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INSIGHTS

Think about technologies before they decide for us.

Personal analyses, hypotheses and proposals around artificial intelligence, digital sovereignty and collective transformations.

Some publications are part of a personal research and reflection process. They are neither a commercial activity nor the position of an institution.
REFLECTION NOTEROBOTICS & INDUSTRYAUGUST 2026
Two metallic robotic hands placed side by side
01

Nobody wins the humanoid race.

The factor that may decide the race is not even on the robot: it is the hands. A human hand has 27 degrees of freedom. The next breakthrough could come from a reliable, precise, durable hand produced at scale.

France has engineers, precision mechanics, machining, metrology and the laboratories required. It may not be necessary to win the race to build the complete humanoid: producing the component others cannot make could be enough.

Sacha Virgile Elouardi · August 2026READ THE REFLECTION
REFLECTION NOTESTRATEGY & DEFENSE AI2026
Illustration of a French command centre dedicated to defence AI
02

Governing defence AI.

Technical analysis and governance proposal for defense AI. Consensus-M architecture, inspired by theTrias Politica.

Sacha Virgile Elouardi · DesignerREAD THE REFLECTION