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盖瑞·马库斯反驳 AI 取代复杂软件系统的说法

📅 2026-03-16 00:15 Gary Marcus 人工智能 3 分鐘 3506 字 評分: 83
软件工程 AI 编程 LLM 局限性 Elon Musk Gary Marcus
📌 一句话摘要 盖瑞·马库斯认为,AI 目前仅限于原型开发和简单的 CRUD 任务,尚无法取代复杂、高水准的软件系统。 📝 详细摘要 针对 Elon Musk 关于 AI 在软件领域主导地位的说法,盖瑞·马库斯反驳称 AI 尚未“吞噬”软件。他强调,操作系统、Excel 和 3A 级游戏等关键系统,仍远超当前 AI 生成代码的能力范围。尽管承认 AI 在原型开发和简单的数据库操作(CRUD)方面的实用性,但他坚称,针对复杂实际场景定制开发的软件,在目前阶段仍远优于 AI 快速生成的任何原型。 📊 文章信息 AI 评分:83 来源:Gary Marcus(@GaryMarcus) 作者:G
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Gary Marcus Rebuts Claims of AI Replacing Complex Software Systems ==================================================================

Gary Marcus Rebuts Claims of AI Replacing Complex Software Systems ================================================================== ![Image 2: Gary Marcus](https://www.bestblogs.dev/en/tweets?sourceId=SOURCE_c2fb88) ### Gary Marcus

@GaryMarcus

Nope, @elonmusk, not even close. Software has not been eaten by AI.

Nobody has replaced an operating systems, or Excel or GPS or their favorite browser or favorite AAA video game entirely with AI. The results just aren’t high enough calibre.

Sure, you can use AI for prototyping. And you can use it for simple “CRUD” [Create, Replace, Update and Delete] databases, databases, knockoffs of existing codebases, etc.

But most complex* real world cases, custom software that has been developed over the years is (at least for now) still far, far better than whatever quick prototypes you can get out of AI.

!Image 3: Elon Musk

#### Elon Musk

@elonmusk · 14h ago

Yeah

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16.6K Views ![Image 4: Gary Marcus](https://www.bestblogs.dev/en/tweets?sourceid=c2fb88) Gary Marcus @GaryMarcus

One Sentence Summary

Gary Marcus argues that AI is currently limited to prototyping and simple CRUD tasks, failing to replace complex, high-caliber software systems.

Summary

Responding to Elon Musk's endorsement of AI's dominance in software, Gary Marcus argues that AI has not yet 'eaten' software. He highlights that critical systems like operating systems, Excel, and AAA games remain far beyond the current capabilities of AI-generated code. While acknowledging AI's utility in prototyping and simple database operations (CRUD), he asserts that custom-developed software for complex real-world cases remains significantly superior.

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83

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Gary Marcus Rebuts Claims of AI Replacing Complex Softwar... ===============

查看原文 → 發佈: 2026-03-16 00:15:50 收錄: 2026-03-16 02:01:03

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