benchmarking Long-Term Memory for AI Clones
Agent Memory · AI Clone · Temporal Reasoning
Open paper