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.
10 articles in All
2. Stuck in a Loop.
Runaway credit ratcheting in attention matrices.
3. Cutting Pretraining Costs by 62%.
Introducing ANVIL III, our state-of-the-art LLM optimizer.
4. Beating Qwen3 as the Frontier 1.7B Math Model Using 180x Fewer Training Tokens.
5. The Signal and the Noise.
Generalizing AdamW.