AI Certification in the Thermionic Age

The Test Centre Experience

Adjusting the camera, he surmised that I was a much taller candidate than others who had been there recently. I had just signed on the signature pad, and many unsuccessful attempts were made to capture a picture of my face before I stepped forward a bit, took off my glasses, and he was satisfied with the essential security checks.

Yet he had erroneously added my details to another candidate's profile; we had to do it all over again. I only realised his error when he signed me onto the testing computer. Clicking on the scheduling for the other candidate, I saw a better picture of my visage than the one eventually used for my profile.

How Pearson VUE happens upon these test centres with kit that seems to have been acquired from an antiques shop, in a throwback to a time when computers were powered by thermionic valves, does amaze one. I have been to some dire places, and this tanks the rankings.

A Journey to Altrincham

I was in Altrincham yesterday, some 8 miles (13 kilometres) to the southwest of Manchester, attending the nearest test centre to acquire a new Microsoft certification on Artificial Intelligence (AI).

Whilst I had determined to do this for months, I struggled to get through the material. The German instructor on one of the Udemy courses had a good grasp of the subject, but I could not engage with the accent, the grammar or the delivery. It felt like extreme drudgery, and I abandoned all study with a sense of dissatisfaction and lethargy.

Finding New Momentum

Then, whilst having a long break in December after my birthday and Christmas (I tend to use my holidays for study and tests), I gained some enthusiasm for just completing the cycle and closing the books on this test before the end of the year.

I completed the original Udemy course and took another, gaining the view that I had mastered the material. I then got Google's Gemini 3 Pro AI bot to produce interactive flashcards, along with the code to make them portable and playable as standard HTML files.

However, when I tried the free practice tests on Whizlabs, the gaps in my knowledge were laid bare. I went back to the Microsoft Learn study material, which now included video rather than just text-based training. Where certain concepts were still not as clear, I got AI to provide a layman's explanation with examples and use cases. I use the Poe.com interface to access AI bots, which gives me access to the broadest complement of publicly available AI bots.

Discovering NotebookLM

I discovered Google's NotebookLM in August, but never really exploited it beyond the novelty it provided then. It is a virtual research assistant that takes input from sources you provide on documents and references to turn complexity into clarity.

As a note-taking and study tool, it has amazing benefits of transforming your sources into audio and video overviews, mind maps, reports, flashcards, quizzes, infographics or slide decks.

Curating 50 sources of material, including that which its Deep Research feature was able to gather, I produced an extended last-minute audio overview of about 37 minutes in length that covered every critical idea that might be covered in the test. I listened to it twice before I arrived at the test centre. That was my last bit of revision: listening rather than reading. The leveraging of AI to the maximum to ace an AI test.

I had 45 minutes to answer 46 questions; there were not just straight multiple-choice selection answers either. I got caught out in July 2022 when, having not played in the testing sandbox provided by Microsoft, I wasted valuable time understanding how to navigate the interface, though thankfully, I passed the test. On this occasion, I was done in just over 23 minutes. I rarely ever do a review; I ended the test and got a good passing score.

Looking Ahead

Obviously, there is probably a need for a piece on how I use AI for day-to-day activities at work, for study and other aspects of life, including the grammatical reviews of my blogs.

With the AI-900: Microsoft Certified: Azure AI Fundamentals certificate under my belt, that makes three certifications this year. I can only wonder what next year has in store.

Let's delve into this

We delve deeper

Some parts of this blog started off as a comment on Facebook that I decided should not be left there but given a bit more context that might go into a series of discussions on language, expression, vocabulary, usages, culture, and influences. Other rather succinct views on this topic have been expressed as tweets on Twitter. God, forfend I suggest the other name.

The matter of the word ‘delve’ has been a burning topic for the past few days on social media, where someone of privilege and influence inadvertent revealed a bugbear about the use of a word in an email and attributed it to the use of Artificial Intelligence because by his assumption, it was an unfamiliar word and people do not write like that.

Now, I write this in the context mainly of my own upbringing rather than in the broader spectrum of how Nigerians have reacted to this as I 

The different cultures

I was so miffed, even annoyed; the bounding dunce, (and I use that charitably to suggest he is slow to see his own blind spots), in every other area except for his computing nous and venture capital clout, who is just over a year older than I am, was British-born but left for America at the age of 4, meaning my Britishness at that time was even more impactful as to appreciate the good use of the English language than him.

He was schooled in the American system, and what he has retained are vestiges of the English aversion not so much to pomposity, but that unfortunate inability to pigeonhole the unfamiliar into trenchant class structures that remain significant in Great Britain to today.

The education context

Imagine being so well-spoken and still having an accent, it upsets them no end, they cannot believe we had schools that did Eton College for a pittance abroad. (We had reading, writing, comprehension, and spelling classes at the primary schools that I attended in Nigeria, which had a large foreign contingent of pupils and staff.) You attend to every variant of the same question, “How do you speak (or write) better English?” You want to answer, that I had an exceptionally good primary education.

Obviously, using a rich vocabulary is seen as trying to be clever, writing mellifluously is considered beyond our capacity, it is damned with faint praise as flowery. We are just too well-read to use English in a perfunctory and unimaginative way.

The class issue

Every inner self-loathing was inadvertently embodied in that tweet about delve, so unawares. We need to begin to understand that how people express themselves reveals just as much as they intend to say as it is about who they are. We are already self-profiling to observers and to an audience by our conduct and conversation.

On the class matter, I had to tick a box in 2024 that asked about my social mobility status. Well, I was never working class and there are settings where sophistication is effortless that it is more than attainable for many, in speech, comportment, or just the basic sense of self. The world will never attain true egalitarianism, but we can make the world a better place if people use their privilege to lift others rather than knock them down.

In other situations, it is to allow one’s worldview to be open to new ideas, understanding that cultures differ, usages are myriad, and diversity suggests there is not just one perspective. Even in the quest for simplicity, what is simple varies and that is subject to too many variables that we cannot control that we make allowances and gain new opportunities from stretching the limits of our purview.

On the delve matter, there was a bigger issue at play, especially as Paul Graham and his family have returned to the UK since 2016, we have not begun to delve into the many layers involved. I can see through him as through plain glass. Yes, I also use AI in my writing, it is Akintayo Intelligence.

Asking ChatGPT to blog like me

AI not on my blogging mission

I decided to try the ChatGPT Artificial Intelligence Chatbot that apparently specialises in dialogue, as we are told. As a presumably blogging veteran of 19 years, you read so much about AI and how the developments, advances, and mechanics of it might eventually replace us and our sometimes-unappreciated creativity.

I had one question to ask the ChatGPT to answer and immediately it produced a blog that I have published below.

Somehow, I feel in this area of creative expression, much as ChatGPT was quick to run to the press, I doubt it gave heed to the most essential component of my request which is to write in my style with reference to my blog.

Maybe, just maybe, for now, I will not be replaced by an AI facility pretending to gather and express my thoughts in my somewhat unique way. God forfend, American spelling, I am quite truly offended.

I may at another time conduct a review of how and why I might or may not have written this blog this way.

The link to ChatGPT, registration with Captcha and Multifactor Authentication (MFA) will be requested.

Request to ChatGPT

Write a blog in the style of Akin Akintayo who blogs at https://akinblog.nl

ChatGPT output

[Edited only for formatting]

Hello everyone!

Today, I wanted to talk about the importance of self-reflection. As we go about our daily lives, it's easy to get caught up in the hustle and bustle and forget to take a step back and reflect on ourselves and our actions.

But self-reflection is crucial for personal growth and development. By regularly taking the time to introspect, we can gain a better understanding of ourselves, our motivations, and our goals. We can also identify areas where we need to improve and make changes to become the best versions of ourselves.

One way to practice self-reflection is to set aside some time each day, perhaps in the evening before bed, to reflect on the events of the day. Ask yourself questions like:

·        What did I do well today?

·        What could I have done better?

·        What did I learn today?

Another way to practice self-reflection is to keep a journal. Writing down our thoughts and experiences can help us process them and gain insights that we might not have otherwise.

In addition to personal growth, self-reflection can also improve our relationships with others. By understanding ourselves better, we can communicate more effectively and empathize with others. We can also identify and address any negative patterns of behavior that might be damaging to our relationships.

So make sure to set aside some time for self-reflection. It might not always be easy, but it's an essential part of being a happy and fulfilled person.

Until next time, take care!

Akin Akintayo