---
title: "AI 能自我修正嗎？從 decoding、workflow 到 reasoning 的技術發展整理"
source_name: "Hung-yi Lee"
original_url: "https://www.youtube.com/watch?v=m3i2mk5hs8U"
canonical_url: "https://www.traeai.com/articles/d6b0a98b-150f-47d7-9c3f-6dc134b814c3"
content_type: "video"
language: "中文"
score: 8
tags: ["AI","机器学习","深度学习"]
published_at: "2026-04-25T12:45:54+00:00"
created_at: "2026-04-25T23:19:25.330511+00:00"
---

# AI 能自我修正嗎？從 decoding、workflow 到 reasoning 的技術發展整理

Canonical URL: https://www.traeai.com/articles/d6b0a98b-150f-47d7-9c3f-6dc134b814c3
Original source: https://www.youtube.com/watch?v=m3i2mk5hs8U

## Summary

李宏毅教授探讨AI自我修正能力，从解码、工作流到推理的技术演进。

## Key Takeaways

- AI自我修正依赖解码策略优化
- 工作流设计可提升模型可靠性
- 推理机制是实现自我修正的关键

## Content

Title: AI 能自我修正嗎？從 decoding、workflow 到 reasoning 的技術發展整理

URL Source: http://www.youtube.com/watch?v=m3i2mk5hs8U

Markdown Content:
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## AI 能自我修正嗎？從 decoding、workflow 到 reasoning 的技術發展整理

Hung-yi Lee 3,538 views 10 hours ago

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# AI 能自我修正嗎？從 decoding、workflow 到 reasoning 的技術發展整理

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3,538 views 10 hours ago

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# AI 能自我修正嗎？從 decoding、workflow 到 reasoning 的技術發展整理

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### [@HubertLentini](http://www.youtube.com/@HubertLentini)

[9 hours ago](http://www.youtube.com/watch?v=m3i2mk5hs8U&lc=UgwlCI59rgCJ0-XITQx4AaABAg)

终于更新了，没有新课的日子度日如年。

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### [@teoeehern665](http://www.youtube.com/@teoeehern665)

[10 hours ago](http://www.youtube.com/watch?v=m3i2mk5hs8U&lc=Ugw1AO73_ckzTk2imFp4AaABAg)

你是我youtube 里top3 最宝藏的youtuber之一, 希望以后还能看到更多关于Ai教学的视频. 先点赞

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### [@Gegegero56](http://www.youtube.com/@Gegegero56)

[6 hours ago](http://www.youtube.com/watch?v=m3i2mk5hs8U&lc=UgxPVNjVm_HQvx1aXS54AaABAg)

還以為是小金老師，原來是大金老師

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### [@yeesemoon9349](http://www.youtube.com/@yeesemoon9349)

[10 hours ago](http://www.youtube.com/watch?v=m3i2mk5hs8U&lc=UgwdAfxN__40LB4Ii0R4AaABAg)

先點贊，在觀看！

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### [@hsintong177](http://www.youtube.com/@hsintong177)

[6 hours ago](http://www.youtube.com/watch?v=m3i2mk5hs8U&lc=UgziH7P-7ndEF5Iyo2J4AaABAg&pp=0gcJCSIANpG00pGi)

追i的老斯更新啦 下飯下飯

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### [@jiananwang2681](http://www.youtube.com/@jiananwang2681)

[8 hours ago](http://www.youtube.com/watch?v=m3i2mk5hs8U&lc=UgyPGdcxeA8PrcYNSHh4AaABAg)

前排！希望之后也能老师讲讲这些大模型最新agentic rl相关的课程，非常好奇

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### [@aiclouddaily](http://www.youtube.com/@aiclouddaily)

[10 hours ago](http://www.youtube.com/watch?v=m3i2mk5hs8U&lc=Ugxfkd2ZuthwJOvOmaB4AaABAg)

1st

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### [@hsiehyl](http://www.youtube.com/@hsiehyl)

[9 hours ago](http://www.youtube.com/watch?v=m3i2mk5hs8U&lc=Ugwz5wT8BLg8UOFA0Xp4AaABAg)

簽

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### [@49733103](http://www.youtube.com/@49733103)

[7 hours ago](http://www.youtube.com/watch?v=m3i2mk5hs8U&lc=Ugwn5LFe3AFjHbGE1KJ4AaABAg)

![Image 26: face-blue-smiling](http://www.youtube.com/watch?v=m3i2mk5hs8U)![Image 27: face-blue-smiling](http://www.youtube.com/watch?v=m3i2mk5hs8U)

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### [@BobZhang-j2u](http://www.youtube.com/@BobZhang-j2u)

[8 hours ago](http://www.youtube.com/watch?v=m3i2mk5hs8U&lc=UgwKgjVbvvP-TX9PYEd4AaABAg)

李教授好，不知道是否可以讲解一些跟世界模型、具身智能相关的课程

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### [@Mmmmonster93](http://www.youtube.com/@Mmmmonster93)

[6 hours ago](http://www.youtube.com/watch?v=m3i2mk5hs8U&lc=UgweqXmQ6B8g3thycUh4AaABAg)

contrastive decoding 里，好模型和壞模型的差值最大的一定是那個正確答案嗎？我還是不太理解為什麼，感覺很隨機誒。有什麼可以補充瞭解的視頻或者知識嗎？感謝!

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## Description

AI 能自我修正嗎？從 decoding、workflow 到 reasoning 的技術發展整理

145 Likes

3,538 Views

10h Ago

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[![Image 30](http://www.youtube.com/watch?v=m3i2mk5hs8U) ### Hung-yi Lee 417K subscribers](http://www.youtube.com/@HungyiLeeNTU)

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