Swarm Coordination Archives - AstraQua

Drone with a searchlight and a ground robot inspecting a flooded industrial site at night

Collaboration & Coordination Drones Embodied Intelligence Fleet Intelligence Research & Updates Swarm Coordination

July 16, 2026

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

In this articleUncertainty Is Not an Edge CaseFrom Prediction to BeliefWhy “More Data” Is Not…

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 Research & Updates Swarm Coordination

July 9, 2026

The Coordination Tax: Why Communication Breaks Autonomy at Scale

In this articleCommunication Is Not FreeThe Coordination Tax Grows With ScaleWhy “More Data” Can Make…

Loay Elbasyouni