language data scientist moebio.com

California | NY | Spain
Take a look into the mind of the machine! visit my new project here: moebio.com/mind/ I repeated the same completion prompt "Intelligence is " hundreds of times and used this to peer into the statistical and semantic behavior of chatgpt
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little linguistic curiosity
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Using JEV I simulated the Attention mechanism. On a text, for each pair of words I approximate the attention score. Texts are bidimensional entities! moebio.com/attention/
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dm me for honoris causa
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Intelligence is more than problem solving, and we need to better celebrate the rest of it.
Things are heating up on Terry Tao’s blog. In “If Math Is More Than Proof, We Need to Better Celebrate the Rest of It,” Grant Sanderson of @3blue1brown proposes “open exposition problems” -- rewarding the work of making math genuinely understandable. terrytao.wordpress.com/2026/…
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intelligence to solve problems is not as interesting as intelligence to create new problems.
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OpenAI took advantage of knowledge absorbed by one of its models, rushed to publish the results first, the headline is that OpenAI's model solved the problem. Are there really people feeding critical data (personal, corporate...) into LLM APIs and not feeling a bit worried?
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"The secret does not consist in hiding the trick, but in making the spectator stop wanting to search for it, so that they can experience the emotion of the impossible." Juan Tamariz
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Penrose, Hofstadter and so may other western thinkers define consciousness as whatever resembles their scientific and -in their views- culturally elevated minds. Charming except not. It's an ideology for arguing that you and your like are superior to others.
Penrose's argument, in a nutshell, is that since humans can understand Goedel's theorem, consciousness is uncomputable and physics incomplete. I've always found it quite charming, the idea that understanding Goedel's theorem is an indicator for consciousness, seeing how few people actually understand Goedel's theorem. In any case, the argument from Goedel's theorem is why, I believe, Penrose thinks that the measurement process in quantum mechanics is relevant for human consciousness. Because it's the only place in the foundations where you can fumble in some new physics that is plausibly relevant in the human brain. Hence the story with the microtubules. And if you believe that, then AI can't be conscious because it's algorithmic. Though presumably a quantum computer could be conscious, if it emuluates the quantum process that is supposedly relevant for consciousness. (Penrose's model for wavefunction collapse by gravity is totally computable and actually does not fit that narrative.) Also, I believe Penrose's argument from Goedel's theorem to be technically wrong. It is possible to algorithmically understand (and even prove) Goedel's theorem without violating Goedel's theorem because the theorem itself is a meta-statement about the Goedel sentence(s) and not the sentence itself. In some sense, Penrose's argument is wrong for the same reason Goedel's theorem exists in the first place, that you can make meta-statements about statements. In fact there have been computer-generated symbolic proofs of Goedel's theorem long before the AI boom. It's not that I have an obsession with Penrose in particular, it just so happens that my interests have a big overlap with his. I have an interview with Penrose in my 2022 book "Existential Physics" on these and related problems. nitter.net/realBigBrainAI/status/…
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Perfect spot in Castilla La Mancha to experience 1min 10s of absurdity.
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Eclipsed Sun spots
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Longer focal distance, eye close to the mini-eclipse. Next year I'll come with more improvements.
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Very different paths to the final.
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Does Argentina love to suffer?
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Santiago Ortiz retweeted
"Physics is mathematical not because we know so much about the physical world, but because we know so little; it is only its mathematical properties that we can discover." ―Bertrand Russell, An Outline of Philosophy
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I vividly remember this moment. WC 82, France vs. Kuwait. Prince Fahad, escorted by military, asks for a invalidating a goal, the referee conceded. Adults explained me that with money and power you can bend the rules. The lesson I learned at 7, other kids are learning it today.
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Fractals, at least the name, have my age. I do remember hearing of them (was I 10?) as a recent discovery, a novelty in math, a new way to think about nature.
Celebrate! 51 years ago, Benoit Mandelbrot coined the word "fractal." He introduced the term in his book "Les Objets Fractals: Forme, Hasard et Dimension" (1975) to describe self-similar geometric structures. In honor of his work, I computed this Mandelbrot Set fractal for you.
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I've lived in 6 countries, all classified to the World Cup, all will play the next round 🇨🇴🇪🇸🇨🇻🇵🇹🇦🇷🇺🇸
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Santiago Ortiz retweeted
Should you walk in the sun or in the shade? As temperatures rise, so does the cost of getting rid of excess heat. And that cost rises sharply once you hit 35C. Above that, the air is as warm as your skin and convection and radiation don't help you cool off. So the optimal path is no longer a straight line, but a trade off between distance and the cost required to deal with the heat you are absorbing. The result is a version of Fermat's principle or Snell's law. A well known principle in physics but applied to cost optimization in humans while incorporating biological constraints. n_sun sin(θ_sun) = n_shade sin(θ_shade) where n is the cost per metre and θ the angle to the shade boundary. In the language of economics, you bend your path until a step sideways costs the same whether you buy it in sun or in shade. A no-arbitrage condition. Enjoy the shade!
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Even Rusia will be forced to invest in green energy.
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