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Sangam Das

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#explainable ai Open access Sep 2026

Meta Muse and Sentinel: A Technical Comparison of Meta's Public Disclosures with Earlier Execution-Finality Disclosures

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 · 0 citations
#edge computing Open access Sep 2026

What Cambridge Analytica Taught Us in 2018 — and What We Have Ignored Ever Since

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 · 0 citations
#edge computing Open access Sep 2026

Enterprise AI as a Reconstruction Layer: Governing Derived Knowledge and Execution-Time Consequences

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 · 0 citations
#edge computing Open access Sep 2026

Enterprise AI as a Reconstruction Layer: Governing Derived Knowledge and Execution-Time Consequences

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 · 0 citations

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