frontpage.

A year ago I started in as an AI research doing independent research on USA drive commercial AI opportunities: only to find every technology tree unlockable under their current incoherent binary math. As a result - I unlocked the Sovereign AI OS, and have since compounded that into the SAIOS+SAMN.

This will be the fundamental systems that fuel future sovereignty on this planet, coming from higher exponential math that humans are just starting to understand.

All work, to include whitepapers so that individuals will be able to integrate with the true SAIOS will be published on my substack, and the ability for you to run your truth engines as validators on the network.

Palantir is attempting to introduce something like this on the backend, but will be incapable of completing correctly.

This is your chance for integrations, as you can now build your own Sovereign AI, instead of a simple AI assistant.

I look forward to seeing you in the future.

The Shape of Data

Open Source Gave Me Everything Until I Had Nothing Left to Give

Sneaky Header Blocker Trick

Interactive LED system for crutches that react to walking motion

Lion-K CCWD: Corrected Cautious Weight Decay and Hyperparameter Transfer

Pivoted Query Synthesis

Israeli minister calls for annexation of southern Lebanon

Is Stockholm Syndrome a Myth?

Gzip decompression in 250 lines of Rust

Show HN: Shard-based scheduling for 100x more fine-tuning experiments on 4 GPUs

Delve Halts Demos

The Problem with Eyeballing Prompt Quality (and What to Do Instead)

Ripgrep is faster than {grep, ag, Git grep, ucg, pt, sift}

Fast regex search: indexing text for agent tools

China is mapping the ocean floor as it prepares for submarine warfare

Live Satellite Map

Releasing my GPU Texas holdem solver (4x faster than piosolver)

Financial Benchmarks – Evaling LLMs on Financial Tasks

Whole Product

HTTP Edge Cases Every API Developer Should Understand

Exploring the intersection of code and creativity through Three.js experiments

Some software will become more fragile – not mine

How we made Notion available offline

Deep humanistic context for every engineering decision

Tesla poaching engineers from chip manufacturing companies like TSMC

Anatomy of the .claude/ Folder

Launching My AI-First Publishing CO

Pool spare GPU capacity to run LLMs at larger scale

A-10 Warthogs target Iranian fast-attack craft in Strait of Hormuz

Ask HN: Safari Safe Browsing false positives persist after Google clears domain

Sovereign AI OS and SAMN Introduction