All Posts

Published on
December 16, 2025
📝 AI Search Paradigm：When Search Engines Learn to Think
LLM Paper learning
The world's information is scattered, but our search tools remain **single-threaded and passive**.
Published on
December 10, 2025
📝 Deep Analysis：The Internal Logic of LLM Safety Mechanisms
LLM Paper learning
How do LLM safety alignment and jailbreak attacks actually work? Why can aligned models still be jailbroken to bypass safety guardrails? What's really happening inside these black-box models?
Published on
December 3, 2025
📝 DeepSeek-V3.2：The Open-Source AI That Rivals GPT-5
LLM Paper learning
How a Chinese lab built frontier AI capabilities at a fraction of the cosy.
Published on
December 1, 2025
📝 Nested Learning：Why AI Can't Remember Yesterday (And How to Fix It)
LLM Paper learning
Understanding the breakthrough that could give AI a real memory.
Published on
November 19, 2025
📊 AI-Driven Group Work Conflict Resolution：Deep Dive Analysis
LLM Paper learning
There's no comprehensive system that combines objective evidence (code commits, chat logs) with AI-powered analysis to fairly adjudicate group work disputes.
Published on
November 16, 2025
📝 College Course Recommendation System：Deep Dive Analysis
LLM Paper learning
The researchers applied Netflix-style recommendation algorithms to education, asking "If streaming platforms can predict what movies you'll love, why can't universities predict which courses will advance your career?"