The Artificially Intelligent Enterprise

09/25/2025

Do LLMs Care About Emojis? 🤔

This week’s newsletter dives into something that seems small… but actually reveals a huge truth about AI.

👉 Emoji overload in ChatGPT and Claude isn’t just a style quirk—it’s a data quality issue.

When your AI assistant sprinkles 🤯🔥😬 into serious work, it’s not being cheeky. It’s mirroring the internet data it was trained on. That means:

🔹 Your prompts aren’t the real problem.
🔹 Your data inputs are.
🔹 And emojis are just the tip of the iceberg.

We break down:

📌 Why emoji behavior is a red flag for data quality
📌 The research on how LLMs learn emojis (even when they’re not in fine-tuning data)
📌 Practical steps to realign your AI outputs with your business tone

And for productivity, this week’s Prompt of the Week is Study and Learn — a tutoring mode in ChatGPT that helps you go beyond quick answers into real mastery.

⚡ One more thing…Tomorrow we’re dropping a fresh edition with new insights you won’t want to miss. Stay tuned!

Why emoji overload in AI outputs is just the tip of a deeper data quality issue.

09/25/2025

AI is moving from pilots to enterprise-scale impact—and Charlotte is at the center of it. Join us at AI Forward for two days of strategy, workshops, and peer exchange designed for senior leaders.

📍 UNC Charlotte, Dubois Center
🗓️ Oct 27–28, 2025 | 7:00 PM EST

Featuring hands-on sessions with Mark Hinkle and John Willis plus insights from top AI executives.

👉 Reserve your seat:

While our meetup is based in RDU, there's been a lot of desire for an event in Charlotte. To that end All Things AI is producing an event in Charlotte on October 27th and 2

09/24/2025

Ever feel like you’re just skimming through knowledge instead of truly mastering it? 🤔

That’s where this week’s Productivity Prompt comes in.

Study and Learn is a mode inside ChatGPT designed to help you go beyond quick answers:

🔹 It slows down pacing so you can absorb concepts step by step.
🔹 It asks Socratic questions to test your understanding.
🔹 It adapts to your learning level and keeps track during your session.

Whether you’re diving into programming, business strategy, or any subject you want to own, this tool turns passive reading into active mastery. 📚💡

And yes—it’s still hilariously less effective on cutting-edge AI topics… which makes it even more ironic. 🤖🤣

👉 I’ve attached the full prompt so you can test it out yourself.

Try it this week and see how it changes the way you pick up new material.

💬 I’d love to hear what you studied and how it worked for you!

09/23/2025

Your AI isn’t just talking… it’s talking like the internet! Why does ChatGPT sprinkle 🤯 and 🔥 into places they don’t belong?

Because data is destiny.

LLMs mirror what they’re trained on. If Reddit threads, Discord chats, and Slack memes dominate the data — guess what tone your “enterprise AI” learns?

This week’s AI Deep Dive breaks down why emoji behavior is more than a quirk — it’s a signal of deeper data quality issues that impact trust, clarity, and performance.

What you’ll learn inside:

➡️ Why emojis sneak into “serious” outputs
➡️ How training data shapes business tone
➡️ 4 steps to realign AI with your brand voice

Don’t miss this one — your data strategy determines whether your AI sounds like a boardroom… or a group chat.

Read the full newsletter here:

Why emoji overload in AI outputs is just the tip of a deeper data quality issue.

09/21/2025

87% of executives are stuck in AI “pilot purgatory.” In this 40-minute session, DeShon Clark and Mark Hinkle share why most projects stall and the frameworks that actually deliver ROI — from 90-day wins to governance that balances speed and security.

🚀 How to Scale Fast with AI: Battle Stories from the Trenches Online Webinar
📅 Wed, Oct 8 · 12:30 PM EST
💻 Register here:

Are you trying to scale out AI but not having a lot of luck or don't even know where to start? **You're not alone if AI feels like a promise that's just out of reach.** R

09/20/2025

AI won’t build your entire website from one prompt… but it can save you weeks of work.💡

From copywriting to wireframing, QA to performance optimization —AI is already embedded in today’s web tools.

The trick isn’t replacing humans, it’s orchestrating the workflow: AI for speed, humans for polish.

We just relaunched the Peripety Labs site this way. It wasn’t an AI miracle—it was faster, smarter ex*****on with me still in the driver’s seat. That balance is where the magic happens.

👉 This week’s AI Lesson breaks down:

✨ How to use AI for content, imagery, prototyping & auditing
✨ The embedded AI tools in WordPress, Webflow, Shopify & more you’re probably ignoring
✨ A copy-paste audit prompt to improve your site today

The future of web development isn’t fully automated—it’s AI-augmented. The question is: will you start using it now, or watch competitors move faster?

Read the full lesson here:

Speed up content, design, and QA—but keep a human in the loop for polish.

09/19/2025

Some people hate emojis. Others can’t live without them. But here’s the twist, LLMs like them too! 🤖

From Reddit threads to Slack chats, emoji-heavy sources dominate large-scale training sets. And the downstream effect?

🤯 AI assistants start speaking like the internet.

This week’s Artificially Intelligent Enterprise explores:

✨ Why emoji overload in AI outputs is a data quality issue
📊 How training data shapes tone, trust, and performance
🛠️ Tools of the week: PromptPerfect, MemSync, and Nanobot
📚 Productivity Prompt: ChatGPT’s Study and Learn mode

💡 Emojis aren’t just decoration — they’re signals. And how enterprises manage them reveals the strength of their data strategy.

Don’t miss this week’s edition. Read it here:

Why emoji overload in AI outputs is just the tip of a deeper data quality issue.

09/18/2025

We all know prompts are the key to unlocking powerful AI results. But what if you had a prompt to create better prompts? 🤯

That’s exactly what this week’s framework delivers:

✨ A structured system for turning vague requests into clear, repeatable prompts
🔄 A way to debug and improve underperforming instructions
📌 A method you can reuse, teach, and scale across any LLM

Whether you’re writing for content, code, data, education, or business, this meta-prompt helps you systematically design instructions that work every time.

Copy it, customize it, and test it out for your next AI task.

Start building prompts that are precise, powerful, and reusable in this week's edition of The Artificially Intelligent Enterprise!

09/18/2025

Limited tickets available!⚡

AI is transforming industries at lightning speed—don’t get left behind. Join senior executives and enterprise leaders at AI Forward, Charlotte’s premier AI event.

📍 UNC Charlotte, Dubois Center
🗓️ Oct 27–28, 2025
🎟️ Tickets are required, with a very limited number of free training tickets available via drawing.

Register today:

While our meetup is based in RDU, there's been a lot of desire for an event in Charlotte. To that end All Things AI is producing an event in Charlotte on October 27th and 2

09/17/2025

📢 It’s happening today! AI State of the Union kicks off at 6 PM in Durham.

Keynote by NC Rep Zack Hawkins + a powerhouse panel on how AI is reshaping business, healthcare & life in NC.

Don’t miss it!

Artificial intelligence isn’t just reshaping technology—it’s influencing every corner of society. This month’s All Things AI meetup will feature an expanded speaker lineup