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AI Bits and Pieces

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Build real-world AI fluency to confidently learn & apply Artificial Intelligence while navigating the common quirks and growing pains of people + AI.

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231 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.
1 like • 2h
@Matthew Sutherland Yes, I got pretty frustrated with ChatGPT last week, it kept looping back to the same conclusion. To the extend I had to switch to Gemini. Only to realize it was necessary to change my prompt strategy.
1 like • 19m
Your comment made me think. IRL or AIL (AI Life). Those lines are getting more blurred by the day. I've been on this planet for over half a century, and for me it is about being authentic in both spaces. However, in social, work, personal and IRL we are constantly switching masks - and for me - AI is becoming the go to tool to help manage this complexity.
Super Bowl
AI reveals first super bowl ad. I better start studying to get ahead of the game! LOL
0 likes • 24m
Ask ChatGPT... LOL!
How I Turned Anthropic's Prompting Framework Into a One-Command Tool
Built a terminal-based Prompt Builder for Claude Note before downloading: One thing to note — it requires zsh on macOS. The script uses zsh-specific syntax ((N) glob qualifiers, ${(s:,:)} splitting, print -r) and macOS-specific commands (pbcopy for clipboard, stat -f for file dates). If your on Linux or using bash, it won't work without modifications. Spent some time building a tool that solves a problem I kept running into - inconsistent prompts. Every time I'd start a Claude session, I was either forgetting key pieces (context, constraints, role) or spending too long thinking about structure before even getting to the actual work. So I built a Prompt Builder script that runs right in my terminal. Type prompt and it walks you through Anthropic's 9-element framework step by step - task, audience, tone, format, context, examples, role, reasoning, constraints. When you're done it copies the finished prompt to your clipboard with proper XML tags (which is how Anthropic recommends structuring prompts for best results). Just shipped v2.0 with templates (email, strategy, analysis, code review), a quick mode for when you just need task + role + constraints, a searchable prompt library so you can reload and tweak past prompts, and the ability to inject context from a file instead of typing it all out. Zero dependencies, pure shell script, works on any Mac terminal. Small tool but it's already changing how I work with Claude. Better inputs, better outputs. Every time.🔥
How I Turned Anthropic's Prompting Framework Into a One-Command Tool
1 like • 2h
@Matthew Sutherland This is beautiful, real nice…. It sounds like a creature Claude Code could use.
🔨 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
0 likes • 17h
@Dr. Ericka Pitman Thank you
0 likes • 2h
@Matthew Sutherland I appreciate that…
📦 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)
1 like • 2d
@Dr. Ericka Pitman This will get you started https://www.skool.com/ai-bits-and-pieces/classroom/c96ba5c7?md=7751bdfc74ce4ed88f5d16046a75fa18
0 likes • 11h
@Adam Patel Thank you. Out of the Box in 60 for ElevenLabs comes out this week.
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Michael Wacht
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@michael-wacht-9754
Creator of AI Bits and Pieces | A Nate Herk AIS+ Ambassador | TrueHorizon AI Community Manager | AI & Data Strategies Founder

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Joined Aug 23, 2025
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