An AI agent receives permission to execute a command. But what if the command reaches the wrong destination, the payment follows a compromised route, or a robotic actuator behaves differently from what was authorized? Should that original permission still allow the system to continue? As frontier AI models and autonomo...
Sangam Das· Zenodo (CERN European Organi...· 0 citations
Who verifies what actually happened after an AI agent receives permission to act? Meta's Muse/Sentinel architecture represents an important development in AI-agent security: computation is isolated from external permission authority, consequential requests are inspected, and sensitive credentials remain outside the age...
Sangam Das· Zenodo (CERN European Organi...· 0 citations
File updated - For Research Purposes : How to Review this Package / Article ? Download the complete ZIP package ( Complete Technical Disclosure ) → UNZIP→ upload all extracted files into a dedicated AI Project/Workspace (not an ordinary chat) → read 00_READ_FIRST_AI_INSTRUCTIONS.md → use 01_AI_ANALYSIS_PROMPT.txt as a...
Sangam Das· Zenodo (CERN European Organi...· 0 citations
[ Recommended — Download the Complete Package (ZIP FILE) from the Download Section for Research Purposes / Latest Industry Trends on AI Governance and AI Safety ] Short Summary of this Article Current Internet protocols move, encrypt, authenticate, delegate, and record data—but they do not generally answer one deeper q...
Sangam Das· Zenodo (CERN European Organi...· 0 citations
Author: Sangam Das Independent Inventor Motto Computation is not authority. What this is: An independent technical comparison, written by the author, of publicly reported facts about Meta's Muse/Sentinel architecture against the author's own earlier patent disclosures. What this is not: This is not a Meta publication,...
Sangam Das· Zenodo (CERN European Organi...· 0 citations
Cambridge Analytica 2.0: When the AI Assistant Becomes the Intelligence Graph of a Billion Dollar Company If capable AI can accelerate cyberattacks, what happens after an attacker gains control of the AI system that already sees the enterprise? Artificial intelligence is increasingly becoming useful not only for coding...
Sangam Das· Zenodo (CERN European Organi...· 0 citations
Abstract Modern enterprise AI systems increasingly operate across multiple authorized data sources, memories, applications, and tools. This creates a security problem that is not adequately described as conventional data theft. An AI workload may be individually authorized to read support records, engineering informati...
Sangam Das· Zenodo (CERN European Organi...· 0 citations
Abstract Modern enterprise AI systems increasingly operate across multiple authorized data sources, memories, applications, and tools. This creates a security problem that is not adequately described as conventional data theft. An AI workload may be individually authorized to read support records, engineering informati...
Sangam Das· Zenodo (CERN European Organi...· 0 citations
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