Cartesia 发布 Managed Agents，登顶 Artificial Analysis Speech Agent Arena
Cartesia 发布 Managed Agents，在 Artificial Analysis 的 Speech Agent Arena 盲测人类偏好排名中位列第 1。
A cascaded voice agent just won a blind human-preference ranking against native speech-to-speech models.
Today, Cartesia launched Managed Agents, ranked #1 on Artificial Analysis’ Speech Agent Arena.
Most LLMs learn from chunks of text picked by a tokenizer. But here, H-Nets learn directly from raw bytes and figure out those boundaries themselves.
This leads to 3–5x better efficiency in controlled scaling experiments. At larger scale, matching an open-source model trained on 11 trillion tokens with roughly 10x less training data and compute.
> #1 in blind human preference and #1 in enterprise accuracy
> Cascaded stack that sounds as natural as speech-to-speech
> Own speech models and agent harness tuned as one system
来源：rohanpaul_ai · x.com