Lit Reviews

April 23, 2025 — LLMs Pass the Turing Test

December 29, 2024 — Federated inference and belief sharing

November 26, 2024 — Constructing Stability: Optimal Learning in Noisy Ecological Niches

August 7, 2024 — Gov AI Annual report 2023

February 10, 2024 — Persistent Barcodes for Shapes

June 17, 2023 — Coupling of Waves to Sea Surface Currents Via Horizontal Density Gradients

June 17, 2023 — Human AI Decision Systems

April 23, 2022 — Physics-informed neural networks

April 1, 2022 — Measuring algorithmically infused societies

February 2, 2022 — AI and It's Implications for Income Distribution and Unemployment

Building Orgs

• Coaching for Performance
• Working Effectively with Legacy Code

Complexity

• A Thousand Plateaus
• Diversity and Complexity
• Godel, Escher, Bach
• Phase Transitions
• Phenomenology of Perception
• Supersizing the Mind
• Thinking in Systems

Deriving Data

• Correlation
• K-nearest neighbors
• Outlier Detection

Enterprise Software

• API Design Patterns
• Designing Data-Intensive Applications
• Reactive Microservices Architecture

Gathering Data

• Active Matter

Humane Technology

• Foundations of Humane Technology
• Team Topologies

Lecture Notes

• Collective Intelligence
• Conference on Complex Systems 2016
• Deep RL Bootcamp 2017
• Lead Dev London
• MLSS Cadiz 2016
• Yelp Realtime Streaming Data Infrastructure

Linguistics

• Elements of Discourse Understanding
• Encoding Knowledge in Partitioned Networks (Article Review)

Machine Learning

• Reinforcement Learning (Book Review)

Math

• Binet's Formula
• Intersection of Convex Sets
• Linear Algebra Basics
• Navier-Stokes Existence and Smoothness Problem
• Network Geometry
• Parrallelogram is convex
• Primes
• Principal Component Analysis (PCA)
• Radicals
• Square Root of 2 is Irrational
• Topological Data Analysis

Serving Data

• AWS Virtual Private Clouds (VPCs)
• Load Balancing Algorithms
• Networking
• Processor Scheduling

Storing Data

• Database Systems
• Databases
• Stream Architecture

Swarms

• From Swarms to Societies
• Intro

Systems Engineering

• Space-Time Continuous Models of Swarm Robotic Systems (Book Review)