---
format: "aidr-story-markdown/v1"
id: "03abc3f10d71a1e1fadd751b5575fd5a68119f3e27f151961af7adab0bcd4039"
canonical_url: "https://aidr.today/03abc3f1?lang=en"
title: "Sage-Taiyi: A Metacognitive Architecture for Scientific Discovery"
lang: "en"
requested_lang: "en"
available_langs: ["en","vi"]
translation_fallback: null
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published_at: "2026-11-10T00:00:00.000Z"
category: "Research"
topics: ["agent"]
source_urls: ["https://huggingface.co/papers/2611.12762"]
summary: "Sage-Taiyi is a metacognition-inspired architecture that uses accumulated scientific understanding to guide investigation. On Taiyi-Bench, Sage-Taiyi ranked first on all eight metrics of historical rediscovery and open-ended ideation with an Overall score of 54.0. In chemistry, reaction-condition optimization raised the yield of cobalt-catalyzed carbonylation from trace amounts to 84%."
---

# Sage\-Taiyi: A Metacognitive Architecture for Scientific Discovery

> [Open the canonical story](<https://aidr.today/03abc3f1?lang=en>)

**Published:** 2026-11-10T00:00:00.000Z
**Category:** Research
**Topics:** agent

## Summary

Sage\-Taiyi is a metacognition\-inspired architecture that uses accumulated scientific understanding to guide investigation\. On Taiyi\-Bench, Sage\-Taiyi ranked first on all eight metrics of historical rediscovery and open\-ended ideation with an Overall score of 54\.0\. In chemistry, reaction\-condition optimization raised the yield of cobalt\-catalyzed carbonylation from trace amounts to 84%\.

## Sources

- [Story source](<https://huggingface.co/papers/2611.12762>)