External publications
Newest first by publisher-reported publication date. Summaries are brief portal descriptions; external coverage is not an endorsement or validation of research results. Editorial arrangements have not been independently verified.
Business Outstanders
Inside AeglysAI: How Shubh Prabhat Is Building an Open-Source Research Platform for Adaptive Security and Resilient Distributed Systems
Open Source / Cybersecurity
Introduces the project’s open-source research direction, separating intelligent risk evidence from policy authority and encouraging reproducible engineering contributions.
Read Article : Inside AeglysAI: How Shubh Prabhat Is Building an Open-Source Research Platform for Adaptive Security and Resilient Distributed Systems (Business Outstanders; opens in a new tab)
Nerdbot
When AI Advises but Policy Decides: Shubh Prabhat on Explainable Risk Intelligence and the Future of AeglysAI
Explainable AI / Risk Intelligence
Examines behavioral signals, explainability and the planned Model D research direction, treating AI-generated risk assessments as evidence rather than enforcement authority.
Read Article : When AI Advises but Policy Decides: Shubh Prabhat on Explainable Risk Intelligence and the Future of AeglysAI (Nerdbot; opens in a new tab)
The Cyber Mag
From Research to Community: How AeglysAI Is Bringing Engineers Together Around Adaptive Security
Research / Engineering Community
Discusses AeglysAI’s proposed contributor and hackathon pathways for exploring adaptive security through documented, reproducible technical work.
Read Article : From Research to Community: How AeglysAI Is Bringing Engineers Together Around Adaptive Security (The Cyber Mag; opens in a new tab)
Programming Insider
Beyond Static Access Control: Shubh Prabhat’s AeglysAI Approach to Adaptive Authorization for Zero-Trust Cloud Systems
Zero Trust / Adaptive Authorization
Explores context-sensitive authorization for cloud systems, with an emphasis on explicit policy boundaries and explainable security decisions.
Read Article : Beyond Static Access Control: Shubh Prabhat’s AeglysAI Approach to Adaptive Authorization for Zero-Trust Cloud Systems (Programming Insider; opens in a new tab)
TechBullion
From Cloud Modernization to Intelligent Infrastructure: How Shubh Prabhat Is Connecting Enterprise Engineering with AeglysAI
Engineering Leadership / Cloud Infrastructure
Discusses Shubh Prabhat’s enterprise engineering perspective and its connection to AeglysAI’s research into intelligent infrastructure and distributed-system control.
Read Article : From Cloud Modernization to Intelligent Infrastructure: How Shubh Prabhat Is Connecting Enterprise Engineering with AeglysAI (TechBullion; opens in a new tab)
The Cyber Mag
Why Policy-Bounded AI Could Reshape Security in Distributed Systems: Shubh Prabhat on Adaptive Cyber Defense
AI Security / Distributed Systems
Considers how adaptive cyber-defense research can incorporate intelligence while preserving deterministic limits on security-sensitive actions.
Read Article : Why Policy-Bounded AI Could Reshape Security in Distributed Systems: Shubh Prabhat on Adaptive Cyber Defense (The Cyber Mag; opens in a new tab)