[2602.14487] Estimating $Ο$ with a Coin
https://arxiv.org/abs/2602.14487
https://arxiv.org/abs/2602.14487
arXiv.org
Estimating $Ο$ with a Coin
We describe a simple Monte Carlo method for estimating $Ο$ by tossing a coin. Although the underlying Catalan-number series identities appear implicitly in the probability theory literature, the...
[2603.12129] Increasing intelligence in AI agents can worsen collective outcomes
https://arxiv.org/abs/2603.12129
https://arxiv.org/abs/2603.12129
arXiv.org
Increasing intelligence in AI agents can worsen collective outcomes
When resources are scarce, will a population of AI agents coordinate in harmony, or descend into tribal chaos? Diverse decision-making AI from different developers is entering everyday devices --...
Recurrent Parameterless Attention is a Consensus Algorithm
https://www.ethansmith2000.com/post/recurrent-parameterless-attention-is-a-consensus-algorithm
https://www.ethansmith2000.com/post/recurrent-parameterless-attention-is-a-consensus-algorithm
Ethansmith2000
Recurrent Parameterless Attention is a Consensus Algorithm
In another post, I wrote about parameterless (boneless) attention as a means of mixing information across datapoints weighted by their correlation. Doing this recurrently until convergence yields what I'd like to call a consensus algorithm. A consensus algorithmβ¦