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Home / AI Fluency

AI Fluency

Understanding and working alongside AI as a co-strategist—building fluency for marketers and creators.

AI Fluency Log by Sorilbran - "AI Document Hygiene"
AI Fluency Marketing Systems

AI Document Hygiene

AI doesn’t just see what’s on the slide—it reads the entire file. This post breaks down how hidden text, off-slide content, and workspace clutter still get parsed by machines, and what to do before exporting your next deck. A practical guide to operational hygiene in the age of machine visibility.

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AI Fluency Log by Sorilbran - "Navigating AI Memory Loss"
AI Fluency Marketing Systems

Tokens and Takeoffs: A System for Navigating AI Memory Loss

Over the weekend, I realized Maverick (my AI) and I were losing context mid-project because our conversations were too long. I’d assumed memory issues showed up randomly. Turns out, they show up at 100,000 tokens. Quantifiable. Preventable.

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AI Fluency Log by Sorilbran - "Notice, Ask, Mitigate: The Hiccup with Uploading Images to ChatGPT"
AI Fluency Marketing Systems

Notice, Ask, Mitigate: The Hiccup with Uploading Images to ChatGPT

In this entry, I explore a repeat glitch in how AI responds when I upload images mid-conversation.

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AI Fluency Log by Sorilbran - "Syntax, Semantics, and the Risk of AI-Generated Content"
AI Fluency Marketing Systems

Syntax, Semantics, and the Risk of AI-Generated Content

This log explores what happens when AI helps shape your content but accidentally erases your fingerprint in the process. I explore syntax patterns, semantic noise reduction, and how to keep your voice recognizable as you scale thought leadership through AI.

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AI Fluency Log by Sorilbran "Parsing Like a Machine: How AI Reads Differently From Humans"
AI Fluency Marketing Systems

Parsing Like a Machine: How AI Reads Differently from Humans

In this entry, I unpack a moment with Maverick (my AI assistant) that revealed a major difference between how humans and AI “read.” Spoiler: it’s not the same.

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AI Fluency Log by Sorilbran - How Does AI “Know” Me: Identity Anchors & Pattern Recognition
AI Fluency Marketing Systems

How Does AI “Know” Me: Identity Anchors & Pattern Recognition

In this first entry of my “AI Fluency” series, I document how AI identifies users based on patterns, not assumptions.

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Detroit founders, I teach search engines and AI tools who you are, when to recommend you, and which customers to send your way.

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© 2025 Sorilbran Stone | Organic Growth Strategist for Detroit's Business Ecosystem

  • Home
  • About
    • Stone Creative Intelligence
    • Five-Talent Strategy House
  • Insights
  • VERB
    • The Translation Layer: Connect Your Value to Buyer Intent
    • Solving for I: Train AI to Sound Like You
    • The Brand Lexicon: How to Own ConversationS You’ll Never Be In
    • The Brand Intelligence Stack: Teaching AI to Think Like You
  • News
    • Sorilbran Stone Joins Black Tech Saturdays for Virtual AI Series
    • Five-Talent Strategy House Finds a Home at TechTown
    • Lessons from the Digital Empowerment summit
  • Essays