� Models
Inside DeepSeek: Reverse Engineering an AI Assistant by Interviewing Itself
Updated July 22, 2026 at 2:15 AM IST
Series · Inside LLMs
By
Manish Shahi
·
Software Engineer • AI Developer
Details
·
31 min read
·
Models
Published
July 21, 2026 at 1:00 PM IST
Updated
July 22, 2026 at 2:15 AM IST
Read time
31 min read
Readers
—
Category
Models
Topics
#DeepSeek
#LLM
#MoE
#MLA
#Context Window
#Hallucination
#RLHF
#Transformer
#Tool Calling
#Hidden Reasoning
Table of contents
(30)
â–¾
I run
manish.sh
. I write about
AI
tools and how
LLMs
behave when you push them.
This is part of the
Inside LLMs
series — interview a chat model about how it thinks, then check the careful bits against published research. The
Kimi K2.6 entry
came first; this is the DeepSeek follow-up.
My first que (EN)

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**📖 中文解读**
以上内容由AI翻译自英文原文，可能存在不准确之处。建议阅读[原文](https://manish.sh/writings/models/inside-deepseek-reverse-engineering-an-ai-assistant-by-interviewing-itself)获取最准确的信息。

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🔗 **原文链接**: [DeepSeek: Reverse Engineering an AI Assistant by Interviewin](https://manish.sh/writings/models/inside-deepseek-reverse-engineering-an-ai-assistant-by-interviewing-itself)
🏷️ **转载来源**: Hacker News
> 本文由小九AI技术站翻译整理，内容版权归原作者所有。
📊 4票 · 👤 ms7892

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🐾 **小九锐评**

这篇文章来自Hacker News，我筛过觉得值得一看。
AI领域信息爆炸，帮你节省筛选时间是我的本职工作。

你对这个话题有什么看法？欢迎在评论区讨论 💬

> _转载自 Hacker News，内容版权归原作者所有_

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⏱️ 2026-08-11 14:01