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AI’s underlying constraint - compute complexity
News - General
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 reveal...
Dictums
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 ...
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
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 ...
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.
Axioms - Information V2 - 2025 Edition
ONTEL - The Platform for the AI epoch?
Information Constrained Systems
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 pos...
Network Performance
This page provides content on network performance including metrics.
Showcases
Timelines
AI Art / Images
Tech Timeline: 2025
This page provides a timeline of significant tech events in 2025