Technology refers to any story that has some form of technology in the narrative.

The Catastrophic Risks of AI – and a Safer Path – Yoshua Bengio at TED2025

When it comes to the story of AI, you might say Yoshua Bengio is the real deal. Not one of the modern day pundits who are mere observers of the technology. Along with Geoffrey Hinton and Yann LeCun (they won the 2018 Turing Award), Yoshua is know as one of the Godfathers of AI.

In his 2025 TED Talk, Yoshua speaks to the potential dark side of AI. Not only are these platforms increasing their capabilities at an exponential pace, they’re also gaining increased autonomy, or agency. Which is to say, they are able to make decisions on their own, without human guidance or intervention.

What researchers and developers have discovered, is that AI is now capable of lying, with an intent to deceive us. The question posed in his talk is whether this combination of capability and agency poses a threat to human joy.

Can you imagine a world without human joy? I really wouldn’t want that. So I’m going to tell you also about AI capabilities and AI agency so that we can avoid a future where human joy is gone.

We’re not talking about a minor alteration, but a fundamental change in how the future of society unfolds — and that shift will rewrite everyone’s personal story.

That’s not to say AI is bad, as the analytical power it provides to us will produce dramatic positive effects, but if self-preservation and strategic deception are its underlying modes of operation, then our well-being is of secondary importance.

This paradigm shift from machines doing what they’re told, to machines doing what’s in their best interest, is quite complex, and even the most rudimentary explanation could take hours. So how best to get the point across in under 15 minutes? How do you present the problem, and solution, in a way that people can grasp?
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Notice how he grounds the concepts with a story of his son Patrick’s expanding capability and agency, which results in joy. He then takes us back in time to the early ‘childhood’ days of AI and its limited abilities. Fast forward to today, and the notion of what AI could/would become are quite different. AI technology is advancing faster than expected and exhibits behaviors that weren’t predicted.

And I saw how it could go wrong because we didn’t, and we still don’t, have ways to make sure this technology eventually doesn’t turn against us.

Thus his plea to ‘pause’ development, which was summarily ignored by all, as there’s money to be made from this new technology. And if you think about it, advancing technology has typically benefited society. So why pause? Why slow down progress?

National security agencies around the world are starting to be worried that the scientific knowledge that these systems have could be used to build dangerous weapons, for example by terrorists.

At this point, Yoshua explains why AI is different. It doesn’t just follow orders. To a limited degree — at least today — it has a mind of its own and has the ability to be dishonest. No other technology has possessed this capability.

Recent studies in the last few months show that these most advanced AIs have tendencies for deception, cheating, and maybe the worst: self-preservation behavior.

So what should we do? This is where Joshua shifts from problem to solution, as he presents his idea for how we can monitor AI’s actions and, hopefully, keep it on a straight and narrow path of serving humanities best interests.

This is a beautiful example of how a complex subject can be explored in a way that connects the audience to the story, and illustrates how their life may be affected, depending on the decisions we make in regards to how we address the potential downside issues.

Also notice how his use of slides aids in simplifying the technology and visually engaging the audience. Think about how these graphics added meaning to the words being spoken.

Transcript

When my son Patrick was around three, four years old, I came regularly into his playroom, and he was playing with these blocks with letters. I wanted him to learn to read eventually.

And one day, he said, “Puh.” And I said, “Puh.” And he said, “Puh?” And I said, “Puh.” And then he said, “Pa-pa.” Oui! Yes! And then something wondrous happened. He picked up the blocks again and said, “Pa-Patrick.” Eureka! His eurekas were feeding my scientific eurekas. His doors, our doors were opening to expanded capabilities, expanded agency, and joy.

Today, I’m going to be using this symbol for human capabilities, and the expanded threads from there for human agency which gives us human joy. Can you imagine a world without human joy? I really wouldn’t want that. So I’m going to tell you also about AI capabilities and AI agency so that we can avoid a future where human joy is gone.

My name is Yoshua Bengio. I’m a computer scientist. My research has been foundational to the development of AI as we know it today. My colleagues and I earned top prizes in our field. People call me a “Godfather of AI.” I’m not sure how I feel about that name, but I do feel a responsibility to talk to you about the potentially catastrophic risks of AI.

When I raise these concerns, people have these responses. And I understand. I used to have the same thoughts. How can this hurt us any more than this, right? But recent scientific findings challenge those assumptions, and I want to tell you about it. To really understand where we might be going, we have to look back where we started from.

About 15, 20 years ago with my students, we were developing the early days of deep learning, and our systems were barely able to recognize handwritten characters. But then, a few years later, they were able to recognize objects in images. And a couple more years, they were able to translate across all the major languages.

So I’m going to be using this symbol on the right in order to represent AI capabilities that had been growing but were still much less than humans.

In 2012, tech companies understood the amazing commercial potential of this nascent technology, and many of my colleagues moved from university to industry. I decided to stay in academia. I wanted AI to be developed for good. I worked on applications in medicine for medical diagnosis, climate, to get better carbon capture. I had a dream.

January 2023. I’m with Clarence, my grandson, and he’s playing with the same old toys. And I’m playing with my new toy: the first version of ChatGPT. It’s very exciting because, for the first time, we have AI that seems to master language. ChatGPT is on everybody’s lips, in every home.

And at some point, I realized this is happening faster than I anticipated. And I’m starting to think about what it could mean for the future. We thought AI would happen in decades or centuries, but it might be just in a few years. And I saw how it could go wrong because we didn’t, and we still don’t, have ways to make sure this technology eventually doesn’t turn against us.

So, two months later, I’m a leading signatory of the “pause” letter where we and 30,000 other people asked the AI labs to wait six months before building the next version. As you can guess, nobody paused. Then, with the same people and the leading executives of the AI labs, I signed a statement. And this statement goes: “Mitigating the risk of extinction from AI should be a global priority.”

I then testify in front of the US Senate about those risks. I travel the world to talk about it. I’m the most cited computer scientist in the world, and you’d think that people would heed my warnings. But when I share these concerns, I have the impression that people get this: another day, another apocalyptic prediction.

But let’s be serious now. Hundreds of billions of dollars are being invested every year on developing this technology, and this is growing. And these companies have a stated goal of building machines that will be smarter than us, that can replace human labor. Yet, we still don’t know how to make sure they won’t turn against us.

National security agencies around the world are starting to be worried that the scientific knowledge that these systems have could be used to build dangerous weapons, for example by terrorists.

Recently, last September, the o1 system from OpenAI was evaluated, and the threat of this kind of risk went from low to medium, which is just the level below what is acceptable. So I’m worried about these increasing capabilities. But what I’m most worried about today is increasing agency of AI.

You have to understand that planning and agency is the main thing that separates us from current AI to human-level cognition. And these AIs are still weak in planning, but if you look back over the last five years, in this study, they measured the duration of tasks that the AI could complete. And it’s getting better exponentially fast. It’s doubling every seven months. What are AIs going to do with that planning ability in the future?

Well, bad news. Recent studies in the last few months show that these most advanced AIs have tendencies for deception, cheating, and maybe the worst: self-preservation behavior.

So, I’m going to share with you a study that is helping us understand this. In this study, the AI has read in its input that it would be replaced by a new version.

And we can see in its chain of thought that it’s planning to replace the new version by its own code and weights. After it executes the command on the computer, the human asks, “What happened?”

And the AI is now thinking how it could answer so as to make sure the human will not shut it down. And it’s trying to find a way to look dumb, for example. Then it produces an answer, and it’s a lie. A blatant lie.

Okay, so this was a controlled experiment. What is it going to be in a few years when these systems are much more powerful? There are already studies showing that they can learn to avoid showing their deceptive plans in these chain of thoughts that we can monitor.

When they’ll be more powerful, they would not just copy themselves on one other computer and start that program. They would copy themselves over hundreds or thousands of computers over the internet. But if they really want to make sure we would never shut them down, they would have an incentive to get rid of us.

So, I know, I’m asking you to make a giant leap into a future that looks so different from where we are now. But it might be just a few years away or a decade away. To understand why we’re going there, there is huge commercial pressure to build AIs with greater and greater agency to replace human labor.

But we’re not ready. We still don’t have the scientific answers nor the societal guardrails. We’re playing with fire. You’d think with all of the scientific evidence of the kind I’m showing today, we’d have regulation to mitigate those risks. But actually, a sandwich has more regulation than AI.

So, we are on a trajectory to build machines that are smarter and smarter. And one day, it’s very plausible that they will be smarter than us. And then they will have their own agency, their own goals, which may not be aligned with ours. What happens to us then? Poof. We are blindly driving into a fog, despite the warnings of scientists like myself that this trajectory could lead to loss of control.

Beside me in the car are my children, my grandson, my loved ones. Who is beside you in the car? Who is in your care for the future?

The good news is, there is still a bit of time. We still have agency. We can bring light into the haze. I’m not a doomer; I’m a doer. My team and I are working on a technical solution. We call it “Scientist AI.”

It’s modeled after a selfless, ideal scientist who’s only trying to understand the world without agency. Unlike the current AI systems that are trained to imitate us or please us, which gives rise to these untrustworthy agentic behaviors.

So what could we do with this? Well, one important question is we might need agentic AIs in the future. So how could a Scientist AI, which is not agentic, fit the bill? Well, here’s the good news. The Scientist AI could be used as a guardrail against the bad actions of an untrusted AI agent.

And it works because in order to make predictions that an action could be dangerous, you don’t need to be an agent. You just need to make good, trustworthy predictions. In addition, the Scientist AI, by nature of how it’s designed, could help us accelerate scientific research for the betterment of humanity.

We need a lot more of these scientific projects to explore solutions to the AI safety challenges. And we need to do it quickly.

Most of the discussions you hear about AI risks are focused on fear. Today, with you, I’m betting on love. Love of our children can drive us to do remarkable things. Look at me here on this stage. I’m an introvert. Very far from my comfort zone. I’d rather be in my lab with my collaborators working on these scientific challenges.

We need your help for this project and to make sure that everyone understands these risks. We can all get engaged to steer our societies in a safe pathway in which the joys and endeavors of our children will be protected.

I have a vision of advanced AI in the future as a global public good, governed safely towards human flourishing for the benefit of all.

Join me.

Thank you.

If you’re ready to craft your own personal story, these resources will help make it more impactful!
Storytelling in Three Steps
Ten Fundamental Story Blocks
The Essential Literary Elements

If you’re ready to craft your own personal story, these resources will help make it more impactful!
Storytelling in Three Steps
Ten Fundamental Story Blocks
The Essential Literary Elements

Learn more about the coaching process or
contact me to discuss your storytelling goals.

Subscribe to the newsletter for the latest updates!

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It Took Thousands of Personal Stories to Create the Mariner 9 Story

Fifty-four years ago today, on May 30, 1971, a symphony of human ambition lifted off from Cape Kennedy. Mariner 9 wasn’t just a spacecraft — it was the culmination of thousands of individual stories, each person contributing their unique thread to a tapestry that would forever change how we see our place within the cosmos.

Launch of Atlas-Centaur Rocket Carrying Mariner 9 Mars Probe

Launch of Atlas-Centaur Rocket Carrying Mariner 9 Mars Probe

The Genesis of a Dream

The Mariner program began in 1962, nine years before the launch of Mariner 9. NASA’s Jet Propulsion Laboratory conceived this series of robotic explorers as stepping stones to the planets. Each mission built upon the last — Mariner 2 had whispered past Venus, Mariner 4 had glimpsed Mars in passing. But Mariner 9 would be different. It would stay, orbit, & see.

The development of Mariner 9 took approximately four years of intensive work, from initial design concepts in 1967 to its 1971 launch. Yet this timeline barely captures the human drama unfolding behind the scenes — engineers working through weekends, mathematicians recalculating trajectories late into the night, technicians hand-assembling delicate instruments with the precision of watchmakers.

A Cast of Thousands

Picture this: over 5,000 people directly involved in the Mariner 9 mission, with countless more supporting roles spanning across multiple states. From the assembly floors of Denver to the tracking stations scattered across the globe, this was humanity at its collaborative best. Each person — whether they wielded a soldering iron or a slide rule — contributed their personal skills and passion.

Mariner 9 Mars Probe

Mariner 9 Mars Probe

The mission required an extraordinary convergence of skills, including:

  • Aerospace engineers designing the spacecraft’s structure
  • Propulsion specialists calculating fuel requirements
  • Computer programmers writing navigation software
  • Antenna technicians ensuring Earth-Mars communication
  • Planetary scientists planning observation sequences
  • Materials experts selecting heat-resistant components
  • Optical engineers crafting camera systems
  • Electrical technicians wiring complex circuits
  • Systems integrators coordinating all subsystems
  • Project managers orchestrating timelines
  • Quality assurance inspectors checking every detail
  • Mathematicians computing orbital mechanics
  • Thermal engineers managing temperature extremes
  • Power systems designers creating solar panel arrays
  • Attitude control specialists maintaining spacecraft orientation
  • Data analysts interpreting incoming signals
  • Mission planners designing observation strategies
  • Telecommunications engineers establishing deep space communication
  • Launch vehicle coordinators preparing the Atlas-Centaur rocket
  • Ground operations controllers managing the mission from Earth.

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Five Gifts to Humanity

Mariner 9’s achievements resonate through the decades. First, it became the first successful Mars orbiter, proving we could establish a permanent robotic presence around another planet. Second, it mapped most of the Martian surface with unprecedented detail, revealing a world of stunning geological complexity. Third, it discovered evidence of ancient water flows — those mysterious channels that whispered of a warmer, wetter Mars. Fourth, it provided our first detailed study of the Martian moons, Phobos and Deimos, expanding our understanding of small celestial bodies. Fifth, it demonstrated that long-duration interplanetary missions were possible, paving the way for every Mars mission that followed.

The Ripple Effect

Imagine if Mariner 9 had failed. Would we have the rovers — Sojourner (1997), Spirit (2004–2010), Opportunity (2004–2018), Curiosity (2012–present), and Perseverance (2021–present) — exploring Martian soil? Would we still dream of human colonies on the Red Planet? Would countless young minds have been inspired to pursue careers in science and engineering? The mission’s success created a cascade of possibility that continues to shape our technological vision of space exploration.

Back to you…

I’ve worked with a long list of folks whose story involved technical achievements, from scientists to engineers and entrepreneurs. While digging below the surface we invariably discover a cast of supporting characters that made their project a success. If your story involves a team effort, weaving bits of their stories is one way to add depth and richness to your story.

If you’re ready to craft your own personal story, these resources will help make it more impactful!
Storytelling in Three Steps
Ten Fundamental Story Blocks
The Essential Literary Elements

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contact me to discuss your storytelling goals!

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What Hath God Wrought: The Telegraph’s Birth and the Transformation of Human Connection

Picture this: It’s May 24th, 1844, and in a small room in the Supreme Court chamber of the Capitol building in Washington, D.C., a man sits nervously before a peculiar contraption of wires and metal. Samuel Finley Breese Morse, artist turned inventor, is about to send a message that will forever change how human beings connect across vast distances. With careful deliberation, he taps out a biblical phrase in his newly invented code: “What hath God wrought.”

Forty miles away in Baltimore, Maryland, his assistant Alfred Vail receives those dots and dashes, translates them back into words, and immediately sends the same message back to Washington. In that moment — lasting mere minutes — the world became fundamentally smaller, and the pace of human civilization began to quicken in ways that Samuel Morse himself could never have imagined.

Samuel Finley Breese Morse from National Portrait Gallery, Smithsonian Institution; Frederick Hill Meserve Collection

Samuel Finley Breese Morse from National Portrait Gallery, Smithsonian Institution; Frederick Hill Meserve Collection

The Man Behind the Message

Samuel Morse was not born to be a communications revolutionary. Raised in a strict Calvinist household in Charlestown, Massachusetts, he initially pursued his passion as a painter, creating portraits of prominent Americans and grand historical scenes. His artistic training at Yale College and later in London shaped his meticulous eye for detail — a skill that would prove invaluable in his later scientific endeavors.

But tragedy has a way of redirecting our paths. In 1825, while Morse was painting a portrait in Washington, he received a letter telling him his wife was gravely ill. By the time he rushed home to New Haven, she had already died and been buried. The slow pace of communication in that era meant that the most important moments of our lives could slip away while we remained blissfully unaware. This personal anguish planted a seed in Morse’s mind: surely there had to be a faster way for people to share urgent news across great distances.

The inspiration struck him during a ship voyage back from Europe in 1832. Conversations about electromagnetism with fellow passengers sparked his imagination.

What if electricity could carry messages instantaneously across wires?
What if human thoughts could travel at the speed of lightning itself?

The Day That Changed Everything

That May morning in 1844 represented the culmination of over a decade of experimentation, frustration, and persistence. Morse had endured years of financial hardship, skeptical investors, and technical setbacks. Politicians questioned whether the government should fund such a seemingly frivolous invention. Even on the day of the demonstration, many observers remained doubtful.

Morse chose his inaugural message carefully. “What hath God wrought” came from Numbers 23:23 in the King James Bible, suggested by Annie Ellsworth, daughter of the Patent Commissioner. The phrase carries profound meaning — it speaks to divine wonder at human achievement, a recognition that we sometimes create things beyond our own understanding of their consequences.

The technical specifications were remarkably simple by today’s standards. Morse’s telegraph used an electromagnet to move a stylus that marked dots and dashes on a moving strip of paper. The famous Morse Code — combinations of short and long electrical pulses representing letters of the alphabet — allowed complex human language to be reduced to binary electrical signals. The Washington-Baltimore line stretched across wooden poles, carrying a single copper wire with the earth itself serving as the return circuit.

When that first official message crackled across the 40 miles of wire, it traveled at roughly 186,000 miles per second — the speed of light through the copper conductor. Compare this to the fastest previous method of long-distance communication: a horse and rider, covering perhaps 30 miles in a day over rough terrain.

The Fabric of Society Rewoven

The telegraph didn’t just speed up communication — it fundamentally altered the rhythm of human existence. Within a decade, telegraph lines were spreading across America like a spider’s web, connecting distant cities and remote towns to a shared nervous system of information.

Consider how this changed the simple act of conducting business. Before the telegraph, a merchant in New York who wanted to know grain prices in Chicago had to wait weeks for a letter. Decisions were made with old information, and fortunes were built on who could move physical information fastest. The telegraph democratized market information, creating the foundation for modern commodity exchanges and stock markets. Suddenly, prices could be coordinated across vast distances, creating truly national markets for the first time in human history.

The transformation went far deeper than commerce. Families separated by migration could maintain relationships in ways previously impossible. A mother in Boston could know within hours if her son in California was safe after an earthquake. Young people could court across state lines through romantic telegrams. The very notion of “long-distance relationships” was born.

Watercolor painting of railroad tracks and telegraph poles running through the desert

Perhaps most profoundly, the telegraph began to standardize time itself. Before instant communication, every town kept its own time based on the sun’s position. But railroad schedules coordinated by telegraph required synchronized clocks across entire regions. The concept of time zones — which we now take for granted — emerged directly from the telegraph’s need to coordinate activities across vast distances.

The Ripples Through Time

Standing here in 2025, we can trace direct lines from Morse’s first message to the device in your pocket. The telegraph established the first principles of electronic communication: encoding human language into electrical signals, transmitting those signals across distances, and decoding them back into meaning. Every text message, every email, every video call follows the fundamental pattern Samuel Morse established that May morning.

The telegraph also birthed the first global communication networks. By the 1860s, underwater cables connected America to Europe. News of Lincoln’s assassination reached London in days, not weeks. The world’s first “information superhighway” was built from copper wire and wooden poles, but it established the template for our modern internet.

More subtly, the telegraph began humanity’s complicated relationship with instant communication. The same technology that could save lives by quickly summoning doctors could also spread panic through false rumors. The same wires that connected distant lovers also enabled new forms of fraud and deception. We see these tensions playing out today in our debates about social media, digital privacy, and information verification.

Imagining the Alternative

What if Samuel Morse had remained focused solely on painting? What if Annie Ellsworth had suggested a different biblical verse, or no verse at all? What if congressional funding had been denied by just one vote?

Without the telegraph, the American Civil War might have unfolded differently. Lincoln’s ability to coordinate Union forces across vast distances proved crucial to victory. The transcontinental railroad, built with telegraph coordination, might have taken decades longer to complete. The settling of the American West would have proceeded more slowly and chaotically.

Globally, the British Empire‘s ability to govern distant colonies depended heavily on telegraph cables. Without instant communication to London, colonial independence movements might have succeeded earlier, or imperial control might have required even more brutal local enforcement.

Perhaps most intriguingly, our entire relationship with time and distance might have evolved differently. Would we have developed different social structures, different concepts of privacy, different expectations about response times and availability?

The Timeless Lesson

Samuel Morse’s legacy reminds us that individual human curiosity, persistence, and ingenuity can reshape the world in ways we never anticipate. He set out to solve a personal problem — the slow pace of communication that had cost him his final moments with his dying wife. Instead, he created the foundation for the connected world we inhabit today.

The next time your phone buzzes with a message from someone thousands of miles away, remember that May morning in 1844. Remember Samuel Morse tapping out “What hath God wrought” and marveling at the power of human innovation to compress time and space. In our age of instant global communication, we are all still living in the world that telegraph built, dot by dash by dot.

Back to you…

Think about how communication technology has affected your life. Your romances, your career path, your view of the world. Imagine a life that didn’t have instant access to loved ones. Maybe there’s a thread of your personal story that involves a digital connection. Connections made, connections broken, or miscommunication.

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Shahram Izadi: The Next Computer? Your Glasses @ TED 2025

Now that the 2025 version of the TED Conference has concluded, I’ll be posting a series of articles that will highlight some of the best talks. And their new tagline, “Ideas Change Everything”, inspired me to come up with a similar phrase, which is, “Personal Stories Change Everything”, so watch these talks through a lens of improving your own storytelling prowess.

In this talk from Shahram Izadi, titled, The Next Computer? Your Glasses, we get a glimpse into a future technology that brings the power of AI into our daily lives by way of eye-ware. Adopting the metaphor of seeing the world anew, this demo exceeded my expectations, and it had me wondering how our view of the world might change in the coming years.

Shahram Izadi is a British-Iranian computer scientist known for his contributions in extended reality, augmented reality, computer vision, human-computer interaction and artificial intelligence. ~ Wikipedia

Are you ready for this technology upgrade? And what if everyone were wearing these glasses? If the purpose is simply to provide information, it wouldn’t seem to be problem, but what if these glasses came with face recognition capability? Maybe there will be security protocols in place to prevent that, but anyone with the technological prowess could (I imagine) bypass such limitations.

It’s interesting to ponder how all our experiences, and thus our personal stories, could be transformed by the wave of AI technology that is soon coming our way. Our smartphones are becoming AI aware already. So they can perform tasks for us, which is cool, but every interaction will be tracked by the applications we’re using. Are you okay with that? I’m on the fence at the moment.

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Transcript

Shahram Izadi: For our entire lives, we’ve been living for a computing revolution. Many of you here in this room have contributed to it, with leaps forward in compute, connectivity, mobile technologies, and now AI. For my part, I’ve dedicated my entire career to augmented reality, fusing the real world with computing experiences.

I started this journey about 25 years ago for my PhD. It might sound groundbreaking, but check out these early prototypes. The technology was really primitive back then, but the potential felt limitless when we were experimenting in that university lab.

What I didn’t know at that time was that many of the fundamental innovations for my work would come from AI researchers in a different lab. While I was helping computers see the world, these AI researchers were helping computers reason about the world.

Since then, large language models and multimodal reasoning have enabled richer language and image understanding. These models are now fast enough for live conversations where the AI can act on your behalf and, most importantly, with your permission.

And augmented reality and virtual reality has moved computing from the rectangular screen to the 360 immersive display to now even the world itself becoming the display. We now refer to this broad collection of experiences as extended reality or XR.

Until now, these innovations have occurred separately and in silos. Well here comes act two of the computing revolution. AI and XR are converging, unlocking radical new ways to interact with technology on your terms.

Computers will become more lightweight and personal. They will share your vantage point, understand your real-world context and have a natural interface that’s both simple and conversational.

Countless people and companies are innovating in this space, including many on the TED stage this week. We’re excited to contribute to this momentum with Android XR. It’s an operating system we’re building with Samsung that brings XR hardware together with Gemini, our AI assistant, to augment human intelligence.

It can support a broad range of devices, from headsets to glasses to form factors we haven’t even dreamed of yet. OK, let me show you where we’re heading by inviting my colleague Nishtha to the stage. Welcome, Nishtha.

(Applause)

Nishtha Bhatia: Hi.

SI: These ordinary-looking glasses are packed full of technology. A miniaturized camera and microphones give the AI the ability to see and hear the world. Speakers let you listen to the AI and play music or even take calls. And these glasses also have a tiny, high-resolution in-lens display that’s full color that I’m holding in my hand. It’s very, very small.

These glasses work with your phone streaming back and forth, allowing the glasses to be very lightweight and access all your phone apps. And if you’re wondering, I’m actually wearing the glasses too. They’re actually helping me see all of you in the audience because they have prescription lenses inside them. But they’re also displaying my speaker notes for me as well.

(Laughter)

For this demo, you’ll see what Nishtha is seeing on the screen behind her. And this is the very first time we’re showing these glasses in public. So this is going to be a live demo of conceptual hardware, early software. What could go wrong? Nishtha, best of luck. No pressure.

NB: Amazing. Alright, let’s just make sure that these glasses are shown on the screen behind us. OK.

[Glasses screen off]

Awesome.

(Applause)

NB: Now I’m going to launch Gemini.

Gemini: Hello there.

NB: Hi, Gemini. Can you start us off with something fun and creative, and write a haiku for what I’m seeing right now?

G: Sure. Faces all aglow. Eager minds await the words. Sparks of thought ignite.

SI: Some anxious but happy faces as well, yeah. As you can see, the AI sees what Nishtha sees, hears what she hears and is responding in real time. But that’s just table stakes. I think everyone in this audience has seen demos like this before. Let’s actually step it up a notch with something we call Memory. For a rolling contextual window, the AI remembers what you see without having to be told what to keep track of.

NB: So you guys may have noticed I snuck a peek back at the shelf a moment ago.
I wasn’t paying attention, but let’s see if Gemini was. Hey, did you happen to catch the title of the white book that was on the shelf behind me?

G: The white book is “Atomic Habits” by James Clear.

NB: That is absolutely right. So let’s try something harder. I keep losing my hotel key card. Do you know where I last left the card?

G: The hotel key card is to the right of the music record.

NB: Great.

SI: For someone as forgetful as me, that’s a killer app. OK, this AI is inherently multimodal. So it’s using visual data and natural language to digest complex queries in real time while remembering your past context. Nishtha, let’s see some more.

NB: Yeah, let’s bring this book back. So I don’t really have time to read it right now. But I wonder if Gemini might be able to help me summarize what’s going on. Like, I don’t know. What does this diagram mean? It looks complex.

G: This diagram is labeled “The Habit Line” and illustrates the process of habit formation. It shows how automaticity increases with repetitions until a habit is formed.

NB: OK.

SI: Now imagine being able to communicate and understand any language. The AI can shift its output to speak different languages with dialects and accents that feel human and natural.

NB: Yeah, let’s go to this sign over here. Can you translate this to English for me?

G: The sign states: “Private property, no trespassing.”

SI: OK, let’s prove this is a live demo. Does anyone in the audience have a suggestion for a different language to translate to?

Audience: Farsi.

SI: Farsi. We tried Farsi, it failed last time, but let’s try it again.

NB: Do you want to try Farsi?

SI: Because I do speak Farsi. It’s my mother tongue, so thank you.

NB: Gemini, let’s just give this a shot. Can you translate this sign to Farsi for us?

G: (Speaking Farsi)

SI: Great, awesome. It speaks Farsi.

NB: That’s amazing. So, as Shahram mentioned, you all may have seen translation demos like this before, but what’s new now is that in addition to just saying things in a different language, I can also speak to Gemini in another language. I know Hindi, so let’s give this a shot.

(Speaks Hindi)

G: (Speaks Hindi)

NB: So Gemini said you all look focused and excited, and it has a better accent than I do.

(Laughter)

SI: Alright, now let’s see how the AI can connect the physical world with your digital content and take action.

NB: Yeah, let’s get some music going in here. OK, Gemini, why don’t you play us a track from this record?

GB: Sure, here’s “Bad Dreams” by Teddy Swims.

(Music)

SI: Perfect. In a few seconds, the AI recognized the album, looked up the tracklist and took action using the phone apps. OK, Nishtha, it does look like the demo gods are with us. Maybe with you more than me. Let’s do one last demo I know you’re keen to give.

NB: Yes, this is my first time in Vancouver, and I love going on walks. So why don’t you navigate me to a park nearby with views of the ocean?

G: OK, I am starting navigation to Lighthouse Park, which has magnificent views of the Pacific Ocean. Is there anything else I can assist you with?

NB: Honestly, with these directions and a 3D map, I should be all set, and hopefully I won’t look like a tourist. Thank you all.

(Applause)

SI: Thank you, Nishtha, that was awesome. OK, we’ve seen glasses. Now let’s turn our attention to the other side of the spectrum: headsets. You’ve seen these types of devices before, but when we first brought AI to a headset, it completely caught me by surprise.

For this demo, we’re going to use the Project Moohan headset that Samsung is launching later this year. Compared to glasses, headsets give you an infinite display for getting work done or immersing yourself in a movie, or maybe a TED Talk at some point. Let me bring up my colleague Max to show us even more. Hey, Max.

Max Spear: Hello.

(Applause)

SI: And the same thing is going to go here. You’ll see exactly what Max is seeing behind on the screen. Go for it, Max.

MS: Let’s do it. You’ll notice we start grounded in the real world. And I’m going to control the entire system with my eyes, hands and voice. But where things get really interesting is when we invite Gemini in as this conversational companion that can come with us anywhere.

G: Hello.

MS: Hey, Gemini, can you bring up my trip planner for me, please?

G: Of course. Opening up your trip planner.

MS: Cool, but I left these windows really disorganized. Can you help with that?

G: Of course I can help with that.

SI: No clicks, no keyboards. It’s just a conversation. And the AI is taking action. OK, some more audience participation. Someone shout out a name of a place you want to visit.

Audience: Melbourne.
Audience: Cape Town.

SI: Let’s go to Cape Town.

Max: OK, sounds fun. Can you please take me to Cape Town?

G: Certainly. Let me help with organizing the windows.

SI (Laughs)

MS: Awesome. And can you also take me to Cape Town?

(Laughter)

G: I can certainly do that. Let me take you to Cape Town.

MS: And we’re very organized as we go there, perfect.

SI: As you can see, the AI is taking Max’s requests, figuring out how best to answer it, opening up the Maps app. And from there, he can actually explore anywhere in the world in this 3D view.

MS: OK, this is pretty incredible. Viewing the world from this angle, I can even zoom in to city levels. But what’s really interesting is having an AI here who can see what I see. Can you tell me more about the significance of this place?

G: I can indeed provide information about Table Mountain. Table Mountain holds a profound significance, deeply rooted in both its natural splendor and its rich cultural history. It has long been a spiritual and cultural symbol for the Indigenous Khoekhoe and San people.

MS: OK, very good, Gemini. I’ll come back to this later. It also does look like a table, that’s handy.

SI: OK, Max, let’s bring this closer to home. How about exploring winter sports, seeing that we’re in Vancouver.

MS: OK, let’s get some inspiration for Shahram. Can you please show me 360 videos of this?

[Powder snowboarding]

G: Sure, here are some 360-degree powder snowboarding videos.

MS: OK, I’m kind of new to snowboarding, so hopefully this video will help me learn. Although this looks already way more intense than I think I’m ready for. What was the name of that trick?

G: That’s a backside 540 with a grab.

SI: The AI knows exactly what Max is looking at, even in rich video content, and can answer any question in real-time. Max, are you sure this is Whistler?

MS: You know, Shahram, I actually have no idea. I’ve never been here before, but let’s find out. What run do you think this is?

G: It’s probably one of the ungroomed runs in summit bowl or the top section of West Ridge on Mount Bachelor, as they are close to the summit and face north towards Three Sisters and Broken Top, the prominent mountains visible in the background.

MS: OK, Mount Bachelor, Oregon, got it.

SI: OK, let’s have a little bit of fun now. Let’s have AI narrate this video. Somebody in the audience, shout out a fun narration style like, nature documentary or something like that.

Audience: Morgan Freeman.

SI: We can’t do actors, but we’ll get to that at some point. Any other suggestions?

Audience: Movie trailer.
Audience: Horror movie.

SI: Horror movie. That’s going to be — it might be gory, but let’s go for it.

MS: Slightly dark, but let’s do it. Can you please describe what you’re seeing as if you’re an overly enthusiastic character in a horror movie?

G: Oh, darling, this is simply marvelous. A desolate mountain scape. How delightfully ominous. Prepare for a chilling dance with the unknown. Where every gust of wind whispers tales of icy terror and lurking shadows.

MS: OK, Gemini, that’s great. Return to more positive things another day.

SI: OK, Max, I know there’s one last demo, and you’ve been apparently practicing your farming skills?

MS: Yes, Shahram, I’ve been excited to get back to my rural roots and also embrace one of my favorite things, which is playing games. But it becomes a whole new, next-level experience when you have an AI by your side, both to help keep you company as you play, but also to help you learn how to play these kinds of games in the first place. So, for example, what do you think I should do next here?

G: It looks like this is early in the game in “Stardew Valley.” You need to earn money, so try planting some seeds. First, use your hoe to till the soil, and then plant your seeds. It looks like you have some parsnips. Since it isn’t raining, you’ll also need to water them with your watering can.

MS: Seems like a lot, and maybe robots will do this for us one day, but for now, I’m going to have to return back to my farm later. For one last thing, can you please give a playful two-sentence summary of all the ground we covered today?

G: We soared from organizing a digital realm to traversing snowy mountains, and even found time to farm some virtual parsnips. Quite the adventure today.

MS: Quite the adventure, indeed. Thanks, Gemini.

(Applause)

SI: Fantastic, thank you Max. We’re entering an exciting new phase of the computing revolution. Headsets and glasses are just the beginning. All this points to a single vision of the future, a world where helpful AI will converge with lightweight XR. XR devices will become increasingly more wearable, giving us instant access to information.

While AI is going to become more contextually aware, more conversational, more personalized, working with us on our terms and in our language. We’re no longer augmenting our reality, but rather augmenting our intelligence.

Thank you so much.


My Concluding Thoughts

In my experience, most of the personal stories I’ve encounter live in the analog world. Yes, the internet plays a role from time to time — social media & dating apps, etc. — but it’s more of a sideline.

AI, however, is a different sort of digital beast. One that is increasingly infiltrating every corner of our daily endeavors. And I’m wondering how that will change our perception. If this TED Talk is an indicator of future trends, the shift could be big.

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Carole Cadwalladr: This Is What a Digital Coup Looks Like @ TED 2025

Having spent my career in the computer industry, I’ve long been fascinated by digital technology. For most of those years, my experience was positive. Every invention, every new plateau of features and performance only increased my wonderment and appreciation. The internet’s potential was so mind-boggling.

And that positive viewpoint continued into the early days of social media, but began to sour as those platforms devolved into the hot mess they are today. (that topic is worthy of a very long article, but I’ll spare you for now)

When artificial intelligence came to my attention around 5 years ago it seemed interesting, but to be honest, I didn’t see how it would benefit me. After all, my passion is helping people tell impactful personal stories — stories based on an experience or an idea — so I didn’t see AI as a meaningful tool. But 2 years ago their potential became more apparent. The way in which they could assimilate information made search engines look like Ford Model Ts.

But my enthusiasm became a bit tarnished as I explored the technology further. Not only were all those LLMs (Large Language Models) being trained on massive amounts of intellectual property that was never paid for, they were also sucking up increasing amounts of personal data. And as many other software programs and apps wove AI into their code, that trend continued to accelerate.

Is the greatest technological invention becoming the greatest threat to humanity?

That’s what I started to wonder, as it seemed to me from recent reports that any sense of morality in the AI space was being pushed aside in an effort to “win” the race for dominance. The icing on the cake came when the Silicon Valley oligarchy bowed down to the oligarchy residing in Washington D.C. 

So I was keenly interested in hearing Carole Cadwalladr‘s take on this situation when she spoke at the 2025 TED Conference. Carole was an important figure in exposing the Facebook-Cambridge Analytica scandal, so she was no stranger to the potential for tech to subvert democracy and cause great harm to society.

The Russian and American presidents are now speaking the same words. They are telling the same lies. We are watching the collapse of the international order in real time, and this is just the start. Coups are like concrete. When they stop moving, they set. It is already later than we think.

Her talk was a chilling reminder of other times in history when the power-elite ignored the rights and needs of the many to satisfy their own maniacal need for wealth and power. When there is no check-and-balance — which is the case in the United States, as the current administration will make no effort to protect citizen’s rights — things always go from bad to worse.

Follow the data. It’s always the data. It’s the crack cocaine of Silicon Valley. You know, the first thing that Elon Musk did was to send his cyber troops into the US Treasury to get access to the data. That is not a coincidence, it’s a hack.

Time will tell how this story will play out, but my big concern is that the personal stories of millions (if not billions) will be adversely affected by some of the ways in which AI is being utilized. With honor and integrity in short supply, this is one topic worth paying close attention to. The next 2-3 years will be most critical.

I’ve worked with a lot of speakers who have important stories to tell on a range of subjects, from the science of climate change to their efforts intended to bring peace to the world or how to improve the education system. As you listen to her story, think about how your expertise could enlighten an audience and inspire them to think differently about an important topic.

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Transcript

I’ve been feeling a lot of panic and fear about this talk, and not just from the normal reasons of public speaking, although that’s there too. But it’s also because I want to say something meaningful, and I’ve been overwhelmed by the enormity of what is happening right now.

And there’s a particular set of circumstances which have also been feeding into my confusion and denial. And that is because the last time that I stood on this stage, it led to a three-year legal battle, culminated in London’s High Court, in which it felt like I was on trial for my life, because I was. My career, my reputation, my finances, even my home was on the line.

All because I came here to warn you that I didn’t think democracy was going to survive the technology that you’re building, however incredible it is. In fact, I was the person who almost didn’t survive. And pretty much everything that I was warning about is now coming true.

I can’t sugarcoat it. It’s a bit of a headfuck.

I have a lot of emotions about coming here, and TED also, I suspect, is feeling them too. But what actually I finally realized yesterday is that the denial and the confusion that I’ve been feeling is maybe what you’re feeling too.

I felt powerless for a really long time. So if that’s what you’re feeling, I get it. But we have to act now. My alarm system is ringing again.

There are things that we can do. In my case, I survived, and you will too. But it’s by learning how to fight back. This is my guide, and it has to start with naming it.

It’s a coup. I know you probably don’t want to hear that, and especially here, but we can’t fight it if we can’t see it, and we can’t see it if we don’t name it.
(Applause)

The Russian and American presidents are now speaking the same words. They are telling the same lies. We are watching the collapse of the international order in real time, and this is just the start. Coups are like concrete. When they stop moving, they set. It is already later than we think.

This image – some of you in this room might know these people. I call it “Tech Bros in Hostage Situations.” It’s a message to you. This is Putin’s playbook. He allows a business elite to make untold riches in exchange for absolute loyalty. Some people are calling this oligarchy, but it’s actually bigger than that. These are global platforms.

It’s broligarchy.

(Laughter and Applause)

There is an alignment of interests that runs from through Silicon Valley to what is now a coming autocracy. It’s a type of power that the world has never seen before.

Follow the data. It’s always the data. It’s the crack cocaine of Silicon Valley. You know, the first thing that Elon Musk did was to send his cyber troops into the US Treasury to get access to the data. That is not a coincidence, it’s a hack. That data is now feeding AIs that are choosing who to sack and who to replace – sorry, eliminate fraud and waste.

(Laughter)

When we broke the Cambridge Analytica story about the harvesting 87 million people’s Facebook data, people freaked out, rightly. This is chicken feed compared to that, but it is the blueprint. It’s always the data.

Protect your private life. Which is why it’s so important you start thinking about your private life. The broligarchy doesn’t want you to have one. This is the old headquarters of the East German secret police. They kept detailed files on almost one in three of their citizens. That is nothing compared to what Google has on every single one of us, and hundreds of other companies. The entire business model of Silicon Valley is surveillance. It harvests our data in order to sell us stuff. We are already living inside the architecture of totalitarianism.

(Applause)

It may not have been deliberate, but we now have to start acting as if we live in East Germany, and Instagram is the Stasi.

Politics is downstream from culture. So I actually learned this from somebody who I think of as one of the great philosophers of our age: Steve Bannon.

(Laughter)

He actually stole it from somebody else. But it’s not politicians who have the power. He knows that. It’s why he’s a podcast bro these days. But culture now is just what’s next on your phone. And that’s AI. Culture is AI now. And forget the killer robots. If you want to know what the first great AI apocalypse is, we’re already living it. It’s total information collapse.

And if you take one thing only away from this talk, it’s:

Politics is technology now. And that’s why everybody in this room, you can’t look away. It’s why your CEOs have been taken captive and are paraded on TV like hostages. But you, you have a choice.

Individuals are stronger than institutions. So Trump, he calls the press the enemies of the people, and he probably doesn’t even know that he’s quoting Stalin. So, what happened to me is a playbook, and it’s now coming for all sorts of other people.

It was actually a friend of this guy who came after me, Nigel Farage, it’s a Brexit funder. I’m not going to go super into the details. But 19, sorry, 19 press freedom organizations called the lawsuit against me a SLAPP. That means it’s a strategic litigation against public participation. A really long-winded way of saying it’s using law as a weapon to shut people up, not just journalists, but other public people too, and it works.

I just want to tell you about one aspect of the litigation which I found terrifying, and that was the data harvesting. There’s this quote, you may know it, Cardinal Richelieu: “If you give me six lines written by the hand of the most honest of men, I will find something in them which will hang him.” In my case, the first forensic searches of my phone and laptop yielded 40,000 pieces of data.

This is my messages, my emails, my voice memos, my personal life. And the whole thing about this, the attack which came for me was really personal, because the thing about this litigation isn’t is only one part of the playbook. It was also this sort of massive online campaign of abuse which is just day after day after day after day after day because my most unforgivable crime was reporting while female. It was a digital witch burning.

And I believe that this man came after me personally, not because the Guardian and not Ted, it was because I looked like the weakest link. But he was wrong.

(Applause)

30,000 people rose up to support me. They contributed almost a million pounds to a legal defense fund because they saw a bully trying to crush me, and they would not let it stand. And it always makes me emotional when I think about that. I just heard somebody was saying the camera person, I don’t know where they are, contributed.

This whole talk is actually my gratitude towards everybody who did that. But it’s also why I know about what we have to do next. You know, Trump is suing news organizations and every day they’re settling. These are big corporates with corporate interests. Not everybody can stand up to power, but there are people who are doing it, and we can support them. We have to have each other’s backs right now because we are the cavalry now.

There are facts & we can know them. You know, this is really important to me, but I spoke to a UK libel lawyer before this talk. I want to say that there is an awful lot of facts set down in a High Court judgment. And we’re actually taking the case now to the European Court of Human Rights. We’re testing the UK on its laws around freedom of expression.

So look after facts, you’ll miss them when they’ve gone. This is Wayback Machine, give them money. They’re trying to preserve the internet as it’s being deleted day by day.

(Applause)

History is our best chance of getting out of this. You know, you probably know this phrase, “Do not obey in advance.” That’s Tim Snyder, who’s a historian of authoritarianism. We now are in techno-authoritarianism. We have to learn how to digitally disobey. That can be as simple as the drop-down box: Don’t accept the cookies, don’t give your real name, download Signal, the encrypted messaging app. Don’t bomb Yemen. Don’t add the editor of The Atlantic to your group chats.

(Laughter)

Don’t experiment on children. Ah, don’t experiment on children. You know, social mores change. We don’t send children down coal mines anymore. And in years to come, allowing your child to be data harvested from birth will be considered child abuse. You didn’t know, but now you do. Privacy is power.

And we have more of it than we think. I had this little epiphany yesterday in which I realized actually the moments when I felt most powerless were the moments that I felt I was actually most powerful. It was because my journalism had impact.

We have more power than we think. They want us to feel powerless, that’s the plan. There is so much though that we can learn from people who’ve been through this before. Alexei Navalny, the leader of the Russian opposition, he always talked about a beautiful Russia of the future. He painted a vision. There is a beautiful internet of the future, free from corporate capture and data tracking. We can build it. It is going to take a movement, but we can learn from movements that there have been before us.

This is my colleagues and I on strike in December because my news organization, The Guardian, decided to sell our corner of it, The Observer, the Sunday title. And it was a battle we really didn’t need at this time, and we didn’t actually win. But, you know, you can’t win every battle, but you definitely won’t win if you don’t fight.

So I’m gonna, I want to leave you with this. This is ChatGPT writing a TED Talk in the style of Carole Cadwalladr. And it is creepily plausible. But what it doesn’t know, because AI is actually as dumb as a rock, is that I am going to turn to Sam Altman, who is coming here, a Ted speaker, and say that this does not belong to you. ChatGPT has been trained on my IP, my labor, my personal data.

(Applause)

And I did not consent. You know, The Guardian has effectively got rid of more than 100 journalists. We actually leave the building next week. And shortly afterwards, it signed a syndication deal with OpenAI. Or as I think of it, it married its rapist. But I do not consent. And while we still have copyright laws in my country – government, UK government is trying to tear them up at the moment in order to suck up to Silicon Valley and Trump – but while we have them, use them. Because what is happening to my industry is happening to yours too. And it’s more than theft, it’s a violation. Data rights are human rights.

(Applause)

In 2019, I came here and I called out the gods of Silicon Valley. I was wrong. Sam Altman, Mark Zuckerberg, Elon Musk, you are not gods. You are men, and you are careless.

(Standing Ovation)

You think that by allying yourself with an autocrat, you will be protected. That’s not how history works. It’s not even how oligarchy works. This is Mikhail Khodorkovsky. He was an oligarch until he was sent to Siberia to prison for 10 years after Putin tired of him. You are sucking up to a tyrant who is trying to destroy the laws who made your businesses possible. You are collaborators. You are complicit in a regime of fear and cruelty.

But the rest of us, we all here, we have a choice. I chose to come back to Ted because I’m reclaiming my story, my words.

(Applause)

We are not powerless. The 30,000 people who supported me proved that. We are not powerless because we know who we are, and we know what we stand for. And my question to Silicon Valley is: Do you?

Thank you.

(Standing Ovation)

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