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Owned by Dr. Ericka

A community empowering educators to lead mindfully with AI, confidence, and clarity in a changing world.

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3 contributions to AI Bits and Pieces
🌀AI Quirks — When AI Matches Your Prompt Tone Too Well
🌀 The Quirk: When a prompt sounds authoritative, AI often mirrors that confidence — even if the answer itself is a best guess. 🌀What’s Going On: - AI is trained to mirror tone as much as intent. - Confident prompts signal “this is established knowledge.” - The model fills in missing context with the most likely answer. - Fluency can hide uncertainty, especially with new tools or edge cases. 🌀 What To Do If You See It: - Ask the model to flag assumptions before answering. - Request uncertainty explicitly: “What might be wrong here?” - Reframe the prompt as exploratory, not declarative. 👉 Try these prompts: “Answer cautiously. If any part is a guess, say so.” “Answer cautiously. If you’re unsure about any part, say so.” “Answer cautiously. Identify any assumptions and note where certainty is low.” “Answer cautiously. Call out any guesses.” Why This Matters: AI confidence is a delivery style, not a truth signal. Knowing when to slow the model (LLM) down is part of real AI fluency. 🎯 AI Bits & Pieces — helping people and businesses adopt AI with confidence.
4 likes • 11h
I love how you said it"mirrors" the input that you gave it. I think this is so true, you get back what you put into it. We need this reminder to slow down and communicate. I feel like this happens IRL too!
🔨 Claude Code Hub Update: Three Lessons Complete
Quick update on the Claude Code learning journey I'm sharing in public. I've now completed three full self-guided lessons (15 terms/concepts total) in the Claude Code Hub, and everything is organized in one location for easy reference. 🔨 What's Been Covered So Far: Lesson 1: Getting Started with Claude Code Lesson 2: Core Interactions Lesson 3: What Claude Code Does 🔨 What Makes This Different I'm not waiting until I've "mastered" Claude Code to share what I'm learning. I'm documenting the journey in real time — the concepts, the commands, the lessons learned, and yes, the mistakes too. This isn't a polished tutorial series. It's a shared learning experience. And the community has been incredible — experienced Claude Code users jumping in with corrections, clarifications, and real-world tips that make the content better for everyone. 🔨 Access the Claude Code Hub Claude Code Hub - AI Terms & Posts
2 likes • 1d
Sharing as you go is vulnerable but also inspires others. Bravo!
📦 Out of The Box in 30: ElevenLabs Voice Mode (Default vs IVC)
Welcome to the Out of The Box Series — where I test how far curiosity and AI can take me in 30, 60, or 90 minutes, using today’s best no-code and low-code tools. No setup. No training. Just pure exploration — right out of the box. 🎬 This Episode: ElevenLabs 🕒 Time Limit: 30 Minutes 📂 Category: AI Voice & Audio Creation What Is ElevenLabs? ElevenLabs is a tool that reads written text out loud using realistic-sounding AI voices. It’s often used to turn scripts, notes, or explanations into audio so people can hear information instead of just reading it. For this test, I had ChatGPT generate a short draft script for a brand-new video I am creating that is focused on an emerging shift many people are just starting to notice; the move from SEO (Search Engine Optimization) to AEO (Answer Engine Optimization). I started by testing two sort scripts, just to see how things work: - 🎙️ Audio Test #1: ElevenLabs default voice: Click to hear it - 🎧 Audio Test #2: ElevenLabs IVC (Instant Voice Cloning): Click to hear it Then I created a draft script for the video using ChatGPT: - 🎧 Audio Test #3: ElevenLabs IVC (Instant Voice Cloning): Click to hear it - Note: IVC required 10 seconds of my voice being recorded to provide the audio in a close representation of my voice. For this session there was no major editing tricks, no audio engineering - Just exploration. 🚀 Within 30 minutes, I created: - A complete video script written by ChatGPT - Three audio recordings using two different voice approaches (demo, and IVC) - The first draft of the audio for an upcoming video. Voice plays a big role, as most people realize. Thanks to ElevenLabs it is now accessible to the AI enthusiast and professional.
📦 Out of The Box in 30: ElevenLabs Voice Mode (Default vs IVC)
0 likes • 2d
Insightful! I wonder if we always have an answer at our fingertips, do we need to scrutinize it better? For example, what if we like to support local businesses instead of Amazon?
1 like • 2d
@Michael Wacht oh gosh your probably right! AEO is a new concept for me. I'll now be deep diving on that for the week. 😄
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Dr. Ericka Pitman
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@ericka-pitman-1732
I empower educators at every level to embrace creativity and AI with confidence so they can transform overwhelm into balanced teaching and leadership.

Active 4h ago
Joined Jan 30, 2026
New Jersey
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