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AI's Domination: The Upheaval of Business, Art, and Healthcare

Sophia Velastegui's Tech Revolution, Masayoshi Son's Decade Prediction, and AI's Challenge to Medical Degrees

Today's Aideations newsletter delves into the heart of AI's transformative power across various sectors. From corporate boardrooms to medical practices, from art studios to tech gatherings, the narrative of AI is rapidly shifting. SoftBank's CEO makes a bold AGI prediction, artists like Hannah Diamond weave AI into their creativity, and the medical world stands at the brink of an AI-powered paradigm shift. Plus, we get a peek into the promising future of Large Multimodal Models (LMMs) with Microsoft's GPT-4V(ision) and some interesting AI-powered tools and services.

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From Boardroom to Stardom: How AI is Rolling Out the Red Carpet for Businesses Ready to Embrace the Future

photorealistic business robot on the red carpet for a Hollywood premiere --ar 16:9 --v 5.2

Alright, it’s not about the “if,” but the “when” and “how” when it comes to AI (Artificial Intelligence) in the business realm. This isn’t a Black Mirror episode, but the story of Sophia Velastegui, the tech maven at the helm of Aptiv’s product line, who's also been the brains behind AI at Microsoft and a major player at Google and Apple. Now, she’s making a case for why corporate boards should stop dilly-dallying and get their AI game on, pronto.

Picture this: You’re on the Starship Enterprise, but instead of Captain Kirk, it’s AI at the helm, bridging the language gap between humans and machines. The role of AI has evolved from being the nerdy kid in the corner to the quarterback of the digital realm. It’s not just about search engines and ride-sharing algorithms anymore; AI is now your business's strategic buddy, helping you respond to market trends with the agility of a cat on a hot tin roof.

So why is AI the new black? Well, it’s a growth catalyst for businesses. The McKinsey State of AI Global Survey spilled the beans that high-flying organizations are using AI not as a shiny new toy, but a strategic tool to outwit competitors. And guess what’s the cherry on top? Scalability. AI systems can handle larger volumes of data and customers without you needing to hire an army of employees. Though there’s some upfront investment, it’s like paying for a gym membership that pays you back in spades with cost reductions in the long run.

Now, the bigwigs, the corporate directors, are at a crossroads. The writing is on the wall: embrace AI or be left in the digital dust. This isn’t just a tech fad; it’s the kind of transformation we saw with the internet and mobile tech. To ride this wave, businesses need to do more than just dip their toes in the AI waters; they need a full-on cannonball dive.

But here’s the snag. Most corporate boards are like deer caught in the headlights when it comes to digital transformation. According to Accenture, there’s a gaping hole in tech expertise at the board level. And our protagonist, Sophia, having spearheaded AI initiatives at tech behemoths, vouches for the massive upside of having a tech-savvy board. It’s not about fearing AI; it's about fearing your competitors harnessing AI better than you. This is where stories of AI-driven chatbots enhancing customer engagement at Microsoft and Apple, and AI algorithms giving hedge funds a facelift, come into play. The game is changing folks, and it’s changing fast.

So, how do we move past the fear of the unknown? It’s about education, strategy, and embracing a culture of experimentation at the board level. This is where my business Fraction AI consulting comes into play. The Covid pandemic has already pushed the fast-forward button on digital transformation, and AI is now mainstream, not a fringe science project. Boards need to bring in AI-savvy directors, promote continuous learning, and prioritize tech discussions. And for those still twiddling their thumbs, remember, in the AI era, it’s adapt or die. So, the question isn’t whether to jump onto the AI bandwagon, but how high and how soon.

Is Your Alexa About to Become Your Intellectual Rival? SoftBank CEO Predicts Machines Will Outsmart Us All in a Decade!

Headshot of Masayoshi Son, universe background --ar 16:9 --v 5.2

Hold onto your seats, folks, as we venture into the techno-future where humans and machines are not just buddies, but intellectual peers. The herald of this cybernetic age? None other than SoftBank’s maverick CEO, Masayoshi Son. During the recent SoftBank World event, Son declared that Artificial General Intelligence (AGI) is on a trajectory to outsmart us all within a decade. Yes, you heard that right – a decade. So, if you’ve been cozying up with Siri or Alexa, it’s time to prep for some deeper conversations.

Our man Son is not just theorizing from an armchair; he's been engaging in daily tĂȘte-Ă -tĂȘtes with GPT-4. And when the debates got monotonous, he jazzed things up by creating digital debaters to argue with each other while he played judge. Talk about taking your work home!

The race to the pinnacle of AGI is a heated one, with tech titans like Meta and Google hustling alongside OpenAI. The promise? A metamorphosis in how we work, play, and essentially, live. Son’s vision is one where self-driving cars aren’t just a Tesla dream, but a road reality that slashes accidents. And here’s the kicker: he forecasts AGI alone will churn out Nobel Prize-worthy leaps in science and engineering. Imagine a world where our digital companions not only fetch our emails but also solve the mysteries of the universe!

Now, Son's not just a dreamer; he’s a doer. While SoftBank had hit the pause button on tech investments, it's now roaring back into action. Son is rallying the troops at SoftBank, urging them to brainstorm on leveraging AI, with a sweet pot of cash rewards for the best ideas every month. The message is clear - embrace AI, or end up as obsolete as a floppy disk.

There was a quirky moment when Son, with a backdrop of a puzzled goldfish, asked the crowd if they fancied being a goldfish in a bowl, staring at the mysteries of AI. The divide, he posited, between those who integrate AI and those who shun it, would be as stark as that between apes and humans.

And though I’ve been devouring research papers that hint at AGI becoming reality in a mere 12-18 months, Son’s timeline gives us a decade to acclimatize. The SoftBank honcho’s narrative isn’t just about technological marvels, it’s a nudge, rather a shove, to jump on the AGI bandwagon before it speeds by. It’s not every day you get to witness the dawn of a new epoch where humans and machines share a brainwave. So, whether it’s a friendly debate with a chatbot or letting a self-driving car chauffeur you around, the future of AI isn’t just knocking on our doors, it’s ready to waltz right in. And as for me, I'm all in for this techno-tango, are you?

Is Your Doctor's Degree About to Expire? How AI is Stealing the Stethoscope and Revolutionizing Healthcare!

ai analytics in healthcare --ar 16:9 --v 5.2

AI in healthcare—it’s been teasing us for over two decades now. Since the early 2000s, our medical mavens have been dreaming of a day when AI would revolutionize the stethoscope scene. Yet, despite the relentless whispers of tech-induced transformation, AI’s grand entrance seemed to be stuck in traffic. That is until ChatGPT strutted into the med-tech runway in late 2022, and oh boy, did it make a statement!

Generative AI is the kid who sat in the back of the class, effortlessly cool and leagues ahead of its AI predecessors. Let’s take a quick stroll down memory lane. The first wave of AI in healthcare was akin to a medical student cramming for finals—rule-based systems that translated symptoms into diagnoses using pre-set algorithms. It was a good start, but these early AIs were more textbook than intuition, often tripping up in the complex world of patient care.

The second act, Narrow AI, had a bit more pizzazz. By gobbling up heaps of data, it could identify patterns beyond human ken. For instance, it could sift through thousands of mammograms to pinpoint subtle differences indicating malignancy. Yet, it had its quirks. It could only excel in the task it was trained for, and its performance was as good as the data it was fed. A classic case of garbage in, garbage out.

But generative AI? Oh, it’s the rockstar we've been waiting for. It’s not just about rules or patterns—it's about creating. It's about handing the paintbrush to everyone, expertise be damned. Already, with tools like Google’s Med-PaLM 2 acing physician exams, we're seeing the dawn of a new era where medical expertise is not hoarded by the white-coat brigade alone. And as these AI tools continue to gorge on the vast expanses of medical data, their clinical savvy is only shooting through the roof.

The promise is intoxicating: imagine a world where medical know-how isn’t the monopoly of the med-school elite but is democratized for John and Jane Doe. Generative AI is on track to reboot the whole doctor-patient dynamic, promising a future where diagnosing a disease or crafting a treatment plan doesn’t demand a medical degree.

Of course, the old guard might have their reservations. The notion of AI tools playing doctor might ruffle some feathers in the medical community. But when you stack that against a harrowing 400,000 annual deaths from misdiagnoses and 250,000 from medical errors in the US, the potential for a seismic shift in healthcare is not just compelling—it's a clarion call.

The pace at which generative AI is evolving is nothing short of breathtaking. Sure, they’re not ready to steal the doctor’s white coat just yet, but with a predicted 30-fold growth in prowess over the next five years, they’re certainly eyeing it. And as they continue to evolve, the essence of medical expertise will gradually transition from the hallowed halls of med schools into the digital realm, accessible to anyone with a click.

So, as generative AI continues its march, we're not just looking at a mere upgrade in healthcare tech. We're talking about a paradigm shift that could redefine the very essence of medical expertise, democratizing it for the many, not just the few. And whether the medical community is ready or not, the AI-empowered patient is coming. The healthcare narrative is being rewritten, and it’s a plot twist that’s long overdue.

How Hyperpop Queen Hannah Diamond is Harmonizing with High-tech to Hit High Notes

Hyperpop Queen Hannah Diamond is Harmonizing with High-tech to Hit High Notes --ar 16:9 --v 5.2

Ah, the age-old narrative of humans versus machines. Remember the good ol' days when artists and musicians, in their quaint little studios, would painstakingly craft their masterpieces? Fast-forward to today, and the creative landscape is morphing, thanks to Artificial Intelligence. Meet Hannah Diamond, a hyperpop artist who’s embracing the AI wave rather than drowning in it. Her narrative is like a melody composed of equal parts skepticism and innovation, that plays to the rhythm of a changing industry.

Now, imagine you're a budding artist, your canvas waiting for the stroke of brilliance, but instead of a paintbrush, you have an AI-powered robotic arm. It’s November last year, and the AI behemoth OpenAI has just released ChatGPT. Suddenly, every creative soul is feeling the cold draft of obsolescence creeping up their spine. You go back to your studio only to find AI sitting there, smugly doodling on your canvas. It’s the eerie reflection of our modern-day fear: machines stealing the very essence of our human creativity.

Diamond's journey into the digital soundscape started in 2013 with her pal A.G. Cook. With a shared love for glitchy, shimmering tunes, they brought the hyperpop genre to life from the cramped confines of Cook’s bedroom. However, as Diamond's star soared, whispers began circulating. Was Diamond real or just a pixelated puppet masterminded by Cook? The reality was much simpler; she was a talented woman in a realm often dominated by men and machines.

Flash forward a decade, and Diamond is now orchestrating a harmonious blend of human and machine creativity. While the realm of artistry seems to be engaged in a tug-of-war with AI, a band of artists has penned an open letter, extending an olive branch to AI, heralding it as the catalyst for democratizing creativity. It’s not about man versus machine anymore; it’s about how they jam together to create a new genre of artistry.

Now, AI is not just a soulless coder of tunes; it's a co-creator, a collaborator. Diamond, along with other avant-garde musicians, harnesses AI to transcend traditional boundaries. It’s like having a super-powered assistant that doesn’t sleep, doesn’t eat but churns out lyrical gems whenever you need them. In her latest album, 'Perfect Picture', AI played the role of a modern-day muse, speeding up the brainstorming process, refining the tunes, and capturing the essence of her creative vision.

Diamond’s narrative is echoed by many in the artistic community, especially the younger crowd. Youth Music, a charity, found that young musicians are thrice as likely to collaborate with AI compared to the older gen. It’s about breaking down financial and time barriers, enabling budding artists to juggle their passion with real-world responsibilities. Tee Peters, for instance, has AI mixing and mastering his tunes, while Jenni Orlopp delegates the managerial legwork to AI, freeing her to focus on her musical vision.

But it’s not all roses and rainbows in this AI-augmented reality. The fear of AI morphing into a monotonous machine churning out ‘library muzak’ or diluting the unique essence of human creativity is real. The corporate honchos, entranced by AI’s potential to mimic human ingenuity, are on a mad dash to automate creativity, often overlooking the essence of human touch.

Amidst this loud noise the essence of artistic autonomy shines through. Diamond reminisces about the early days of her career, her experiments with AI, and her decision to retain the human touch in her music. The narrative isn’t about shunning the machines but about orchestrating a symphony where human creativity is the maestro and AI, a virtuoso player in the orchestra.

So, as the curtains fall on this narrative, the essence is clear: The realm of creativity is vast, and there’s room for both man and machine. It’s about striking that melodious chord where the digital tunes of AI resonate with the human essence of artistry, creating a masterpiece that’s nothing short of magical.

AutoGen Tutorial

Authors: Zhengyuan Yang, Linjie Li, Kevin Lin, Jianfeng Wang, Chung-Ching Lin, Zicheng Liu, Lijuan Wang (Microsoft Corporation)

Executive Summary:

The research paper provides an in-depth analysis of Large Multimodal Models (LMMs), with a specific focus on GPT-4V(ision) or GPT-4V. LMMs aim to enhance the capabilities of large language models by integrating multisensory skills, particularly visual understanding. This study offers a comprehensive exploration of GPT-4V, highlighting its prowess in handling diverse tasks. The team has assembled a collection of test samples to assess the model's quality, versatility, supported input types, operational modes, and effective prompting techniques. Key findings emphasize GPT-4V's exceptional skill in processing intricate multimodal inputs. The model also showcases a broad spectrum of capabilities, positioning itself as a robust multimodal generalist system. An intriguing feature of GPT-4V is its ability to comprehend visual markers on images, which can revolutionize human-computer interaction methods through visual referring prompting.

Pros:

  • Exceptional capability in processing multifaceted multimodal inputs.

  • Demonstrates a wide array of versatile capabilities.

  • Offers potential for innovative human-computer interactions using visual markers.

Use Cases:

  • Innovative human-computer interaction techniques utilizing visual markers.

  • Handling diverse tasks spanning multiple domains due to its all-encompassing capabilities.

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