HYPERSTITION
formerly social physics lab
For too long has coordination been the Achilles’ heel to human progress. Increased intelligence only paints a myopic picture; we seek to hyperstition a more complete one.
13 articles in All
2. Training NanoGPT in 39.9 Seconds.
3. Architectural Considerations From Building Witness.
Our programming language for private computation.
4. We’ve Stopped Dreaming.
5. Stuck in a Loop.
Runaway credit ratcheting in attention matrices.
6. Cutting Pretraining Costs by 62%.
Introducing ANVIL III, our state-of-the-art LLM optimizer.
7. Beating Qwen3 as the Frontier 1.7B Math Model Using 180x Fewer Training Tokens.
8. The Signal and the Noise.
Generalizing AdamW.