Welcome to Burstiness and Perplexity
Practical AI for professionals who want to build, not debate. This community is a workspace for constructing real AI agents that solve actual problems—through build-along courses, peer feedback, and tested resources. Whether you're starting your first agent or optimizing existing workflows, everything here is designed for immediate application. No hype, no theory-only—just functional systems you can deploy today.
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Bleeding Edge
Tools and resources to keep you up-to-date on AI research, models and innovation.
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One-shot Website analysis for AI overviews
a research-driven tool to assess AI Overview visibility
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AI Parasites- The new science of SEO Parasitism
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Private Course
AI Math Basics-Everyone’s math class AI techstack
The math behind AI isn’t exceptional— the core ideas are accessible to those with high school math skills. The most basic applied concepts go back to the early 1950’s. This class gives you terminology, mnemonics, flash cards and quick quizzes so you can get comfortable with the basics with no math anxiety.
Why? Mastering the broad strokes of the math terminology and concepts will help you as an end-user, in evaluating and purchasing tools and more. It might actually be fun.
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AI resources- Energy Transition - DU Law school
AI resources for Prof. Andrew Lillie’s 3rd year Law School students
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Structured Prompting for Idiots
Structured Prompting is about using "programming" languages like JSON and XML instead of plain language for prompting. We will explore why this yields better results in some situations, and ways you can quickly implement it.
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All thing Misty
Using the msty.app to run AI models locally and remotely, with roll your own RAGs, etc.
Video tutorials, tips and more. Designed for newbies +
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Private Course
TSD
IYKYK
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AI Agents for SEO
Resource Hub for the scratch build of AI Agents, with focus on general agents and agents for SEO workflows. Iterate, Innovate, Execute
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Private Course
Darkest AI 2025 VIP
camp SEO/Darkest AI VIP Session and deliverables
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Private Course
Darkest AI 2025
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Future of Search 2025: Lessons from Penalty Phase
Future of Search 2025: Lessons from the Penalty Phase of the Google Anti-trust trial. We combed thru 186 documents to find the insights. With Lee Witcher
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Hidden State Drift Mastermind Archives
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