martin palazzo @boardsofdata
science & startup worker. high dimensional space Joined November 2011-
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Que capo
The most complex biological system that we meaningfully understand is a single virion. Everything more complex than that (including bacteria, single human cells, animals, and of course, humans) is totally beyond our comprehension.
Llego el dia de decidir entre: - Bosch - Makita - DeWalt - Black & Decker
Saying that deep learning is "just a bunch of matrix multiplications" is about as informative as saying that computers are "just a bunch of transistors" or that a library is "just a lot of paper and ink." It's true, but the encoding substrate is the least important part here.…
Unlike an RNN, one attention block alone cannot model anything interesting. And it’s the stacking of it that does wonders. Understanding this compositionality should be at least as important as understanding the attn module itself.
As predicted, LLMs improves at a logarithmic rate (aka slowly). There is sadly no recursive self-improvement method that lead to AGI using these models.
Mas razón aún para invertir en el modelado biomolecular de una célula: un problema abierto y complejo que de simplificarse aceleraría el desarrollo biotech (terapias, diagnóstico, etc)
Mas razón aún para invertir en el modelado biomolecular de una célula: un problema abierto y complejo que de simplificarse aceleraría el desarrollo biotech (terapias, diagnóstico, etc)
buenas noticias para la comunidad bio-AI : empiezan a emerger los "image-nets" datasets de la biologia molecular / multi-omics que permiten hacer benchmark y medir progreso estandarizado entre distintas tecnologias openproblems.bio
The lesson from the VAE is not "a VAE is just an AE with a dumb penalty" the lesson is "dumb penalties have extremely profound effects and induce incredibly sophisticated structures in deep models".
1/ Can AI build a living, breathing virtual cell? Scientists are racing to create AI models that can predict how cells behave, aiming to transform biology from a lab-intensive to a computationally driven field.
In French it's not called ChatGPT it's called Parler avec Transformeur Generatif Precedemment Qualifie
There are cathedrals everywhere for those with the eyes to see
Beyond the perhaps superficial semantic distinction between "reasoning" and "pattern matching", there is a fundamental gap in the practical capabilities and behavior of these systems. You don't create an invention machine by iterating on an automation machine.
Beyond the perhaps superficial semantic distinction between "reasoning" and "pattern matching", there is a fundamental gap in the practical capabilities and behavior of these systems. You don't create an invention machine by iterating on an automation machine.
Niels Bohr lecturing on Quantum Mechanics in Iowa, 1950. Bohr is seen explaining the Double slit experiment. Young's double slit experiment is a demonstration that light can behave like a wave and produce interference patterns. The experiment involves shining a coherent light…

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