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AI

Stories, glossary entries, and explainers connected to ai.

Key terms in AI

Quick definitions before the deeper reading.
AI agentAI hallucinationAI tokenGPULLMOn-device AI
Microsoft Copilot Plus PC presentation on a stage.
Should you care?

Copilot can now tell you why your PC is slow

Microsoft is testing PC Insights for Copilot, a plain-English way to ask why your laptop feels slow, whether your storage is full, or why your battery is fading.

Tim Humphreys6 min read
Claude, Gemini, Grok and ChatGPT logos shown together for a story about choosing practical AI models.
MAMBO Take

You probably do not need the newest AI model

The useful model is the one that solves your repeated task reliably, affordably and inside your workflow. Benchmark leadership is not a personal productivity strategy.

Tim Humphreys5 min read
A Safari Technology Preview icon on a blue background. Credit: Apple.
Should you care?

Safari just opened its doors to AI coding agents

Safari Technology Preview now includes an MCP server, giving compatible AI coding agents official tools to inspect, test, and debug websites in a live browser.

Tim Humphreys5 min read
An abstract illustration of connected nodes.
MAMBO Explains

What is an AI agent, really?

An AI agent is software that does not just answer you, it takes actions to reach a goal you set.

Lulu Camau4 min read