All Posts By

Loay Elbasyouni

Loay Elbasyouni is an award‑winning NASA engineer best known for helping fly the first helicopter on Mars as a lead engineer on the Ingenuity mission. His career spans breakthrough work in electrification, robotics, and autonomy across NASA, Blue Origin, and the automotive industry. As Founder and CEO of AstraQua, he is now advancing AI‑powered autonomous systems built to operate reliably where energy, connectivity, and conditions define success.

Autonomous Systems Disconnected Operations Resilient Autonomy Situational Awareness

August 4, 2026

Intent → Tasks → Execution: The Missing Layer Above Autonomy

A reconnaissance drone begins a search mission in a remote mountain range. Suddenly, connectivity drops…

Loay Elbasyouni

Mission control monitoring autonomous operations during intermittent connectivity.

Autonomous Systems Collaboration & Coordination Physical AI Reasoning & Acting Robotics & Vehicles

July 30, 2026

Operating at Zero: Autonomy That Doesn’t Freeze When Connectivity Drops

An advanced air mobility aircraft is moving through a controlled corridor when its ground link…

Loay Elbasyouni

Collaboration & Coordination Drones Embodied Intelligence Fleet Intelligence Swarm Coordination

July 16, 2026

Reasoning Under Uncertainty: How Autonomous Systems Make Decisions Without Perfect Data

A multi-agent search operation is moving through a flood-damaged industrial site at night. One aerial…

Loay Elbasyouni

A group of drones or autonomous ground robots operating across a rugged industrial, disaster-response, or remote inspection environment.

Collaboration & Coordination Disconnected Operations GPS-Denied Operations Swarm Coordination

July 9, 2026

The Coordination Tax: Why Communication Breaks Autonomy at Scale

A multi-agent drone team enters a storm-damaged industrial site after the main network fails. One…

Loay Elbasyouni

Satellite using Physical AI to process data locally while operating under power and communication limits

Drones Field Robotics Ground Robots Low-Power AI Physical AI Real-World AI Resilient Autonomy Robotics & Vehicles Satellites Space & Aerospace

June 11, 2026

Physical AI Explained: Why Intelligence in the Real World Must Be Built Differently

Autonomous field robot navigating a remote industrial site with onboard AI and limited battery power…

Loay Elbasyouni

Distributed autonomous fleet using off-grid Physical AI for coordinated, energy-efficient edge decision-making

Autonomous Systems Disconnected Operations Edge AI Efficient Inference Low-Power AI Onboard Computing Physical AI Real-World AI Robotics & Vehicles Space & Aerospace

June 11, 2026

Off-Grid AI: Building Intelligence That Works Without Connectivity

Distributed autonomous fleet using off-grid Physical AI for coordinated, energy-efficient edge decision-making A field robot…

Loay Elbasyouni

Learn how reasoning based on health-aware autonomy helps physical AI make safer, power-aware decisions in real-world systems

Autonomous Systems Fault Detection Onboard Computing Physical AI Predictive Health Reasoning & Acting Recovery & Continuity Resilient Autonomy Robotics & Vehicles Situational Awareness Space & Aerospace

June 10, 2026

Reasoning based on Health-Aware Autonomy: Why Diagnostics Is Required for Real Decision-Making

A drone inspecting a transmission corridor does not fail because its AI model forgot how…

Loay Elbasyouni

Autonomous Systems Edge AI Featured Physical AI Space & Aerospace

May 5, 2026

The Software Brain for Resilient Autonomy

The Software Brain for Resilient Autonomy AstraQua’s AQFM™ provides the software brain that treats energy,…

Loay Elbasyouni

This concept graphic shows how a future AAM vehicle could aid in disaster response.

Autonomous Systems Edge AI Physical AI Space & Aerospace

May 4, 2026

Why Most AI Fails in the Real World: The Power and Energy Constraint Problem

Most AI is designed for data centers — not for battery-powered, off-grid, real-world operations. A…

Loay Elbasyouni