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Enterprise AI Visibility Moves Beyond Documents: Copilot Will Retrieve Structured Business Data and Live Workflows
Enterprise AI retrieval is moving beyond the document repository. Microsoft is expanding the business context available to Copilot so that an answer or delegated task can be ground...
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Copilot Turns Business Knowledge Into Executable Software—Content and Data Can Now Feed Apps, Not Just Answers
Microsoft is expanding the unit of AI-generated knowledge work beyond text, spreadsheets and presentations. With Copilot Code, a business user can describe an app, tracker, dashboa...
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Microsoft Copilot Will Choose the Agent for You: Prompts Become Automatically Routed Workflows
Microsoft is moving an important piece of AI complexity out of the user interface. The new Copilot Home brings Chat and Cowork into one starting point, integrates Word, Excel and P...
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What Is Growth Marketing? A Condensed Yet Comprehensive Guide for Beginners
Growth marketing is often described as marketing with more data, faster experiments and a bigger appetite for optimization. That definition is directionally correct but incomplete....
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Supercharge Your Search Performance with Bing Webmaster Tools
SEO dashboards are good at telling teams what happened yesterday. They become much more useful when they can show whether yesterday was actually unusual. Bing’s expansion of Search...
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Removing Documentation for the Practice Problem Structured Data Type
Google has completed another small but revealing piece of its structured-data cleanup. On January 6, 2026, the company removed its documentation for the Practice Problem structured...
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Decision Intelligence: Match the AI Tool to the Decision
Enterprise AI strategy often starts in the wrong place. A company sees a compelling model demonstration, buys access to a platform and then begins searching for processes that migh...
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A GEO Playbook From Analyzing 70 Million AI Search Citations
Generative Engine Optimization has no shortage of tactical advice. The harder problem is separating recommendations supported by large-scale observation from practices that sound p...
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The Skill That AI Can’t Automate
The workplace AI problem is changing. For the past several years, much of the conversation has focused on capability: can a model write the document, analyze the spreadsheet, answe...
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What Is Perplexity SPACE? The Sandbox Behind Perplexity Computer
Long-running AI agents create an infrastructure problem that ordinary code sandboxes were not designed to solve. The agent needs enough freedom to install software, execute code, m...
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DeepSeek-V4.1-Flash Compresses the Cost of Long-Horizon Agents—One Million Tokens Now Fit Behind a Much Smaller Retrieval Cache
DeepSeek has released a model built around one of the least glamorous but most consequential bottlenecks in agentic AI: the cost of repeatedly reading and retaining enormous contex...
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