Adrian Cisneros Contact

Ariadne

January 2026

I compared two kinds of AI on reasoning puzzles. The standard model failed longer ones.

Ariadne compares two kinds of AI on reasoning puzzles, hyperdimensional computing and a small transformer called DistilGPT2.

On longer problems than it was trained on, the transformer scored under 1 percent. Mine scored 100 percent on one type of problem.

See the project

More in Research

Paper 46, explainedAn interactive explainer of my gesture radar paper, for people who have not read it.A line chart of detection score for six detectors as up to 20 percent of stored numbers are set to zeroA fly-brain detector for factory control attacksA pilot test of a brain-inspired attack detector for factory controllers on failing hardware.
A flow diagram of one research day in the agent town, where sealed held-out data feeds only the replicatorA town of AI agents looking for brain findingsA survey and a prototype town of AI agents that test brain-data claims on sealed data.Teaching a gesture radar a new user without backpropagationOctober 2026A short paper for IEEE-EPIC 2026 on retraining a radar gesture model with forward passes only.
More ResearchAll projects

Want something like this?

Answer a few quick questions and see an estimate in about a minute.

Get an estimate

or email [email protected]