LLM Reasoning

RAG + Reasoning is the Bridge to Human-Like Intelligence — AI Innovations and Insights 56

Welcome back, let’s dive into Chapter 56 of this insightful series!AI Exploration Journey is a reader-supported publication.

Jul 12 •

From Retrieval to Reasoning: The Next-Gen AI Search Paradigm — AI Innovations and Insights 55

Welcome back, let’s dive into Chapter 55 of this insightful series!AI Exploration Journey is a reader-supported publication.

Jul 8 •

A Panorama of Deep Research Systems — AI Innovations and Insights 54

Welcome back, let’s dive into Chapter 54 of this insightful series!AI Exploration Journey is a reader-supported publication.

Jul 4 •

What?! o3, DeepSeek-R1, Claude, and Gemini Are Just Pretending to Think? — AI Innovations and Insights 51

Welcome back, let’s dive into Chapter 51 of this insightful series!AI Exploration Journey is a reader-supported publication.

Jun 22 •

Fewer Steps, Better Answers: How to Develop Efficient Reasoning in LLMs — AI Innovations and Insights 46

Jun 4 •

MCTS-RAG: Reshaping RAG in Small Models with Tree Search — AI Innovations and Insights 42

Welcome back, we’re now at Chapter 42 of this ongoing journey.AI Exploration Journey is a reader-supported publication.

May 19 •

CoRAG: Teaching RAG to Retrieve Like a Thinking Human — AI Innovations and Insights 36

Welcome to the 36th installment of this glamorous series.AI Exploration Journey is a reader-supported publication.

Apr 26 •

The Best Way to Understand PPO, GRPO, and DPO: 3 Simple Analogies

Recently, with the rise of various reasoning LLMs, terms like GRPO, DPO, and PPO have been popping up more frequently.

Apr 6 •

O1 Replication Journey Part 3: Procrastination Problem of LLM

Can Inference-Time Scaling Make It Smarter?

Mar 20 •

O1 Replication Journey Part 2: Let a Great Teacher Guide Students

In my view, any kind of learning boils down to two key elements: training data and training methods. For enhancing LLM reasoning or replicating OpenAI…

Mar 6 •

O1 Replication Journey Part 1: From Shortcut Hunters to True Explorers

Mastering the LLM Reasoning Exploration Journey, Not Just the Answer

Mar 3

AI Innovations and Insights 30: Agentic Reasoning and Key Features of Claude 3.7 Sonnet

This article is the 30th in this deeply interesting series. In this post, we will explore two mind-opening topics:

Feb 28

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