This is a machine learning paper about Large Reasoning Models dropping the ball by way of overthinking. Does this apply to humans too? “ Our analysis reveals that simple efforts to mitigate overthinking in agentic environments — such as selecting […]
A win for machine learning algorithms. The article does quote a critic who says this is not yet good enough to be a legit test. “The proteins were able to predict all-cause dementia as well as particular types, including Alzheimer’s […]
Oliver Cameron has been working on this since 2016 when he and a team began working on an open-source self-driving car. Since then, every part of the stack has moved from rules-based to using machine-learning, and the outcomes in performance […]
“This removes the barrier of entry to machine learning. Control 100,000+ HF models by talking to Transformers and Diffusers. Fully multimodal agent: text, images, video, audio, docs…” ~ learn more
Imagine you had a bunch of on/off switches and only one could be in the on position at a time. That group is a one-hot. It’s used in digital circuitry and more recently natural language processing and machine learning. ~ learn more
“Machine learning generated content is just the next step beyond TikTok: instead of pulling content from anywhere on the network, GPT and DALL-E and other similar models generate new content from content, at zero marginal cost. This is how the […]
“Despite standard investment advice to the contrary, individuals often engage in panic selling, liquidating significant portions of their risky assets in response to large losses.” | learn more
Machine learning is at it again… “Political orientation was correctly classified in 72% of liberal–conservative face pairs, remarkably better than chance (50%), human accuracy (55%), or one afforded by a 100-item personality questionnaire (66%).” | learn more
Do you want to know how the machine learning that powers language predictions works? This is as down-to-earth of an explanation as I’ve ever seen. And now I understand it (sort of)! | learn more