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AI’s underlying constraint - compute complexity
Purpose
Traveling through spatial complexity
10 important ideas from logic
News - General
Scaling laws - the unintuitive upside of diminishing returns
Stuck in the Mud? You're Not Busy, You're Complex
AI bubble watch
Hypersonic Navigation: Dense decisions in collapsed windows
A few seconds of video
A recent study ["Video Killed the Energy Budget: Characterizing the Latency and Power Regimes of Open Text-to-Video Models"](https://arxiv.org/pdf/2509.19222) on open text-to-video (T2V) models reveals significant energy…
Dictums
The Race to Everything and Other AI Segments
Main App Page
Displacement in physics
# Displacement is progress towards a goal In physics, information processing, and business, we care about displacement, not distance. The old business saying managers use is “I don’t care about your activity, I care abou…
Consider this - November 21, 2025
Delta - The difference between what is and what could be
Complexity, The Great Dilator of Time
Unwrapping Complexity: A Systems Equation for Realized Velocity
10 ideas about complexity
Unlocking Velocity: Why Bottlenecks Are A Powerful Strategy
Unwrapping Complexity: What makes velocity hard
Who We Are
Complexity in Decision-Making: Why Decisions Freeze/Flight When Uncertainty Spikes
Help
Quick Takes
Links to content around the web that is for fun or worth consideration.
Gen AI Demand Shifts
Agents as Cognitive Middleware: Translating Human Intent for LLMs
Errors in understanding and certainty - latency
This page discusses and visualize errors in understanding resulting from latency, specifically the challenge in knowing the location of a moving object.
Resources
Consider this
10 important ideas from statistics
Minimum necessary complexity
Eye Candy
From Complexity to Clarity: An AI's Discovery of a Faster Sort
# Preface In June of 2023, Google published a paper in Nature magazine, describing an improvement in sorting discovered by AlphaDev - an extension of AlphaZero (https://arxiv.org/abs/1712.01815) and guides a Monte Carlo…
Delta Introduction
Will the market decline more than 20% before the end of 2025 because of an AI bubble burst
Simple analogy for how scaling improves LLMs
Overview of Entanglements Between Crypto, AI, and the Stock Market
Market Board
Appendix A
The Power Draw
The purpose of this page is to provide an overview of life of a watt from generation to usage in a data center.
CISC vs RISC lessons on complexity and simplicity
20th Century Tech Bottlenecks: Transistors, Spectrum, and Bandwidth
The Velocity Framework
Refractive index as the coefficient of complexity for light
Trackers
Consider this - November 14, 2025
The Two Velocities — Units vs. Value
Axioms - Information V2 - 2025 Edition
10 important ideas from systems theory
App Showcase
10 important ideas from computer science
The Future of AI: Intelligence and Efficiency
AI Video Examples
The GPU Era: General-Purpose Parallelism
Who’s Driving the Conversation — You or the LLM?
10 important ideas from business
10 Important ideas from physics
ONTEL - The Platform for the AI epoch?
Steam Engine Inefficiencies: The Industrial Revolution's Hidden Brake
Information Constrained Systems
10 ideas about mathematics
Faster sorting algorithms discovered using deep reinforcement learning
Fundamental algorithms such as sorting or hashing are used trillions of times on any given day1. As demand for computation grows, it has become critical for these algorithms to be as performant as possible. Whereas remar…
Photon-Native Design Principles
10 important ideas from 'The Art of War'
Network Performance
This page provides content on network performance including metrics.
Lessons from the photon
Showcases
Simple is subversive
From Pin Factory to Compute Factory
Timelines
Energy in transitions
AI Art / Images
Tech Timeline: 2025
This page provides a timeline of significant tech events in 2025
10 ideas from chaos
Consider this - the week in tech and markets, November 11, 2025
10 important ideas from economics
Bottleneck is the strategy
Complexity-Dilated Time
10 Ideas
Living at Light Speed
The Quadratic
10 important ideas from strategy
The bottleneck is the strategy
Velocity: A Simple Model
AI Documents (Highlighted)
Focus on the important - let the noise blur into the background.
The Pivot to Specialized AI ASICs
Why Large Language Models Get Better with Scale: A Conceptual Guide
Strategy
Services
The humble photon
Sparse Attention - Reducing inference costs
Delta - The difference between what is, and what could be.
This is an agentic book that discusses how complexity is now the key issue in information constrained systems and economies.