# Sapient 回应 OpenAI Astra 带火循环架构：HRM-Text 已开源，约 1000 美元算力即可从零预训练

- 来源：Rohan Paul (@rohanpaul_ai)
- 发布时间：2026-09-06 08:38
- AIHOT 分数：54
- AIHOT 链接：https://aihot.virxact.com/items/cmtp350wa0528robleyezpyhj
- 原文链接：https://x.com/rohanpaul_ai/status/2096397706235420789

## AI 摘要

Rohan Paul 转发 Sapient 的回应称，Sapient 于 2025 年 6 月提出 Hierarchical Reasoning Model，并于今年 5 月开源 HRM-Text，认为 OpenAI Astra 将循环架构带入前沿讨论验证了其早期方向。

## 正文

Sapient introduced the "Hierarchical Reasoning Model" in June 2025, then open-sourced its "Hierarchical Reasoning Model" Text model this May.

The model uses recurrent architectural loops, while OpenAI GPT-6 Astra is now putting looped recurrence in latent space into the frontier conversation.

The overlapping idea was: reasoning can spend computation by repeatedly updating internal state rather than relying only on a conventional transformer stack.

Sapient made that research decision before it had much industry validation, then published a model people could actually inspect and retrain.

### 引用推文

> Sapient Intelligence：Excited to see the conversation around OpenAI’s Astra bringing recurrent architectures into the frontier spotlight. At Sapient, recurrence has been central to o...