TAI 134: The US Reveals Its New Regulations for the Diffusion of Advanced AI
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie The Biden administration’s “Framework for Artificial Intelligence Diffusion” has been unveiled, setting out sweeping rules for managing how advanced AI technologies are exported and …
Can LLMs Truly Think Outside the Box?
Author(s): Max Shap Originally published on Towards AI. Image by author I was surprised to hear from a few friends that some tech companies still include puzzles in their interview process — or even dedicate a full 45-minute session — asking candidates …
Fine-tuning Embeddings for RAG applications
Author(s): Anuar Sharafudinov Originally published on Towards AI. Credits: GPT4o The rise of the Retrieval-Augmented Generation (RAG) has revolutionized how we build intelligent applications. At its core, RAG is all about efficiently turning large chunks of text into actionable embeddings and then …
I Completed The CrewAI Course: Simplified to 4 Minutes
Author(s): Savvas Theocharous Originally published on Towards AI. The simplest how to build an AI Agent. This member-only story is on us. Upgrade to access all of Medium. Source: Created by Author on Canva. Word around was that CrewAI is the best …
AI Mathematicians: How LLMs Are Redefining Mathematics
Author(s): Adit Sheth Originally published on Towards AI. What if a computer could discover mathematical patterns, prove theorems, and solve mysteries that have puzzled humanity for centuries? Welcome to the age of AI-powered mathematics, where Large Language Models (LLMs), like ChatGPT, aren’t …
Q Learning — Deep Reinforcement Learning
Author(s): Sarvesh Khetan Originally published on Towards AI. Table of Contents Problem Statement Value Functions Q Learning3.a. Theory3.b. Code3.c. Problems with Q Learning V Learning Resources Problem Statement Let’s say our model is trying to play ping pong and is currently in …
When ChatGPT’s Web Search Fails: Lessons for Data-Driven Decision Making
Author(s): Ori Abramovsky Originally published on Towards AI. Photo by Omar Ramadan ChatGPT recently gained a game-changing capability: web search. This new feature allows the model to incorporate up-to-date data from the web into its responses, unlocking an incredible range of possibilities. …
Decoding Ponzi Schemes with Math and AI
Author(s): Shenggang Li Originally published on Towards AI. Experiments in Action: Unveiling Hidden Trends in Stocks and Markets Using Mamba Neural Networks This member-only story is on us. Upgrade to access all of Medium. Photo by Guenifi Ouassim on Unsplash Imagine this: …
Multi-Agent AI: From Isolated Agents to Cooperative Ecosystems
Author(s): Kaushik Rajan Originally published on Towards AI. A mechanism design framework for reducing conflict and boosting trust in multi-agent AI This member-only story is on us. Upgrade to access all of Medium. Image created by the author using Generative AI (Imagen …
Inside rStar-Math, a Technique that Makes Small Models Math GPT-o1 in Math Reasoning
Author(s): Jesus Rodriguez Originally published on Towards AI. Inside rStar-Math, a Technique that Makes Small Models Math GPT-o1 in Math Reasoning Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 175,000 subscribers. TheSequence is a no-BS (meaning …
Multi-Class Classification VS Multi-Label Classification
Author(s): Harshit Dawar Originally published on Towards AI. This blog aims to clearly distinguish the two most simultaneously used terminologies, yet very different from each other: “Multi-Label Classification” & “Multi-Class Classification!” This member-only story is on us. Upgrade to access all of …
Integrating Apache Beam SDK Harness as Sidecars: A Proven Architecture with Codebase
Author(s): Mahmudur R Manna Originally published on Towards AI. Deploying Python Jobs on Flink Servers in Kubernetes with MinIOSource: Image by Author using AI This member-only story is on us. Upgrade to access all of Medium. Link for Non-Members: Running Apache Beam …
Data Scientists, Don’t Overlook log1p
Author(s): Suraj Jha Originally published on Towards AI. Master Smoother Transformations and Tame Exponential Data Like a Pro This member-only story is on us. Upgrade to access all of Medium. Image By Author Data Scaling is one of the crucial steps for …
The Rise Of Reasoner Models: Scaling Test-Time Compute
Author(s): Roger Oriol Originally published on Towards AI. Le Penseur (1904) in the Musée Rodin in Paris. Picture by CrisNYCa — Wikipedia. Introduction A new kind of LLM has recently been popping out everywhere: Reasoner models. Kickstarted by OpenAI’s o1 and o3, …
This LLM-Based Recommendation System is Insane
Author(s): Ashu Jain Originally published on Towards AI. What Makes Walmart’s TMF Breakthrough a Must-Know Innovation This member-only story is on us. Upgrade to access all of Medium. Source: Lexica Art Triple Modality Fusion (TMF) is a state-of-the-art technology that fuses visual, …
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