Some things @GaryMarcus might say

No, this article was not written by ChatGPT | Continue reading


@garymarcus.substack.com | 1 year ago

Happy Groundhog Day, The AI Edition

Decades of stumbling over and over in the same places. When will we ever learn? | Continue reading


@garymarcus.substack.com | 1 year ago

Gaslighting and reality in AI

Some things that have and haven’t changed over the last few years | Continue reading


@garymarcus.substack.com | 1 year ago

The CNET Fake News Fiasco, Autopilot, and the Uncanny Cognitive Valley

Some things we all need to watch out for. | Continue reading


@garymarcus.substack.com | 1 year ago

AGI will not happen in your lifetime. Or will it?

Grady Booch and I discuss | Continue reading


@garymarcus.substack.com | 1 year ago

24 Seriously Embarrassing Hours for AI

All the recent goodwill and enthusiasm could evaporate fast | Continue reading


@garymarcus.substack.com | 1 year ago

Scientists, please don’t let your chatbots grow up to be co-authors

Five reasons why including ChatGPT in your list of authors is a bad idea | Continue reading


@garymarcus.substack.com | 1 year ago

Is Microsoft about to get the deal of the century? Or is Sam Altman unloading OpenAI at just the right time?

I don’t usually write about business deals, much less about rumors about business deals, but this one has me scratching my head, and and is actually super relevant to how people on the inside - both at Microsoft and OpenAI are viewing the future of AI. | Continue reading


@garymarcus.substack.com | 1 year ago

Large Language Models like ChatGPT say The Darnedest Things

The Errors They MakeWhy We Need to Document Them, and What We Have Decided to Do About it | Continue reading


@garymarcus.substack.com | 1 year ago

An epic AI Debate—and why everyone should be at least a little bit worried about AI going into 2023

A time capsule of AI thought leaders in 2022 gives us a lot to think about, going forward | Continue reading


@garymarcus.substack.com | 2 years ago

Is ChatGPT Really a “Code Red” for Google Search?

Maybe not | Continue reading


@garymarcus.substack.com | 2 years ago

What to Expect When You’re Expecting … GPT-4

What comes after ChatGPT? 7 predictions for 2023 | Continue reading


@garymarcus.substack.com | 2 years ago

AI's Jurassic Park moment

New systems like chatGPT are enormously entertaining, and even mind-boggling, but also unreliable, and potentially dangerous. | Continue reading


@garymarcus.substack.com | 2 years ago

How come GPT can seem so brilliant one minute and so breathtakingly dumb the next?

It's not just monkeys and typewriters. It's more interesting than that. | Continue reading


@garymarcus.substack.com | 2 years ago

What does Meta AI’s Diplomacy-winning Cicero Mean for AI?

Hint: It’s not all about scaling | Continue reading


@garymarcus.substack.com | 2 years ago

Sentience and AI: A Dialog between Gary Marcus and Blake Lemoine

How could we tell? | Continue reading


@garymarcus.substack.com | 2 years ago

How come smart assistants have virtually no ability to converse, despite all the spectacular progress with large language models?

5 reasons why Large Language Models like GPT-3 couldn’t save Alexa | Continue reading


@garymarcus.substack.com | 2 years ago

A Few Words About Bullshit

How MetaAI’s Galactica just jumped the shark | Continue reading


@garymarcus.substack.com | 2 years ago

Bravo @ElonMusk for wanting Twitter to become the world’s “most accurate source of information”

Here are 5 things you might want to consider | Continue reading


@garymarcus.substack.com | 2 years ago

What “game over” for the latest paradigm in AI might look like

In May, in a tweet that gave rise to this very Substack, DeepMind executive Nando de Freitas declared AGI victory, possibly prematurely, shouting “It’s all about scale now! The Game is Over!”: de Freitas was arguing that AI doesn’t need a paradigm shift; it just needs more data, … | Continue reading


@garymarcus.substack.com | 2 years ago

Myths about Learning and Innateness

If you believe in innateness, you don’t believe in learning If you believe in learning, you should oppose innateness The more things are learned, the less we need innateness If you believe in innateness, you have to believe in innate, domain-specific knowledge | Continue reading


@garymarcus.substack.com | 2 years ago

Three baffling claims about AI and machine learning

The trouble with too much benefit of the doubt | Continue reading


@garymarcus.substack.com | 2 years ago

DeepFakes versus Deep Understanding

MetaAI’s new text-to-movie software Make a Video is straight-up amazing. It’s also, as ever, stuck in the liminal space between superintelligence and super-lost | Continue reading


@garymarcus.substack.com | 2 years ago

What was missing from Tesla’s new Optimus demo

What was missing from Tesla’s new Optimus demo was perhaps even more important than what was there | Continue reading


@garymarcus.substack.com | 2 years ago

Tesla’s Optimus robot demo may turn out be a dud

The Musk Bros, who ever they are, have high hopes for Friday’s update on Tesla’s Optimus robot: My own followers are (perhaps not surprisingly) a bit less sanguine: With tongue slightly in cheek, but genuine skepticism, here my Top 5 reasons why my own expectations are quite low: | Continue reading


@garymarcus.substack.com | 2 years ago

How New Are Yann LeCun's “New” Ideas?

spoiler alert: not very | Continue reading


@garymarcus.substack.com | 2 years ago

The New Sport of Misrepresenting AI Criticism

AI has undeniably made progress; systems like DALL-E and Stable Diffusion are impressive, surprising, and fun to play with. We can all agree on that. But can the current state of AI be criticized? A lot of recent media accounts have tried to stick AI critics in a little box. Scie … | Continue reading


@garymarcus.substack.com | 2 years ago

Form, function, and the giant gulf between drawing a picture and understanding

Tools like Stable Diffusion and Dall-E are inarguably brilliant at drawing images. But how well do they understand the world? | Continue reading


@garymarcus.substack.com | 2 years ago

Did GoogleAI Just Snooker One of Silicon Valley’s Sharpest Minds?

Clever Hans and how corporate AI plays the media, in 2022 | Continue reading


@garymarcus.substack.com | 2 years ago

What’s wrong with Google’s new robot project

From a showmanship standpoint, Google’s new robot project PaLM-SayCan is incredibly cool. Humans talk, and a humanoid robot listens, and acts. In the best case, the robot can read between the lines, moving beyond the kind of boring direct speech (“bring me pretzels from the kitch … | Continue reading


@garymarcus.substack.com | 2 years ago

Learning Language is Harder Than You Think

Sure, kids imitate their parents, but that’s just a small part of the story | Continue reading


@garymarcus.substack.com | 2 years ago

Three ideas from linguistics that everyone in AI should know

and why (a) large language models are so prone to fabricating misinformation and (b) DALL-E is no super-genius | Continue reading


@garymarcus.substack.com | 2 years ago

Horse Rides Astronaut (On Imagen/DALL-E)

What nearly everyone got wrong about DALL-E & Google’s Imagen, and why when it comes to AI hype, you still can't believe what you read | Continue reading


@garymarcus.substack.com | 2 years ago

Poetry for Our AGI Times

An Enthusiastic Adversarial Collaboration with @Sl8rv | Continue reading


@garymarcus.substack.com | 2 years ago

Will Tesla ever “Solve” Full Self Driving?

And will it survive if it doesn’t? | Continue reading


@garymarcus.substack.com | 2 years ago

No, LaMDA is not sentient. Not even slightly

No, LaMDA is not sentient. Not even slightly. | Continue reading


@garymarcus.substack.com | 2 years ago

Does AI really need a paradigm shift?

Probably so. A response to Scott Alexander’s essay, “Somewhat Contra Marcus On AI Scaling” | Continue reading


@garymarcus.substack.com | 2 years ago

What does it mean when an AI fails? A Reply to SlateStarCodex riff on GaryMarcus

Tracking the evolution of large language models | Continue reading


@garymarcus.substack.com | 2 years ago

Noam Chomsky and GPT-3

Are large language models a good model of *human* language? | Continue reading


@garymarcus.substack.com | 2 years ago

Dear Elon Musk, here are five things you might want to consider about AGI

Should we really expect artificial general intelligence in 2029? | Continue reading


@garymarcus.substack.com | 2 years ago