AI Exploration Journey

AI Exploration Journey

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LLM Reasoning

AgenticOCR: Turning OCR into an Evidence-Seeking Agent — AI Innovations and Insights 118
If you work on document intelligence, you probably know the strange frustration of having "good OCR" and still getting bad answers.
SmartSearch: Reward the Query, Fix the Retrieval, Upgrade the Agent — AI Innovations and Insights 111
Building RAG systems or LLM-based search agents taught me that the model’s first query is rarely its best query.
SciEx: Squeezing Scientific Papers into a Glass of Structured Data — AI Innovations and Insights 101
Have you ever wondered if it’s possible to use a large language model to automatically extract key information from a stack of scientific papers and…
CoopRAG: Unroll, Retrieve, Cooperate, and Repair — AI Innovations and Insights 100
If you’ve ever watched a RAG system miss an obvious fact because the question was underspecified, this post might offer an insightful perspective.AI…
RouteRAG: An RL Router That Teaches RAG When to Search — AI Innovations and Insights 98
Recently, the combination of RAG and reinforcement learning has been appearing more often.
DecEx-RAG: A Paradigm Shift from Outcome to Process in Agentic RAG — AI Innovations and Insights 82
Have you encountered Agentic RAG in your work or research?
 • Florian
Agentic Programming: The Technology Behind Codex and Claude Code — AI Innovations and Insights 80
Upgrading AI from Code Completion to End-to-End Software Delivery
 • Florian
From Code Monkey to AI Architect: The Rise of LLM-Powered Coding Agents — AI Innovations and Insights 69
Claude Code, Cusor, GitHub Copilot
 • Florian
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.
 • Florian
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.
 • Florian
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.
 • Florian
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.
 • Florian
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