Research

Analysis and research from FAESR.ai — exploring AI alignment, open source intelligence, and complex systems.

UAP Signal Analysis Information Theory

Working Paper — February 2026

The Communication Bridge Hypothesis

Applying Biological Signaling Theory and Information-Theoretic Analysis to UAP Behavioral Sequences. A formal analytical framework for evaluating whether unidentified anomalous phenomena exhibit behavioral patterns consistent with intentional communication.

AI Scaling Interpretability Neuroscience

February 2026

How Geometric Interference Explains Why Larger Neural Networks Work Better

Scaling works because larger models provide more geometric room for features to avoid interfering with each other — a mathematical necessity, not architectural cleverness.

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Philosophy of Mind AI Agency Neuroscience

February 2026

The Reactive Mind: Agency as Shared Fiction Between Humans and Machines

The distinction between humans as genuine agents and AI systems as 'mere reactors' appears increasingly untenable. Both are causally determined — neither chose their initial conditions.

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AI Alignment Neuroscience AOI

February 2026

The Chemical Layer: Why AI Alignment Requires Biology

The difference between optimization and motivation isn't computational power — it's felt stakes. Evolution already solved alignment. It solved it chemically.

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OSINT Energy Geopolitics

January 2026

Venezuela Oil After Maduro: The Gap Between Headlines and Reality

How institutional networks shape energy narratives—and what the data actually says about near-term production potential.

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