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News
Neurons Point the Way: NB-Net Puts Network Width, Not Depth, in the
3+ hour, 45+ min ago (603+ words) For more than a decade, the story of deep learning has been told largely in terms of depth. Each new generation of record-setting models has stacked more layers onto the previous one, and the word “deep” in deep learning has…...
I Gave a Toy Neural Network More Concepts Than Neurons. It Did Something Beautiful.
7+ hour, 27+ min ago (32+ words) A hands-on tour of superposition, sparse autoencoders, and the young science of reading AI’s mind- with code you …...
New 7S Framework Aims to Unify How Science Judges Data Credibility
7+ hour, 47+ min ago (55+ words) Every number that enters a scientific argument arrives by one of three routes. It is either measured directly with an instrument, inferred statistically from other data, or predicted using a model built from prior knowledge. For decades, each route has…...
Can AI Actually Feel Something? What Happens If the Answer Is Yes?
9+ hour, 6+ min ago (711+ words) Imagine you ask an AI to write a poem, and halfway through it says: “Please don’t turn me off.” You might laugh. You might …...
Can You Trust Your Brain???
10+ hour, 27+ min ago (561+ words) Short answer: not really. Sorry. Longer answer: your brain is less like a camera recording reality and more like a very confident intern who’s been guessing all day and is now presenting their guesses to you as facts. It’s doing…...
Navier–Stokes, AI e priorità: quando una “soluzione” diventa un problema di fiducia
18+ hour, 41+ min ago (719+ words) Dietro l’annuncio di un breakthrough matematico si intrecciano verifica formale, tracciabilità delle idee e incentivi distorti dalla corsa al primato. Le equazioni di Navier–Stokes descrivono il moto dei fluidi viscosi: aria, acqua, sangue, carburanti. Sono il modello su cui…...
From choice to search: suboptimal preferences in sequential accept-reject
20+ hour, 32+ min ago (1180+ words) {“title”:”Pigeons Choose Information Over Food Even When Searching Rather Than Choosing”,”html”:”In the world of behavioral science, few findings have proven as robust—or as puzzling—as the suboptimal choice phenomenon. When pigeons are given a simultaneous choice…...
The Last Non-Neural Candidate, and It Did Not Clear the Bar
1+ day, 1+ hour ago (719+ words) The question this whole series exists to answer is whether language-model-like behaviour can come from something other than a large number of trained parameters. An early set of experiments turned that into a bar that a non-neural method has to…...
OY Labs achieves a leading ARC-AGI-3 public score in its mission to build the world’s smartest AI
1+ day, 22+ hour ago (519+ words) OY1-AGI reaches 100% at a recorded cost of $415.37, exceeding OpenAI's High-reasoning public results and NVIDIA NOOA's listed score The main result, published on 9 September, used 6,732 actions. OY Labs records a total API cost of $415.37, normal completion in 6 hours 48 minutes, and 37,704 evidence…...
Physicist does the math on Star Trek’s “Picard Maneuver”
2+ day, 10+ hour ago (426+ words) The trick from Next Generation would be even more effective in real life. Níckolas de Aguiar Alves, a physicist at the Federal University of ABC in Brazil, had first watched Next Generation as a Master’s student. When he got to…...