What we call AI today is nothing more than a statistical machine: a digital parrot regurgitating patterns mined from oceans of human data
Prove to me that this isn’t exactly how the human mind – i.e., “real intelligence” – works.
The challenge with asserting how “real” the intelligence-mimicking behavior of LLMs is, is not to convince us that it “just” is the result of cold deterministic statistical algoritms running on silicon. This we know, because we created them that way.
The real challenge is to convince ourselves that the wetware electrochemical neural unit embedded in our skulls, which evolved through a fairly straightforward process of natural selection to improve our odds at surviving, isn’t relying on statistical models whose inner principles of working are, essentially, the same.
All these claims that human creativity is so outstanding that it “obviously” will never be recreated by deterministic statistical models that “only” interpolates into new contexts knowledge picked up from observation of human knowledge: I just don’t see it.
What human invention, art, idé, was so truly, undeniably, completely new that it cannot have sprung out of something coming before it? Even the bloody theory of general relativity–held as one of the pinnacles of human intelligence–has clear connections to what came before. If you read Einstein’s works he is actually very good at explaining how he worked it out in increments from models and ideas - “what happens with a meter stick in space”, etc.: i.e., he was very good at using the tools we have to systematically bring our understanding from one domain into another.
To me, the argument in the linked article reads a bit as “LLM AI cannot be ‘intelligence’ because when I introspect I don’t feel like a statistical machine”. This seems about as sophisticated as the “I ain’t no monkey!” counter- argument against evolution.
All this is NOT to say that we know that LLM AI = human intelligence. It is a genuinely fascinating scientific question. I just don’t think we have anything to gain from the “I ain’t no statistical machine” line of argument.
No shade on people trying to make sustainable choices, but if the solution to the climate crisis is us trusting everyone to “get with the program” and pick the right choice; while unsustainable alternatives sit right there beside them at lower prices, then we are truly doomed.
What the companies behind these foods and products don’t want to talk about is that to get anywhere we have to target them. It shouldn’t be a controversial standpoint that: (i) all products need to cover their true full environmental and sustainability costs, with the money going back into investments into the environment counteracting the negative impacts; (ii) we need to regulate, regulate, and regulate how companies are allowed to interact with the environment and society, and these limits must apply world-wide. There needs to be careful follow-up on that these rules are followed: with consequences for individuals that take the decisions to break them AND “death sentences” (i.e. complete disbandment) for whole companies that repeatedly oversteps.