November 2, 2026
The CEO Views: As machine intelligence continues to develop, researchers are looking for better ways to help computers understand visual information, recognize objects, and learn from new inputs. Work in this area is opening up possibilities across intelligent computing, visual search, automation, and other applications where machines need to process information quickly.
For its work in this field, Adaptive Computation LLC has been recognized by The CEO Views in its Innovation Excellence Award 2026 II issue. The recognition highlights the company’s research in machine perception, cognition, and adaptive learning, along with its efforts to develop technologies that allow machines to process and respond to visual information.
Tuan A. Duong, CEO of Adaptive Computation LLC: Teaching Machines to Think Beyond the Algorithm
October 7, 2026
Explore the groundbreaking career of Dr. Tuan A. Duong, the visionary architect of bio-inspired AI and CEO of Adaptive Computation LLC. With over 26 years at NASA’s Jet Propulsion Laboratory, Dr. Duong is revolutionizing cognitive edge computing and neuromorphic engineering. In this exclusive edition of The Legacy Icons, discover how his work with the Extended Visual Pathway (EViP) and Hybrid Processing Units (HPU) is dismantling computational bottlenecks and shaping the future of safe, domain-specific self-intelligence for defense and autonomous systems.
https://www.thelegacyicons.com/magazines/dr-tuan-a-duong
October 6, 2026
Artificial intelligence is advancing at remarkable speed, yet the dominant model of AI development remains heavily dependent on large datasets, predefined architectures, substantial computing resources, and repeated training. Dr. Tuan A. Duong, Ph.D., CEO of Adaptive Computation LLC, is pursuing a fundamentally different direction, one inspired by the way biological systems perceive, learn, adapt, and respond continuously to changing environments.
His vision is rooted in decades of research across neural networks, neuromorphic engineering, machine vision, intelligent sensing, autonomous systems, and ultra-lowpower computing. Before leading Adaptive Computation, Dr. Duong spent 26 years at NASA’s Jet Propulsion Laboratory (JPL), where he worked in an environment that encouraged unconventional thinking and ambitious technological exploration. Today, he is carrying that spirit into a company focused on developing what he describes as “truly intelligent machines.”
At the heart of this ambition is a philosophy that intelligence should not be static. Instead, intelligent systems should be capable of learning from their environments, incorporating new information, adapting continuously, and operating efficiently at the edge.
That philosophy has become the foundation of Adaptive Computation’s work in bio-inspired machine intelligence.
https://ceotimemagazine.com/engineering-the-next-era-of-self-intelligent-machines/
September 29, 2026
For more than forty years, Dr. Tuan A. Duong has chased one question: why can a human glance at an object once and know it, while a machine needs thousands of labelled examples? It began in the summer of 1985, when he arrived at NASA’s Jet Propulsion Laboratory as an intern building a neural computing system on John Hopfield’s associative memory model. He never really left the question behind.
What sets him apart is what he did with a long, lonely road instead of letting it become a detour. At JPL he earned the Exceptional Space Act Award in 2002 and three Major Space Act Awards after it, and his on-line learning neural network software flew into orbit aboard the STRV-1b mission in 1994. When his bio-inspired vision technology outran the market around 2010, he chose to bootstrap, self-fund the science, and secure the patents before chasing customers. He also admits openly that this focus cost his company visibility and speed to market.
It is this refusal to trade the science for a faster exit, paired with an Extended Visual Pathway that outperformed average human face recognition against ten thousand distractors and earned two DARPA ERIS Awardables, that earns Dr. Tuan A. Duong The CEOVerse’s recognition as “The Innovative Founder Driving Adaptive Computation and Technology Excellence of the Year 2026”. We have profiled leaders who scaled fast. Fewer understood, as he does, that patience is a strategy and a contrarian bet can still be the right one.
He measures success not by the size of his models but by what they give back to people, including a a future with shorter workweeks and more time for family. His guidance to the next generation is direct. Passion gives you endless energy, well planned projects earn you lasting resources, and ambition pushes you higher when settling would be easier.
September 26, 2026
After more than three decades at the intersection of artificial intelligence, cognitive computing, and neuromorphic engineering, Dr. Tuan A. Duong is exploring a different path toward intelligent machines—one inspired not simply by more data, but by the way intelligence adapts, learns, and responds.
Artificial intelligence has entered an era where bigger datasets, increasingly powerful processors, and massive computing infrastructure continue to push the boundaries of what machines can accomplish. Yet for Dr. Tuan A. Duong, Founder and CEO of Adaptive Computation LLC, the next important question is not simply how much more computing power machines can use.
It is whether machines can become genuinely adaptive.
With more than 30 years of experience in artificial intelligence, cognitive computing, neuromorphic engineering, and edge AI, Dr. Duong has spent much of his career investigating this question. His journey began at NASA’s Jet Propulsion Laboratory, where he worked on neural computing, learning algorithms, sensor fusion, AI hardware, and autonomous technologies.
Today, he is carrying that research-driven spirit into Adaptive Computation LLC, where his work focuses on neuroscience-inspired intelligence, adaptive computing, self-intelligence, and low-SWaP-C systems designed for practical applications.
https://www.linkedin.com/company/topglobalrecognition/posts/
September 10, 2026
Tuan Anh Duong: Reengineering Artificial Intelligence Through the Lens of the Human Eye and Brain
August 30, 2026
For more than three decades, Dr. Tuan A. Duong, Founder and CEO of Adaptive Computation LLC (ADC), has been exploring one of the most ambitious questions in modern technology: how can machines become capable of learning, adapting, and making intelligent decisions in real-world environments?
With a career spanning artificial intelligence, cognitive computing, neuromorphic engineering, sensor fusion, machine vision, autonomous systems, and ultra-low-power computing, Dr. Duong has built his professional journey around connecting neuroscience and engineering. His work is rooted in the belief that the next generation of intelligent systems will not simply process information, they will need to learn continuously, adapt to changing environments, and operate efficiently at the edge.
Today, through ADC, he is advancing biologically inspired building block functions along with neuroscience architecture and adaptive computing technologies for defense, aerospace, national security, and commercial applications.
https://ciovertex.com/dr-tuan-anh-duong/
August 27, 2026
Dr. Tuan A Duong appears in the Business Fame below:
Dr. Tuan A. Duong: From NASA Innovation to the Future of Ada…
July 24, 2026
Artificial intelligence is no longer just a story about technology. It is becoming a story about leadership and the choices that shape progress. The leaders driving meaningful change understand that intelligence is most powerful when it strengthens human judgment rather than replacing it. They are looking beyond short-term gains and focusing on lasting impact. Decisions of leaders like Tuan Duong, Founder and CEO at Adaptive Computation LLC, are guided by purpose, responsibility, and a clear vision for the future. A true measure of leadership will be how thoughtfully innovation is applied to solve real-world challenges.
Dr. Tuan A Duong appears in the CIOTimes below:
https://theciotimes.com/tuan-duong-adaptive-computation-llc/
https://theciotimes.com/magazine/AI-Visionaries-Reshaping-Intelligent-Systems-2026/#page/1
20 July, 2026
Business News & Info
https://businessnewsandinfo.com/spotlight/adaptive-computation-wins-darpa-fast-track-approval
May 29, 2026
DARPA ERIS Awardable-2026
“Our solution has been competitively assessed by the Defense Advanced Research Projects Agency (DARPA) and has been deemed “awardable” in the Expedited Research Innovation System (ERIS) Marketplace, making it available to view and easily procurable by the Department of War.”
Real-Time Adaptive Tracking Systems for Irregular Target Moving Trajectory in a SWaP-C Approach
Press Release of June 4, 2026
Jun 10, 2025
DARPA ERIS Awardable-2025
“Thrilled to share that Adaptive Computation LLC pitch video on “Detecting and tracking elusive objects of interest across air, land, and space domains.” has been deemed Awardable by the DARPA ERIS Marketplace! It’s an honor to be recognized among a competitive field of applicants to the ERIS Marketplace for our innovation, scalability, and potential impact on DoD missions. Government customers, please check out our 7-minute video solution on ERIS: www.darpaconnect.us/eris.”
On-line and Adaptive Image-based Search Engine In The Loop (OAISEE) for Detecting and Tracking Elusive Objects In Dynamic and Unknown Environments
Press Release of July 1, 2025
USA Today
EViP in the book 2008
This book explores the Extended Visual Pathway capabilities.
https://www.bloomsbury.com/us/artificial-intelligence-9781538185438/
Caltech (Prof. Nathan Lewis) and ADC (Dr. Tuan A Duong) for The National Academies Keck Futures Initiative grand