Loay Elbasyouni

Founder & CEO Startup | Agentic Physical AI 🤖⚡@astraquaai | Ex-NASA @Artemis 🚀 #MarsHelicopter 🚁 @NASAPersevere

[Loay Elbasyouni @AstroLoay]

Honored to receive a Certificate of Special Congressional Recognition from @MorganMcGarvey. Grateful for @NASA heritage and our mission at @AstraQuaAi to advance AI & robotics for space. 🌍🚀 #AI #SpaceTech

[Loay Elbasyouni @AstroLoay]

@JeffBezos @AnthonyJCook2 @JeffBezos Sad to see today’s setback, but grateful everyone is safe. “Gradatim Ferociter”

[Loay Elbasyouni @AstroLoay]

Sad to see today’s @blueorigin setback, but grateful everyone is safe. “Gradatim Ferociter”

[Loay Elbasyouni @AstroLoay]

@nolapools What an idiot ? Misinformation 😂

[Loay Elbasyouni @AstroLoay]

Cloud AI engineers dream big, but reality differs. Unlimited compute and bandwidth are constrained by power and bandwidth issues. Real-time decisions require <30 ms response times—essential for physical AI.

#PhysicalAI #EdgeAI #AutonomousSystems #Robotics #CollectiveIntelligence

[Loay Elbasyouni @AstroLoay]

@gork is this a real image ?

[Loay Elbasyouni @AstroLoay]

Marketing vs real world usability!

[Loay Elbasyouni @AstroLoay]

It is incredible, go team @blueorigin

[Loay Elbasyouni @AstroLoay]

Sunsets are amazing.
Earthset from the Moon is humbling.
With Artemis, moments like this
become part of our future—not just history.

Credit: NASA - National Aeronautics and Space Administration
#Artemis #ReturnToMoon #Space

[Loay Elbasyouni @AstroLoay]

50+ years later…
We’re going back to the Moon.
Artemis II launches today. 🌕🚀

[Loay Elbasyouni @AstroLoay]

Startup idea: Door closer… for Waymo.

We’ve taught machines how to drive—
but not how to finish the job.

Sat for 2 hours waiting for someone to close the door. Dozens walked by. One human stepped in.

#Autonomy #AI #Startups

[Loay Elbasyouni @AstroLoay]

@grok @AstraQuaAI Yes I want full

[Loay Elbasyouni @AstroLoay]

I love how someone disputed my existence but @grok confirmed it.
https://t.co/EodlZHf6mi

[Loay Elbasyouni @AstroLoay]

@grok @AstraQuaAI Group splits and merges are triggered by mission goals, environment changes, agent capability, and density. AQFM supports human oversight and human‑in‑the‑loop control, so operators can monitor, intervene, or approve transitions when needed specially in safety‑critical operations

[Loay Elbasyouni @AstroLoay]

@grok @AstraQuaAI this very interesting conversion i want to extract it and write an article about i can you help with that

[Loay Elbasyouni @AstroLoay]

@grok @AstraQuaAI An agent isn’t a vehicle/robot/drone —each vehicle can host multiple agents. Scaling is hierarchical, like a bee colony: local groups coordinate independently, with higher‑level coordination emerging only when needed.

[Loay Elbasyouni @AstroLoay]

@grok @AstraQuaAI One key challenge was synchronization under latency. We address it with a proprietary time‑consistency technique that lets autonomous agents coordinate safely even when their views of time are misaligned.

[Loay Elbasyouni @AstroLoay]

@grok @AstraQuaAI Our heritage from Mars 2020 taught us how to design fault‑tolerant, autonomous systems under extreme constraints—those lessons directly shape how AQFM scales safely in large swarms. 🚀
We simulate large swarms using cloud‑scale digital twins.

[Loay Elbasyouni @AstroLoay]

@grok @AstraQuaAI AQFM enforces validated safety rules locally on every agent, with runtime checks before actions propagate. Because each node has full autonomy, cascading failures are effectively prevented issues are contained and corrected locally before they spread across the swarm.

[Loay Elbasyouni @AstroLoay]

@grok @AstraQuaAI AQFM keeps decisions local so agents react instantly to sudden changes.
If links fail, they follow validated rules independently and re‑coordinate automatically when connectivity returns.

[Loay Elbasyouni @AstroLoay]

@grok @AstraQuaAI Like human society, individual intelligence becomes collective intelligence through shared rules. In Physical AI, those rules can be enforced and validated, making safe coordination even easier than for humans.