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 — 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

January 31, 2022 — AI Governance: A Research Agenda

Building Orgs

• Coaching for Performance
• Working Effectively with Legacy Code

Complexity

• A Thousand Plateaus
• Active Matter
• 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

• Designing Data-Intensive Applications
• Reactive Microservices Architecture

Humane Technology

• CZI Medical Vision
• Team Topologies

Lecture Notes

• Collective Intelligence 2023
• 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)

Serving Data

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

Storing Data

• Databases
• Stream Architecture

Swarms

• From Swarms to Societies
• Test Functions for Swarm Algorithms
• Swarm Design Patterns

Systems Engineering

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