Journal

Research, talks and company news.

Bpifrance supports Reflexion’s work on robotic execution

Bpifrance supports our work on the safety runtime that governs the execution of robotic policies inside Reflexion OS.

Read the announcement → NVIDIA Inception Program

Reflexion Robotics is a member of NVIDIA Inception.

Research & journal

Essay

Our architecture and the convergence of agentic robotics

Reflexion has been working since 2025 on a system-level approach to embodied AI built around memory, hierarchical reasoning, callable capabilities, execution feedback and independent physical control.

Recent work across the robotics field increasingly exposes many of these same architectural primitives.

We look at that convergence, the public work that preceded it and what it means for Reflexion OS.

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  1. A hierarchical architecture for embodied AI

    Published in November 2025, our Founder & CTO’s preprint describes the separation between high-level planning, callable robot skills and independent real-time physical enforcement. The work forms part of the architectural foundation behind Reflexion OS.

    Read the paper →

  2. From context engineering to robot memory

    At GOSIM Hangzhou in September 2025, our Founder & CTO presented work connecting persistent context, memory and robot action. That work became one of the foundations of our approach to long-running physical and digital agents.

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  3. Skill Foundry at GOSIM Paris

    In May 2026, our Founder & CTO presented Skill Foundry: an embodied agent that watches its own execution and develops new robot skills through an iterative learning process.

    View the session →

  4. Reflexion at GOSIM Shenzhen

    Our Founder & CTO will present “Train It or Code It? Let the Robot Decide” at GOSIM Shenzhen, continuing our work on agents that can choose between existing skills, code and learned behavior depending on the task.

    Read more →

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