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Grace Notes in Context • Curiosity, Connection & Discernment

The Age of AI: Real Me. AI Imagination. Still Asking Questions.

By Grace Caroline Walker

I’m curious enough to try it—and skeptical enough to ask questions.

That is probably the most honest place to begin my conversation about artificial intelligence. I am intrigued by what it allows me to do. I am also quite capable of stopping in the middle of its impressive performance and asking: Wait. Where did that come from? Is that accurate? And does that even sound like me?

Because, yes, I use AI. Quite a bit, actually. But my curiosity has not retired my judgment.

AI Has Moved Into the Conversation—and the Everyday

For many people, AI feels like a new arrival. Suddenly it is in the headlines, the workplace discussion, the school assignment, the photograph, and the question of whether we can believe what we are seeing.

Listen to the conversations. There is excitement. There is apprehension. There are arguments about what we stand to lose, and equally passionate arguments about what we might gain. Sometimes it feels as though we are expected to choose our camp before we have had a chance to understand the tool.

Meanwhile, the technology keeps moving.

The part that holds my attention is how quickly AI is becoming an ordinary part of the services we use. It can be working behind the scenes, helping rank recommendations or filter information, or sitting right in front of us, inviting us to describe the document, picture, or video we want to create.

Meta, for example, describes using AI systems to rank content across Facebook and Instagram.^[1]

These are different applications of AI. A recommendation system is not doing the same work as a tool that generates an essay or image. But both help explain why this discussion reaches well beyond the person typing a question into ChatGPT.

The Telephone Bill Some of Us Remember

Those of us with family scattered across countries remember another kind of calculation.

How long can we stay on this call? What time does the cheaper rate begin? Who is going to answer for this telephone bill?

International connection could be an expensive expression of love. Some of us remember bills in the hundreds—and, depending on the circumstances, worse. The younger members of our families may never have had to weigh a conversation in quite that way.

Now look at WhatsApp. A family group can bring together people in different countries. A voice note carries an accent, a laugh, a familiar piece of home. A photograph reaches relatives before the person taking it has finished describing the occasion.

Let me be precise: that basic ability to message and call over the internet is not, by itself, artificial intelligence. WhatsApp’s roots go back to 2009; it removed subscription fees in 2016, and internet or mobile-data charges can still apply.^[2]

I bring it into this conversation because it reminds me how thoroughly a once-remarkable technology can become part of everyday life. The internet, mobile devices, software, and AI are connected developments, but they are not interchangeable names for the same thing.

We have already lived through enormous changes in how we connect. I want to understand this next change while it is happening.

My Own Journey Did Not Begin With This Article

I have been leaving a record of my questions.

The thread reaches back further than ChatGPT. In a post published in May 2013, with an original writing date of January 24, 2013, I considered how the virtual world was changing connection, voice, and power. I called it The 21st century Conquistadors are Virtual. That was a reflection on the digital world, not a prediction of today’s generative AI.

In January 2023, I wrote about ChatGPT and its possible impact. By September 2025, I was asking what AI assistance meant for my writing voice—and what the questions and information we leave online might mean for our privacy.

In June 2026, my reflection on Mia Mottley’s Pearly presentation considered technology serving people and community. Then a frustrating financial experience gave me a practical opportunity to examine what AI could actually help me do.

Those pieces are linked below. Read them as stages of an ongoing conversation. My understanding has developed through use, observation, and the willingness to reconsider.

That matters to me. I do not want my opinion to arrive fully dressed and immovable before my experience has had a chance to speak.

What the Tool Has Made Possible for Me

Let me give credit where it is due. I would not have produced the same volume of writing in recent years, at the same pace, without assistance from tools such as ChatGPT.

The thoughts do not arrive in my head in neatly numbered paragraphs. Sometimes there is a memory, a question, a cultural reference, a piece of outrage, and three other thoughts insisting they belong in the same sentence.

The tool helps me work through that abundance. It can suggest structure, help me compare explanations, and make revision less laborious.

Then I read it. I question it. I send it back. Sometimes I tell it plainly: that is polished, but that is not me.

The distance between having an idea and being able to try it has become shorter.

I have also explored organising documents, preparing material for professional review, creating stories, experimenting with images, and finding new ways to express my own artistry.

That is an opportunity I appreciate. It also gives me a responsibility to distinguish between a useful draft and a verified result.

When the Experiment Became Practical: My FinTech Catch-22

A missing $500 transfer became far more than an inconvenience. In my FinTech follow-up, I described months of correspondence, trace information, support tickets, case numbers, and the effort of trying to get a clear answer.

This was not a creative exercise. I needed order. I needed to understand what the records showed and what still required an explanation.

AI helped me organise the material into a chronology, prepare correspondence, and examine the gaps in the information. It helped me arrive at the next conversation better prepared. I still had to check that the chronology matched my records.

The distinction I made in that article remains important: AI did not recover the money. People resolved the matter. The tool helped with preparation; persistence and human review remained part of the work.

That experience is one reason I keep exploring. A tool that helps me move from a pile of documents to a clearer understanding has a practical place in my life.

Impressive Does Not Automatically Mean Correct

AI can produce an answer that sounds certain and is wrong. NIST identifies this risk in its guidance on generative AI.^[3] A confident paragraph, an impressive citation, or a beautifully arranged document still needs examination.

So I ask where a claim came from. I open the source. I check whether a quotation exists and whether the source actually supports the conclusion. If I cannot verify something, I need to say so—or leave it out.

Preparing a document for a lawyer to review is one thing; treating generated legal language as professionally verified advice is another. I want the assistance without confusing it with authority.

And when an image looks like a photograph, I need to consider whether the audience understands that it was generated or altered. Real me. AI imagination. There is room for both, with honesty about what people are seeing.

Curiosity Does Not Require Us to Dismiss Concern

I have no interest in telling people that their worries are foolish. Questions about livelihoods, privacy, bias, creative work, and fabricated media deserve more than a cheerful instruction to embrace the future.

I also do not believe that using an AI tool automatically makes us more knowledgeable. We can work faster and still misunderstand. We can generate more and still have less to say.

For me, the useful question is what I am learning through the process. Am I examining the result, or simply accepting it? Can I explain the point in my own words? Has this helped me investigate—or merely supplied something that agrees with me?

Those questions belong beside the enthusiasm.

I Am Still Interested in What Comes Next

At seventy, I have not exhausted my curiosity. There are still things I want to learn, skills I want to attempt, and creative possibilities I have not yet worked out how to bring into the world.

I want to explore them while retaining the right to object, correct, and change direction. I can enjoy the adventure and pay attention to its consequences.

That is where I find myself in this Age of AI: learning through use, asking better questions, and trying to make thoughtful choices about what earns a place in my life.

What about you? Have you tried it? Has it helped you do something you could not easily do before? Or has an experience made you pause?

Come share that, too. There is room in this conversation for curiosity and caution.

Real me. AI imagination. Still asking questions. Let’s keep learning.

— Grace

Follow the Thread: My Digital and AI Journey

Read these as a developing conversation, rather than a claim that every earlier digital experience was AI. Together they trace my interest in connection, privacy, authorship, public purpose, and practical problem-solving.

1. 2013: The 21st century Conquistadors are Virtual

   A reflection on digital connection, voice, and power. The post identifies January 24, 2013 as its original writing date.

2. January 2023: ChatGPT: Exploring the Impact on the World Today and Tomorrow

   My early questions about possibility, uncertainty, and human responsibility.

3. September 2025: ChatGPT, Writing, and My Voice: A Reflection on Transparency

   Assistance, authenticity, and the writing process.

4. September 2025: Is my Digital Footprint Under Surveillance?

   A kitchen-table conversation about privacy and the information we leave behind.

5. June 2026: MIA MOTTLEY PRESENTS PEARLY: AI Tool to Connect Humanity

   My reflection on technology, community, and public service.

6. July 2026: The FinTech Catch-22: When No One Can Tell You Where Your Money Went — Part II

   The follow-up describing resolution and how AI helped me organise a complex case. Read Part I for the earlier account.

These are personal reflections, not independent technical evidence. The factual sources below support the specific technology distinctions made in this essay.

Endnotes & Factual References

1. AI and social-media recommendations. Meta, How AI Influences What You See on Facebook and Instagram , June 29, 2023. Explains the role of AI in content ranking. It does not establish that every social platform used AI from inception.
2. WhatsApp history and charges. WhatsApp, WhatsApp Status , February 20, 2017; Making WhatsApp free and more useful , January 18, 2016; and About WhatsApp charges . Internet-based messaging and calling are not, by themselves, AI. Data charges may apply.
3. Generative AI risks. National Institute of Standards and Technology, Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile , July 2024. Discusses risks including confidently presented false information, privacy, bias, and human overreliance.

Let’s Keep the Conversation Going

What has your experience with AI been? Share the discovery, the frustration, or the question you are still trying to answer.

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Transparency note: This essay was developed from my original reflections with AI assistance for research, organisation, and editing. The hero banner is an AI-generated editorial illustration.

© 2026 Grace Caroline Walker • Grace Notes in Context