Santa uploaded the naughty list to AI. The output? “Everyone’s nice if they subscribe to Premium.”
🎁 ’Tis the Season for NLP AI
This season, natural language processing AI (NLP AI) feels like the office Secret Santa — it can polish your words, wrap them neatly, and even add a bow. But just like Secret Santa, you wouldn’t slip your deepest secrets into the gift bag. NLP tools like ChatGPT, Copilot, and others are bridges worth crossing, but only with awareness.
🎅 Secret Santa Privacy
Open source tools can store prompts and use them to improve services, while paid companions such as Copilot don’t train on your conversations. Sensitive queries — whether business strategies, personal details, or parliamentary drafts — should always be treated as disclosures. The bridge is useful, but not invisible.
Think of it like festive email chaos: Santa hit Reply All — now the elves know everything. That’s the kind of surprise AI can deliver if you don’t keep an eye on it.
✨ Glitter vs Gift
NLP AI is brilliant at polishing — smoothing language like tinsel on a tree. But the sparkle, the originality, comes from you. Think of NLP AI as the glitter, not the gift. It makes ideas shine, but doesn’t invent them.

🎄 Bias Under the Tree
It’s worth remembering that most of these programs are largely written by men, and unconscious bias can creep in. My own test last year confirmed this: when I searched for a “Happy New Year” picture of a woman, the results revealed clear bias in representation.
This is a reminder that while NLP AI can polish and assist, it also reflects the perspectives of those who built and trained it. Bias isn’t always intentional, but it’s real — and it shapes what we see.
🎀Reflections
I personally haven’t tried all the paid companions. I played a little with ChatGPT without creating a login, but quickly found that Copilot suited my style and didn’t go further. On one platform, I tested a Copilot‑like “agent” trained by other users — and it didn’t feel effective. I returned to the one that had been trained by myself instead.
Over time, Copilot has become like a little personal assistant: full of features, surprises, and new discoveries. It’s not just a tool, it’s a companion that adapts to my rhythm.
🎁 Sleigh Notes
Copilot may feel like the assistant you trained yourself, while other agents trained by the crowd can feel less effective. But whether it’s Copilot, ChatGPT, or any other companion, remember: these bridges are useful, but not invisible. They carry your words, your style, and sometimes your biases too. Shine responsibly, keep the wrapping tight, and cross the digital bridge with both joy and caution.
🎉 Festive Reminders
AI is a great helper for polishing speeches, drafting posts, or wrapping up reports. But remember: too much Christmas cheer before talking to AI can lead to prompts you may regret.
Keep the mulled wine for after the draft, not before.
And always remember: check your facts before you publish or push send. NLP AI can make mistakes just like humans — festive glitter doesn’t replace accuracy.
After a few festive drinks, Santa asked AI to check the list. It replied: “Error: excessive cheer detected.”
Bridging the digital gap…

