Sergey Brin says AGI is within reach if Googlers work 60-hour weeks
a year ago by misk to c/technology
I feel like I have found a lone voice of sanity in a jungle of brainless fanpeople sucking up the snake oil and pretending LLMs are AI. A simple control loop is closer to AI than a stochastic parrot, as you correctly put it.
There are at least three of us.
I am worried what happens when the bubble finally pops because shit always rolls downhill and most of us are at the bottom of the hill.
pretending LLMs are AI
LLMs are AI. There’s a common misconception about what ‘AI’ actually means. Many people equate AI with the advanced, human-like intelligence depicted in sci-fi - like HAL 9000, JARVIS, Ava, Mother, Samantha, Skynet, and GERTY. These systems represent a type of AI called AGI (Artificial General Intelligence), designed to perform a wide range of tasks and demonstrate a form of general intelligence similar to humans.
However, AI itself doesn't imply general intelligence. Even something as simple as a chess-playing robot qualifies as AI. Although it’s a narrow AI, excelling in just one task, it still fits within the AI category. So, AI is a very broad term that covers everything from highly specialized systems to the type of advanced, adaptable intelligence that we often imagine. Think of it like the term ‘plants,’ which includes everything from grass to towering redwoods - each different, but all fitting within the same category.
That undersells them slightly.
LLMs are powerful tools for generating text that looks like something. Need something rephrased in a different style? They're good at that. Need something summarized? They can do that, too. Need a question answered? No can do.
LLMs can't generate answers to questions. They can only generate text that looks like answers to questions. Often enough that answer is even correct, though usually suboptimal. But they'll also happily generate complete bullshit answers and to them there's no difference to a real answer.
They're text transformers marketed as general problem solvers because a) the market for text transformers isn't that big and b) general problem solvers is what AI researchers are always trying to create. They have their use cases but certainly not ones worth the kind of spending they get.
LLM's can now generate answers. Watch this:
My favourite way to liken LLMs to something else is to autocorrect, it just guesses, and it gets stuff wrong, and it is constantly being retrained to recognise your preferences, such as it starting to not correct fuck to duck for instance.
And it's funny and sad how some people think these LLMs are their friends, like no, it's a collosally sized autocorrect system that you cannot comprehend, it has no consciousness, it lacks any thought, it just predicts from a prompt using numerical weights and a neural network.
Why is AGI not in reach? What insight do you have on the matter than you can so confidently make an absolute statement like that?
Experts in the field.
I also work in the industry. In particular I work in data analytics consulting. It’s all hype to sell consulting hours and compute.
I promise this is relevant and worth the watch.
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AGI is not in reach. We need to stop this incessant parroting from tech companies. LLMs are stochastic parrots. They guess the next word. There's no thought or reasoning. They don't understand inputs. They mimic human speech. They're not presenting anything meaningful.
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