

Systems Conductor. Orchestrating AI, speech science, and rhythm into breakthrough solutions.

"Great conductors may not master every instrument, but they deeply understand each one's role."

Exploring rhythm, harmony, and sound.
A selection of releases.


A symphony of ideas exploring human potential in the age of AI
"What if our greatest intellectual asset in the age of AI is our unique ability to connect different ideas, sparking creativity and innovation on our own terms?"
Curious about Moravec's Paradox? Want to understand instrumentive AI? The docent can explain any concept from the presentation.
This presentation explores how humans maintain cognitive advantages through continuous low-cost learning, improvisational skills, and the ability to integrate diverse perspectives. The structure itself demonstrates the concept: organized like a musical score with themes, variations, and movements that build toward a unified vision of human-AI collaboration.

"Great conductors may not master every instrument, but they deeply understand each one's role in the collective whole."
An Intelligence Conductor treats AI technologies as individual instruments: LLMs for language, computer vision for perception, speech recognition for audio, symbolic AI for logic. The skill lies in knowing how they combine through APIs and pipelines to solve novel problems.
OCR, LLMs, wav2vec, generative models, each with unique capabilities.
Pipelines and APIs connecting units into input-process-output flows.
Combining technologies in unexpected ways to solve real problems.
Communication sciences, education, and music as application areas.

The future belongs to those who think in systems. Agentive coding tools now let us connect AWS pipelines, chain API calls, and orchestrate AI services - all without building every component from scratch. The question isn't "can you code it?" but "do you understand how it fits together?"

Drumming: Where Coordination Meets Cognition
Mahavishnu-ish Swing
Real-time problem solving in music
Coordinating four limbs while tracking dozens of variables simultaneously
In jazz, the ride cymbal leads. In rock, bass and snare punch forward
Patterns that repeat, alternate, or cross bar lines to manage complexity
Speed ceilings and impossible combinations, like phonemes in speech
Finite elements combining within constraints to produce endless variation
Coordinating four limbs while tracking dozens of variables simultaneously
In jazz, the ride cymbal leads. In rock, bass and snare punch forward
Patterns that repeat, alternate, or cross bar lines to manage complexity
Speed ceilings and impossible combinations, like phonemes in speech
Finite elements combining within constraints to produce endless variation

Read terrain before committing to a line.
Acknowledge fear, then commit anyway.
Calibrate constantly between competing risks.
New information demands immediate course correction.
Hesitation creates more danger than a committed wrong choice.
Skiing exposes you to decisions with real consequences at whatever level of challenge you're willing to accept. At speed, you make split-second choices. Turn the wrong way and you end up in terrain you have to deal with immediately.
The mountain teaches balanced thinking. Too far left risks trees. Too far right risks rocks. Straight down the center builds dangerous speed. The optimal path requires constant calibration between competing risks, and the bravery to commit once you've chosen.
This applies beyond the mountain. In drumming, if you take a chance on an abstract polyrhythm that crosses the bar line, you have to resolve it. In AI system design, if you chain together services in an unconventional pipeline, you have to make the output coherent. Skiing makes this principle physically tangible: commit to a decision, adapt when new information appears, find your way back to balance.


Ten years of study under Ryan Murphy

A glimpse into impactful contributions and distinguished roles.
American Society for AI
Board Member
Mensa Foundation
Board of Trustees
Federal Grant Funding
Millions via NSF, NIH, IES, AFWERX

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Your exhibit guide

Welcome to the exhibit. I'm the Drum Language Docent. There's a lot here: tech, music, the physical practice side. Where do you want to start?