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Agentic AEO 2027: Scaling vs Stalling

Posted on November 13, 2026November 13, 2026 by Clara Milicent

Agentic AEO, the discipline of staying visible and chosen as AI agents take over discovery as AI agents take over

AI Shopping Errors That Send Buyers Elsewhere

Posted on November 13, 2026November 13, 2026 by Clara Milicent

AI shopping has quietly become the first step of the buying journey, and AI shopping errors are the new merchandising

Windows Activation Failures Hit November Updates

Posted on November 13, 2026November 13, 2026 by Clara Milicent

Microsoft has confirmed that the November 2026 Patch Tuesday security updates are breaking Windows activation and licensing operations on some

Google Ads Invalid Traffic Card: Savings and Credits

Posted on November 13, 2026November 13, 2026 by Clara Milicent

Google Ads has started rolling out its Invalid Traffic Overview Card, a new invalid traffic transparency surface, and for the

Claude Meetings: An AI Teammate Joins Your Video Calls

Posted on November 13, 2026November 13, 2026 by Clara Milicent

Anthropic has launched Claude Meetings in beta, and the Claude Meetings feature does something AI assistants have mostly simulated until

How to Get Your Website Into ChatGPT Search: No Form Needed

Posted on November 13, 2026November 13, 2026 by Clara Milicent

Site owners searching for a way to submit a website to ChatGPT search keep discovering the same answer: there is

OpenBot 1.0: A Self-Hosted AI Coworker You Can Audit

Posted on November 13, 2026November 13, 2026 by Clara Milicent

CopilotKit has released OpenBot 1.0, a modular, self-hostable workspace for AI coworkers that runs on infrastructure you own, and the

The 9 LLM Inference Metrics That Tell You If AI Is Fast

Posted on November 13, 2026November 13, 2026 by Clara Milicent

A high token throughput does not necessarily mean a fast AI application. The first token may take too long to

Google TPU 8i Max and TPU 8tx: Four TPU Systems in One Year

Posted on November 12, 2026November 12, 2026 by Clara Milicent

Google’s TPU 8i Max doubles memory bandwidth for long-context agents while TPU 8tx brings confidential inference to TPUs. What shipped and what is missing.

Claude Fable 5.2: Frontier Benchmarks, Two Safeguard Levels

Posted on November 12, 2026November 12, 2026 by Clara Milicent

Anthropic’s Claude Fable 5.2 beats Opus 5.5 on most benchmarks at half the cost per task. Mythos 5.2 is its unrestricted sibling. What the system card reveals.