Distributed Physical Intelligence: An Architecture for Trustworthy Autonomy in Physical Systems

By Saeed Talari

As AI moves from screens into the physical world - robots, drones, autonomous vehicles, and industrial machines - the architectures that govern these systems must evolve. Current approaches fail: cloud AI is too slow for safety-critical decisions, and single-agent autonomy lacks accountability and fleet intelligence.

Distributed Physical Intelligence (DPI) introduces a new architectural paradigm: seven governance layers, independent safety assurance, cryptographic accountability, and federated fleet learning - purpose-built for machines that operate in the real world where errors are irreversible.

From the founder of Neura Industries and inventor of 21+ patents including 14 USPTO filings for counter-UAS defense systems.

• Format: Paperback
• Language: English
• ISBN: B0HGBC2PBL
• ISBN13: 9798193039372
• Release Date: August 2026
• Publisher: Independently published
• Length: 73 Pages
• Weight: 0.24 lbs.
• Dimensions: 9.0" x 0.2" x 6.0"