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Search Engines

23
Mar
Ranking vs Reasoning: Two Different Logics of Information

Ranking vs Reasoning: Two Different Logics of Information

An analysis of how traditional search ranking systems differ from AI reasoning systems, and what this shift means for information access, incentives, and digital infrastructure.
5 min read
20
Mar
Himpfen Search: Rethinking the Search Interface for the AI Era

Himpfen Search: Rethinking the Search Interface for the AI Era

A design proposal exploring how search engines could evolve in the AI era with a three-panel interface separating history, AI understanding, and sources.
6 min read
13
Mar
How AI Is Changing Search Without Replacing It

How AI Is Changing Search Without Replacing It

An analysis of how artificial intelligence is reshaping search systems through synthesis and conversational interfaces while leaving core search infrastructure and retrieval mechanisms intact.
5 min read
06
Mar
Search Isn’t Dying. Discovery Is Fragmenting.

Search Isn’t Dying. Discovery Is Fragmenting.

Search is not disappearing. Discovery is spreading across social platforms, AI interfaces, internal platform search, and recommendation systems. This article examines how fragmented discovery is reshaping how information is found online.
6 min read
22
Jan
Google Rolls Out Personal Intelligence for AI Mode in Search

Google Rolls Out Personal Intelligence for AI Mode in Search

Google has begun rolling out Personal Intelligence in AI Mode, allowing Search to deliver personalized responses using data from Gmail and Google Photos. The opt-in feature is available to paid AI subscribers in the U.S. and raises new questions about privacy and publisher impact.
3 min read
19
Dec
Microsoft Outlines How Duplicate Content Impacts AI Search Visibility

Microsoft Outlines How Duplicate Content Impacts AI Search Visibility

Microsoft explains how duplicate and near-duplicate content affects AI-powered search visibility, including how LLMs select representative URLs, why duplication weakens signals, and how consolidation and IndexNow improve AI search outcomes.
3 min read
27
Oct
Microsoft Unveils Fall Release of Copilot With Expanded Memory, Search and Collaboration Features

Microsoft Unveils Fall Release of Copilot With Expanded Memory, Search and Collaboration Features

Microsoft’s Copilot Fall Release adds memory, collaboration, search connectors, health tools, and voice tutoring. The update advances Microsoft’s vision for a more personal, cross-service AI assistant integrated across Windows, Edge, and Microsoft 365.
3 min read
14
May
What Is Google RankBrain? A Foundational Guide to Google’s Smarter Search Algorithm

What Is Google RankBrain? A Foundational Guide to Google’s Smarter Search Algorithm

Learn how Google RankBrain uses machine learning to understand search queries and improve results. This beginner-friendly guide explains how it works, why it matters, and how to optimize your content for smarter, intent-based search.
5 min read
26
Nov
Google Tests Simpler Hotel Search Experience in Three EU Countries

Google Tests Simpler Hotel Search Experience in Three EU Countries

Google is testing a simplified hotel search in Germany, Belgium, and Estonia, replacing maps and listings with basic links to comply with the EU's Digital Markets Act. This temporary change aims to assess user behavior and traffic impacts, potentially shaping future search regulations worldwide.
2 min read