LAI #68: The Tech Behind Deepseek, an Open AI Agent, and Why LLM Evals Matter
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we’re diving into some of the most talked-about developments in LLMs and AI agents. First, we’re exploring Deepseek and the technique behind its performance — FlashMLA. …
Diffusion Over Autoregression
Author(s): Anay Dongre Originally published on Towards AI. Diffusion Over Autoregression Image from Paper Introduction For years, autoregressive models (ARMs) have dominated large language models (LLMs), predicting tokens one at a time in a left-to-right fashion. But what if there’s a more …
Large Language Models (LLMs): The Confidence Conundrum
Author(s): Nikhilesh Pandey Originally published on Towards AI. Large Language Models (LLMs): The Confidence Conundrum Image source: author Introduction LLMs have revolutionized the way we interact with AI, dazzling us with their ability to understand and generate human-like text. But there’s a …
Reinforcement Learning for Reasoning in Small LLMs
Author(s): Rakib.ai Originally published on Towards AI. Latest Hugging Face Research On The Subject In the race toward increasingly powerful artificial intelligence, there’s been an unspoken assumption: bigger is better. Language models like GPT-4 and Claude boast hundreds of billions of parameters, …
No-Code AI is Disrupting Data Science — Are You Keeping Up?
Author(s): Harshit Kandoi Originally published on Towards AI. Photo by KOBU Agency on Unsplash Artificial Intelligence (AI) and Data Science (DS) have long been dominated by experts with programs in the program and technical expertise for a long time. The traditional AI …
Google Drops Mind Maps for NotebookLM
Author(s): Kalash Vasaniya Originally published on Towards AI. Turning Your Notes into Visual Diagrams.Source: From https://notebooklm.google/Source: From https://notebooklm.google/ If you’re not a member but want to read this article, see this friend link here. Google has done a monumental thing in note-taking …
FactoryBERT: An AI That Understands Manufacturing
Author(s): Saif Ali Kheraj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. https://www.freepik.com/free-photos-vectors/manufacturing-process Factories have their own way of talking. If you’ve ever been inside one, you might hear things like: “OEE is …
NN#12 — Neural Networks Decoded: Concepts Over Code
Author(s): RSD Studio.ai Originally published on Towards AI. Visualizing and Understanding CNNs: The Hidden Machinery of Computer VisionCredits: PrettyStock This member-only story is on us. Upgrade to access all of Medium. We have seen in previous article, how limitations of ANN in …
Future-Proof Your Marketing: Applied AI and Prompt Engineering for Homo Sapiens
Author(s): Jason Dobbs Originally published on Towards AI. Image by Jason Dobbs This member-only story is on us. Upgrade to access all of Medium. Despite constant reassurances that AI is here to empower us rather than replace us, the reality is that …
Month in 4 Papers (February 2025)
Author(s): Ala Falaki, PhD Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Exploring how caching strategies, context length, uncertainty estimation, and conceptual representations are reshaping knowledge retrieval in language models. This series of …
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