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a21ai6d ago · 15 min read

Defending Hidden Chain-of-Thought (CoT) Traces Against Adversarial Reasoning Injection and Step-Level Laundering

In 2026, Chief Information Security Officers (CISOs), Chief AI Officers (CAIOs), and platform engineering architects are encountering a transformative shift in foundation model architecture: the trans

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Kshitiz AcharyaJul 10 · 10 min read

Beyond Chain-of-Thought

Some questions do not begin as theories. They begin as curiosity that keeps pushing deeper... Mine began with something that looked narrow enough to stay contained: Chain-of-Thought in AI. A reasonabl

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Wonkyung LeeAug 23, 2025 · 2 min read

LLM의 CoT 추론이 사실은 진정한 논리적 추론이 아닐수도?!?! - Is Chain‑of‑Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

논문 원본 링크: https://arxiv.org/pdf/2508.01191 관련 뉴스 https://www.aitimes.com/news/articleView.html?idxno=201660 논문 요약 1. 연구 목적과 배경 Chain‑of‑Thought(CoT) 프롬프트는 LLM이 문제 해결 전에 인간처럼 중간 추론 과정을 표현하게 하여 성능을 향상시키는 기술입니다. 하지만 이러한 CoT가 실제 논리적 추론인지, 아니면 훈련 데이터의 패턴을...

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SaifAug 15, 2025 · 4 min read

🤖 The AI's Inner Monologue: Unlocking Self-Reflection with Chain-of-Thought

Have you ever wondered if an AI can truly think? 🤔 It turns out, it can! A thinking model can reason by talking to itself through a fascinating process of self-reflection. The magic behind this capability is a powerful technique known as CoT (Chain-...

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SaifAug 14, 2025 · 3 min read

Beyond "Hello, AI": A Deep Dive into Prompting 💡

Hey there! 👋 Want to really understand how prompting works and use LLMs optimally to get the exact results you want? Living in 2025, you've definitely heard about "Prompting". 🤖 Simply put, it's the art of talking with an AI LLM (Large Language Mod...

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Vidya Sagar MeharMay 31, 2025 · 6 min read

Crafting AI Personas with System Prompts & CoT: Building Hitesh Choudhary’s Digital Twin

Welcome to the Hitesh Choudhary sir’s AI Persona Bot — a terminal-based chatbot powered by OpenAI's GPT-4o-mini, designed to simulate conversations in Hitesh sir's tone, expertise, and teaching style. In this blog, I'll walk you through the entire se...

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