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