Features
Autonomous experiment design and execution
Recursive self-improvement loop
Hill-climbing over hypothesis space
Optimization based on experimental outcomes
Autonomous AI R&D lab environment
Integration with existing research workflows
Scalable infrastructure for frontier AI labs
Support for materials, robotics, drug discovery, climate science
Free tier with daily token limits
Pay-as-you-go pricing for production scale
Autonomous strategic report generation (Sakana Marlin)
Multi-agent LLM orchestration matching frontier models (Fugu Ultra)
Recursive Self-Improvement (RSI) Lab for autonomous AI research
Conductor system for natural language agent orchestration
Japan-based data residency and export control compliance
Finance multi-agent proposal generation with SMBC Group
AI-powered information analysis with DEEP DIVE
CoffeeBench benchmark for LLM agents in multi-agent economic environments
Autonomous model orchestration avoiding export control risks
Research-stage speech-to-speech AI with KAME architecture