LLM (Miromind)
Focus on strategic-level research and commercial transformation of large-scale models to ensure market application and scaling.
Infra (Evermind)
Mature operations and independent brands providing the foundational infrastructure for high-return innovation.
Agent
Project Incubation & Scaling : Developing independent brands through controlled investment and precise talent targeting. Representative Project: Miromind / Evermind.
Robotics
Advanced Hardware & AI Integration : Large-scale investment projects focused on high returns and independent commercial operations. Representative Project: Robotics.

Tech Workshop
Technical Stack Support: Provides specialized tools including Eval, Red-Teaming, and Agent-Ops. It involves deep guidance from tech advisors to accelerate the iteration of AI-native projects.

Compute
Strategic Infrastructure: Direct access to a $100M Compute Allocation and GPU credit lines. This ensures research teams face no hardware bottlenecks during model development.

Heterogenia
Diversified Pathways: Reflects the "Heterogeneous" strategy of providing multiple transformation outcomes. Fellows can transition into full-time researchers, start independent companies, or maintain external alumni roles.

Community
High-Trust Network: Establishes a "Proprietary Talent Pipeline" connecting students from Stanford, MIT, CMU, and UCB. Focuses on building long-term alumni relationships and multi-point contact with internal teams.






