Solving the Billion-Dollar Problems in AI

LLM Explainability

Giving Large Language Models The Ability To Explain Themselves by Citing Their Training Data.

LLM Hallucinations

Extending Large Language Models to let them Detect, Monitor, and Prevent Hallucinations.

LLM Royalty Allocation

Allocating Royalties To Copyright Holders In The Training Data Set.

How LLMs Work

30-minute Explainer Video On The Details Of Large Language Models.

Video Scene Understanding

Fusing Vision, Depth Perception, Speech Recognition and Pitch Analysis to Understand Scenes In the World.

Wide-Range Pitch Detection

Detecting the Pitch of Speech and Music Over the Full Range of Human Hearing.

Solving The Billion-Dollar Problems in AI

COSM Tech Summit, October 31, 2024.

Machine Learning Methods

Deep Neural Networks, Support Vector Machines, ARTMAP and Bayesian Classifiers.