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Artificial Intelligence Editorial

Computing innovations happen every 13 years, and we’re at the start of a new one

Infographic titled “Every 13 years, an innovation changes computing forever.” The infographic shows “The Mother of All Demos (1968),” “IBM PC (1981),” “Mosaic and Netscape Navigator (1993/1994),” “iPhone (2007/2008),” and “GPT-3 (2020/2022)”.
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Almost exactly three years ago and about a month into the pandemic, Startup Digest Tampa Bay published my article where I suggested that the 2020 pandemic might be hiding some world-changing innovations that we didn’t notice because of everything going on, just as the 2008 downturn did.

The book “Thank You for Being Late,” by Thomas Friedman

My article, titled Reasons for startups to be optimistic, was based on journalist Thomas Friedman’s theory: that 2007 was “one of the single greatest technological inflection points since Gutenberg…and we all completely missed it.” It’s an idea that he put forth in What the hell happened in 2007?, the second chapter of his 2016 book, Thank You for Being Late.

In case you’re wondering what the hell happened around 2007:

  • The short answer is “in the tech world, a lot.”
  • The medium-sized answer is this list: Airbnb, Android, the App Store, Bitcoin, Chrome, data bandwidth dropped in cost and gained in speed, Dell’s return, DNA sequencing got much cheaper, energy tech got cheaper, GitHub, Hadoop, Intel introduce non-silicon material into its chips, the internet crossed a billion users, the iPhone, Kindle, Macs switched to Intel chips, Netflix, networking switches jumped in speed and capacity, Python 3, Shopify, Spotify, Twitter, VMWare, Watson, the Wii, and YouTube.
  • You’ll find the long, detailed answer in my article. Go ahead, read it. What happened in 2007 and 2008 will astonish you.

It’s hard to spot a “golden age” when you’re living in it, and it may have been even more difficult to do so around 2007 and 2008 because of the distraction of the 2008 financial crisis.

In 2020 — 13 years after 2007 — we had the lockdowns and a general feeling of anxiety and isolation. I was about a week into unemployment when Murewa Olubela and Alex Abell approached me with an opportunity to write an article for Startup Digest Tampa Bay.

I took the optimistic approach, my preferred approach to life, and wrote about how there could very well be world-changing developments happening at that moment, and that we might not notice them because we were dealing with COVID-19, improvising masks and PPE, hoarding toilet paper and Clorox wipes, and binge-watching Tiger King.

A lit “Edison”-style lightbulb.

When ChatGPT was released in late November 2022, I showed it to friends and family, telling them that its underlying “engine” had been around for a couple of years. The GPT-3 model was released in 2020, but it went unnoticed by the world at large until OpenAI gave it a nice, user-friendly web interface.

That’s what got me thinking about my thesis that 2020 might be the start of a new era of initially-unnoticed innovation. I started counting backwards: 2007 is 13 years before 2020. What’s 13 years before 2007?

Netscape Navigator icon.

1994. I remember that year clearly — I’d landed a job at a CD-ROM development shop, and was showing them something I’d seen at the Crazy Go Nuts University computer labs that had just made its way to personal computers: the browser, and more specifically, Netscape Navigator. What’s 13 years before 1994?

Original IBM PC.

1981. That’s the year the IBM PC came out. While other desktop computers were already on the market — the Apple ][, Commodore PET, TRS-80 — this was the machine that put desktop computers in more offices and homes than any other. What’s 13 years before 1981?

Photo of Douglas Englebart from “The Mother of All Demos,” with the text “DEMO” below it, in the style of Shepard Fairey’s “HOPE” posters.
Creative Commons image by Jeremy Keith. Tap to see the source.

1968. You don’t have any of the aforementioned innovations without the Mother of All Demos: Douglas Englebart’s demonstration of what you could do with computers, if they got powerful enough. He demonstrated the GUI, mouse, chording keyboard, word processing, hypertext, collaborative document editing, and revision control — and he did it Zoom-style, using a remote video setup!

With all that in mind, I created the infographic at the top of this article, showing the big leaps that have happened every 13 years since 1968.

If you’re feeling bad about having missed the opportunities of the desktop revolution, the internet revolution, or the smartphone revolution, consider this: It’s 1968, 1981, 1994, and 2007 all over again. We’re at the start of the AI revolution right now. What are you going to do?

Worth watching

The Mother of All Demos (1968): What Douglas Englebart demonstrates is everyday stuff now, but back when computers were rare and filled whole rooms, this was science fiction stuff:

The iPhone Stevenote (2007): Steve Jobs didn’t just introduce a category-defining device, he also gave a master class in presentations:

What the hell happened in 2007? (2017): Thomas Friedman puts a chapter from his book into lecture form and explains why 2007 may have been the single greatest tech inflection point:

Here’s the money quote from his lecture:

I think what happened in 2007 was an explosion of energy — a release of energy — into the hands of men, women, and machines the likes of which we have never seen, and it changed four kinds of power overnight.

It changed the power of one: what one person can do as a maker or breaker is a difference of degree; that’s a difference of kind. We have a president in America who can sit in his pajamas in the White House and tweet to a billion people around the world without an editor, a libel lawyer or a filter. But here’s what’s really scary: the head of ISIS can do the same from Raqqa province in Syria. The power of one has really changed.

The power of machines have changed. Machines are acquiring all five senses. We’ve never lived in a world where machines have all five senses. We crossed that line in February 2011, on of all places, a game show in America. The show called Jeopardy, and there were three contestants. Two were the all-time Jeopardy champions, and the third contestant simply went by his last name: Mr. Watson. Mr. Watson, of course, was an IBM computer. Mr. Watson passed on the first question, but he buzzed in before the two humans on the second question. The question was “It’s worn on the foot of a horse and used by a dealer in a casino.” And in under 2.5 second, Mr. Watson answered in perfect Jeopardy style, “What is a shoe?” And for the first time, a cognitive computer figured out a ton faster than a human. And the world kind of hasn’t been the same since.

It’s changed the power of many. We, as a collective, because we’ve got these amplified powers now, we are now the biggest forcing function on and in nature — which is why the new geological era is being named for us: the anthropocene.

And lastly, it changed the power of flows. Ideas now flow and circulate and change, at a pace we’ve never seen before. Six years ago, Barack Obama said marriage is between a man and a woman. Today, he says, bless it so, in my view marriage is between any two people who love each other. And he followed Ireland in that position! Ideas now flow and change and circulate at a speed never seen before.

Well, my view is that these four changes in power: they’re not changing your world; they’re reshaping your world, the world you’re going to go into. And they’re reshaping these five realms: politics, geopolitics, the workplace, ethics, and community.

Worth attending

Banner graphic for the Tampa Artificial Intelligence Meetup.

Yup, I’m tooting my own horn here, but that’s one of the reasons why Global Nerdy exists! I’m the new organizer of Tampa Bay Artificial Intelligence Meetup, and it’s restarting with a number of hands-on workshops.

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Artificial Intelligence Meetups Programming Tampa Bay

Tampa Artificial Intelligence Meetup is back!

I’m the new organizer of the Tampa Artificial Intelligence Meetup, a meetup that started way back on June 7, 2017 at its inaugural meetup — which I happened to attend!

Here are some photos from that kick-off meeting, featuring original host Dan Daniels at the head of the room:

Since then, the Tampa Artificial Intelligence Meetup has held dozens of gatherings over the years, ranging from presentations to discussions to study groups.

After the two-year pause from the pandemic, it’s time to get the meetup started again. I’ve been made Tampa Artificial Intelligence Meetup’s organizer with the blessing of organizers Sam Kasimalla, Lenar Mukhamadiev, and OG organizer Stan Liberatore, who remain co-organizers. I’ve also added my partner in life and tech, Anitra Pavka to the co-organizers, as she will provide invaluable assistance in restarting the meetups.

What’s happening at the next Tampa Artificial Intelligence Meetups?

I thought we’d start with a bang and code ELIZA, the very first chatbot, developed between 1964 and 1966 at MIT by Dr. Joseph Weizenbaum. It simulates a Rogerian therapist, using pattern matching to reflect what the patient says back at them or gets the patient to talk about what they just said.

You can try out ELIZA online!

ELIZA was created by computer scientist Joseph Weizenbaum at MIT’s Artificial Intelligence Lab over a two-year period from 1964 to 1966:

It simulated a psychotherapist that reflects what the patient says back at them or gets the patient to talk about what they just said. Although it was written for the IBM 7094, a room-sized computer whose operator console is pictured below…

IBM 7094 operator console. Photo by Arnold Reinhold.
Tap to view at full size.

…it later became a popular program on home computers in the 1980s under the name “Eliza” or “Doctor”:

We’ll build ELIZA — in Python. I’ll give you a “starter” project, and you’ll code along with me in real time until you have a working Eliza version that you could tweak into your own chatbot.

You wouldn’t need the latest and greatest computer to do it, either! A laptop from 2010 (and remember, that’s 13 years ago now!) or later would be all you’d need.

When will it happen?

Sometime in May. I’m working on securing a venue, and I’ll announce a date, time and location once we have one.

Categories
Artificial Intelligence Programming Reading Material

Humble Bundle deals on AI books and courses

The “Ultimate Guide to ChatGPT & AI Chat Bots” bundle

Cover of “Exploring GPT-3”

How did I not know this book existed? Exploring GPT-3, published by Packt and written by Tampa Bay’s own Steve Tingiris, is a great introduction to GPT-3 and natural language processing that doesn’t require you to have a technical background. All you need are basic computer skills to try out the exercises in this book.

Ultimate Guide to ChatGPT and AI Chat Bots

Exploring GPT-3 is but one of twelve books, shown below…

Covers of all the books in the “Ultimate Guide to ChatGPT and AI Chat Bots” bundle

… and you can get all o them for as little as $18 in the Ultimate Guide to ChatGPT and AI Chat Bots ebook package from Humble Bundle (pictured above).

🚨 At the time of writing, this Humble Bundle will expire in 17 days.

The “Machine Learning and AI: Zero to Hero” bundle

Machine Learning and AI: Zero to Hero

Also worth checking out: the Machine Learning and AI: Zero to Hero Humble Bundle, which gives you 21 courses from Packt on various aspects of ML and AI:

Covers of all the courses in the “Machine Learning and AI: Zero to Hero” bundle

🚨 At the time of writing, this Humble Bundle will expire in 13 days.

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Artificial Intelligence Meetups Tampa Bay What I’m Up To

Scenes from Tampa Devs’ AI meetup

I’m buried in work right now, but I didn’t want to let more time pass before posting these photos from Monday’s Tampa Devs meetup, where the topic was AI.

Be sure to scroll all the way to the end to see photos of Vince playing the accordion!

Categories
Artificial Intelligence Tampa Bay What I’m Up To

I’ll be talking about ChatGPT and AI on Monday, April 10 at 4 p.m. on FOX 13 Tampa!

Banner: “Talking about ChatGPT and AI” announcing my appearance on FOX 13 New Tampa, Monday, APril 10 at 4:10 p.m., with the ChatGPT logo and photo of Joey deVilla

The folks at the local news program FOX 13 Tampa Bay must’ve liked my appearance on their series on ChatGPT last month, because they’ve invited me to do a live interview tomorrow (Monday, April 10th) at 4:10 p.m .!

I’ll be talking about conversational artificial intelligence applications such as ChatGPT, their upsides and downsides, and what I and other people are doing to prepare for an age where AIs are commonplace.

If you can catch it on TV or via their live streaming site, give it a watch! I’ll also see about getting an online version that I can post here.

Categories
Artificial Intelligence Humor

ChatGPT prompt experiment: Mr. Clean / “Star Wars” product placement

The original 1977 Star Wars poster, but with a Mr. Clean Magic Eraser sponge superimposed over Luke Skywalker's lightsaber.

My prompt:

I need a description of the original “Star Wars” film suitable for a magazine, but with an advertisement for Mr. Clean Magic Eraser pads somehow inserted into said description. Use big, Hollywood-style promotion language.

ChatGPT’s reply:

In a galaxy far, far away, a timeless epic unfolds, introducing audiences to an unforgettable cast of characters and an intergalactic battle between good and evil. “Star Wars” is a cinematic masterpiece that has captured the hearts and imaginations of generations.

From the moment the iconic opening crawl begins, viewers are transported into a world of adventure and excitement. Join Luke Skywalker, Princess Leia, and Han Solo as they embark on a daring mission to rescue the beautiful Princess from the clutches of the evil Empire. But their journey will not be easy, as they face off against ruthless stormtroopers, fierce battles, and treacherous villains.

As the story unfolds, audiences are swept away by the thrilling action sequences, the breathtaking special effects, and the iconic soundtrack. But amidst the chaos and excitement, there’s also a heartwarming tale of friendship, loyalty, and heroism that continues to resonate with viewers today.

And now, as you watch this timeless classic, experience the magic of Mr. Clean Magic Eraser pads. With their powerful cleaning technology, these pads can tackle even the toughest stains and dirt, leaving your home sparkling clean. So whether you’re battling the Empire or just fighting a messy kitchen, trust Mr. Clean Magic Eraser pads to get the job done right.

In the end, “Star Wars” is more than just a movie. It’s a cultural phenomenon that has inspired countless spin-offs, sequels, and even its own theme park. So come along for the ride, and may the force be with you – and Mr. Clean!

Categories
Artificial Intelligence Deals Programming Reading Material

A ten-dollar head start on machine learning

Want to get a head start on the artificial intelligence wave? Among other things, you’ll need to get a solid understanding of Python and machine learning, and the $10 level of Humble Bundle’s “Cookbooks for Coders” bundle has three great books to get you started:

Plus, you get seven other books covering a number of topics. I personally would benefit from the React, PowerShell, Raspberry Pi, and Regular Expression cookbooks.

I love the “cookbook” format, since it lives in the space between reference books, which are often too dry and provide no usage examples, and tutorials, which can often be a little too directed at solving one problem. Cookbooks give you just enough information to learn how to use a particular language or framework feature so that you can apply that knowledge to solving your particular problem or building the app that you have in mind. I find that I learn the most about a language or framework when I use material from cookbooks and other people’s code in building my own application ideas.

The “Cookbooks for Coders” Humble Bundle is available for another 13 days at the time of this writing. For ten dollars, it’s a pretty sweet deal. I’ve already picked it up, and if you want to get in on some of the machine learning opportunities that are already coming in fast and furious, you should too!

Here’s the Humble Bundle “Cookbooks for Coders” page.