Abel TM @Abel_TorresM
Research Scientist in AI. Theory and implementation of open ended reasoning algorithms for long term planning, robotics, math, protein design and science Paris, France Joined June 2018-
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Nooooooo. This is the single most pernicious belief for AI. The architectural and computational requirements of optimization are a subset of the ones of problem solving. Every non trivial task decomposes in an -open ended- sequence of subtasks which can't be optimized online
Humanity evolving faster technologically than socially is a disaster
@perrymetzger In fact, current systems have little to do with intelligence, consequently, can't be representing the "math of cognition". The "cognition" we are feeding into those systems was built by hypothesizing, testing, counterfactuals and many other reasoning skills these systems lack
The long range prediction of AI is as meaningless as organism prediction from DNA. The evolution of complex dynamic systems (society and its technologies) will not be done by armchair philosophizing
He is right. For some reason there is a state of suspended critical thinking on the capabilities and future of AI
He is right. For some reason there is a state of suspended critical thinking on the capabilities and future of AI
Why on earth big companies fall for these subjects?
Why on earth big companies fall for these subjects?
The next AI winter is already here if we consider the discrepancy between the promises of superintelligence solving all scientific, technological and social problems and the reality of some large scale data crunching extrapolator
Forecasts about the future of AI have invaded the public debate, just they have such overdose of fictional hubris and unscientific arguments that have a detrimental influence in the field
The promise of the next, bigger model... Every morning, next to the weather we should put a ranking of large models Win win for the public, I think
The promise of the next, bigger model... Every morning, next to the weather we should put a ranking of large models Win win for the public, I think
Debates about the future of AI and its impact are dominantly ideological, not technological. It is different for Europe, US, India, China... a real multiverse of possible worlds that can be created bc the future isn't dictated by technology (btw the US one tends to be dystopian)
The unscientific attention seeking crowd tries to assign technological nature to human problems. You would be banning books and restricting knowledge to the selected ones. That mindset is part of the problem and not of the solutions
The unscientific attention seeking crowd tries to assign technological nature to human problems. You would be banning books and restricting knowledge to the selected ones. That mindset is part of the problem and not of the solutions
At the eyes of any sufficiently advanced civilization humans are still a very ignorant, superstitious and violent specie
Still, there are some of us who aspire building an AGI that isn't an all-knowing machine akin to a “god” and don't fall into those -isms (Transhumanism, Extropianism, Singularitarianism, Cosmism, Rationalism or Effective Altruism)
Still, there are some of us who aspire building an AGI that isn't an all-knowing machine akin to a “god” and don't fall into those -isms (Transhumanism, Extropianism, Singularitarianism, Cosmism, Rationalism or Effective Altruism)
Exactly my view of Panpsychism: "We needed probes of the universe that do not issue forth from your senses being invoked on the couch" "I'm intrigued that people have the urge to explain something they don't understand, by something else they don't understand"
Exactly my view of Panpsychism: "We needed probes of the universe that do not issue forth from your senses being invoked on the couch" "I'm intrigued that people have the urge to explain something they don't understand, by something else they don't understand"
Do you teach physics (sizes of elemental particles, mass of the Sun, etc) in inches and pounds? 😂. (Imagine the cost of another standard just for one country... 🤦)
Do you teach physics (sizes of elemental particles, mass of the Sun, etc) in inches and pounds? 😂. (Imagine the cost of another standard just for one country... 🤦)
If people insist in this BS is bc there an audience that believes it, despite plenty of evidence that this is not the way the system works today: there is no cap or fairness rule for profits
If people insist in this BS is bc there an audience that believes it, despite plenty of evidence that this is not the way the system works today: there is no cap or fairness rule for profits
Hinton's second most important contribution to science is being a living example that one can be performant in some tasks and utterly clueless in others
Hinton's second most important contribution to science is being a living example that one can be performant in some tasks and utterly clueless in others
I'd call "fine-tuned for life" the universe of Star Wars (refueling and trying the local drink in every system) I our universe of the Fermi paradox, living in a rock that froze ten times and smoked so many others, I'd say fine-tuning 1.0 is doing OK only at micro scale
I'd call "fine-tuned for life" the universe of Star Wars (refueling and trying the local drink in every system) I our universe of the Fermi paradox, living in a rock that froze ten times and smoked so many others, I'd say fine-tuning 1.0 is doing OK only at micro scale
@LimitingThe Are these errors that would make a person with 100 IQ? @AnthropicAI, give me access to Opus so you can know how the model performs outside the widely available tasks (o.o.d.)
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17K Followers 300 Following 💖 ➞ λ Compiler design PhD working on YJIT, a JIT compiler inside CRuby. Cynical optimist. Opinions are my own. 🌈 🇨🇦@dchudz @jeremyphoward We definitely are pattern matchers. Good thing we can self-correct with no additional prompting. The thing is that we're more than compression machines. We're a lot of things and the difference lies in complexities and nuance.
@mealreplacer AI struggles with generalization; you can see how it generally performs poorly on symbolic planning tasks. "Think step-by-step" is a hack that should not be necessary, and doesn't help in harder cases. Reasoning to me is out of distribution planning and recovery.
drug advertisements on the radio in the us are wiiillldddd it’s so bizarre to us euros
@anilkseth @GaryMarcus Another suggestion: stop using 'hallucination' for normal conscious perception. "hallucination" suggests that the inferred percept does not reflect the real world. Standard definition of 'hallucination' is perceiving something that is not present.
People need to get this into their heads. Current #AI built on large language models (#LLMs) and diffusion models (#StableDiffusion) are truly amazing but they will never be general AI. They cannot evaluate the truth of what they are saying themselves.
If all we had was ChatGPT, we could say, hmm “maybe hallucinations are just a bug”, and fantasize that they weren’t hard to fix. If all we had was Gemini, we could say, hmm “maybe hallucinations are just a bug”. If all we had was Mistral, we could say, hmm “maybe hallucinations…
We are not there yet... Note the interesting failure pattern: the answer is wrong (should be 23), but the divisors of both operands, provided as justification, are correct, and a correct but irrelevant comment (23 is prime) is added for good measure.
A lot of LLM benchmarks don't properly test out of distribution behavior. As uses of LLMs for science increase, we need benchmarks that actually check generalization beyond training data. My experience so far that LLMs are pretty weak outside training distribution, but can have…
@marek_rosa An Anti-Virus vendor without a product?
I recently read that using artificial intelligence creates fewer carbon emissions than human labour. Really? The human brain doesn't have much going for it, but we know that it is much more energy efficient than computers. I had a look. youtube.com/watch?v=5ayaXO…
@Abel_TorresM Proliferation of more and more advanced, more universal (multimodal, byte-level, cross-modal transferable, etc) open-source foundation models. "Cambrian explosion" of tasks, application areas, industries benefiting from foundation model. Significant impact of AI on science &…
@Abel_TorresM @LimitingThe @AnthropicAI 4 is really impressive.. i use it throughout the day and am regularly amazed by the fact that i got to live to see this.. both for work (i'm a coder of many years) and also general exploration in science, history, etc
@DanielWolf18 @Abel_TorresM Only if you really delve into the script.
@Abel_TorresM @LimitingThe @AnthropicAI Yep.. 3+5+173+179=360 and checked 173 and 179 for primality oeis.org/A000040
@Abel_TorresM @LimitingThe @AnthropicAI Ah, sorry about that first one. Thought I remembered it and didn't transcribe it fully. And didn't read the chess fully, I see the knight refs! Tried -i again with 3.5, which didn't get it, 4 did, tho used a calculator (which is fine ;) Chess looks better with 4 too
@AndrewCurran_ And yet counting remains a challenge if it forgets to use code interpreter. Checked the tokenizer and it's not tokenization I wonder how much other maths skills are dependent on finding a reliable prompt
So guess who the voice of optimism for @demishassabis and @GoogleDeepMind is, at the end of this piece, today @theinformation?
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