Most RAG systems don’t understand sophisticated documents — they shred them

Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 ...
Fast Company

Market segmentation, AI and everything in between

When it comes to market segmentation, I don’t see truly well-documented cases often. At a more simplistic level, we think of classic matrices such as BCG or McKinsey’s. But the real exercise of ...
Search Engine Land

Semantic depth in SEO: Go beyond keywords to rank higher

You followed the SEO playbook. You carefully selected keywords, analyzed competing content, and published long‑form articles that filled gaps in coverage for dozens of topics. Yet your Google rankings ...
Frontiers

Deep learning-based semantic segmentation for rice yield estimation by analyzing the dynamic change of panicle coverage

Introduction: Rising global populations and climate change necessitate increased agricultural productivity. Most studies on rice panicle detection using imaging technologies rely on single-time-point ...
IEEE

AI for Healthcare: Applications of Semantic Segmentation in Lung Cancer Detection Using Python and Implications for Public Policy

Abstract: The purpose of this paper is to study of how machine learning algorithms, artificial intelligence, semantic segmentation and fine recognition can be used to enhance computer vision in order ...
CNBC

Business class+? Delta says segmentation is coming to high-end cabins

Delta Air Lines is studying how to segment its premium cabins. The airline could offer different options that are similar to changes it's made in the coach cabin. Other airlines offer more spacious ...
GitHub

polyp-segmentation

This research will show an innovative method useful in the segmentation of polyps during the screening phases of colonoscopies. To do this we have adopted a new approach which consists in merging the ...