Mastering Data Scaling: The Only Guide Youβll Ever Need (Straight from My Journey)
Author(s): Suraj Jha Originally published on Towards AI. How I Finally Conquered Data Scaling: Learn from My Real-World Experience This member-only story is on us. Upgrade to access all of Medium. Image By Author Scaling is one of the fundamental steps in …
You Can Out-Compete OpenAI.
Author(s): Savvas Theocharous Originally published on Towards AI. Donβt let the big dogs scare you. You have the advantage. This member-only story is on us. Upgrade to access all of Medium. This message is for those who genuinely love AI. This is …
Why Small Language Models Make Business Sense
Author(s): Paul Ferguson, Ph.D. Originally published on Towards AI. Image generated by Gemini AI Small Language Models are changing the way businesses implement AI by providing solutions that operate efficiently using standard hardware. Despite the attention given to massive AI models, these …
Best Laptop For Data Science
Author(s): Egor Howell Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Whatβs the best laptop and does it even matter? Photo by Alex Knight on Unsplash I always get asked whatβs the best …
Mastering Generative AI Architectural Patterns: A Comprehensive Guide
Author(s): Mike Originally published on Towards AI. Your Ultimate Interview Resource β A Walkthrough of Architectures From GANs to Large Multimodal Models(LMMs). This member-only story is on us. Upgrade to access all of Medium. Photo by BoliviaInteligente on Unsplash Generative Artificial Intelligence …
How Far Is AI Capable of Delivering on Its Promises and Changing Our Civilization?
Author(s): Jesus L. Lobo Originally published on Towards AI. Platoβs Allegory of the Cave as a parallel to the possibility of a real transformative AI. Source: Image by the author and used in [1]. This is one of the questions that comes …
Advanced Hallucination Mitigation Techniques in LLMs – RAG, knowledge editing, contrastive decoding, self-refinement, uncertainty-aware beamΒ search
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Advanced Hallucination Mitigation Techniques in LLMs: Beyond RAG to a World of Riches Stuck in the RAG rut? Break free and discover other innovative and powerful techniques like knowledge editing, contrastive decoding, self-refinement, …
7 Counterintuitive and Non-intuitive Probability Problems
Author(s): Saankhya Mondal Originally published on Towards AI. Exploring Mind-Bending Scenarios Where Probability Challenges Our Expectations This member-only story is on us. Upgrade to access all of Medium. This article will explore seven fascinating probability problems that challenge intuition and lead to …
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 administrationβs βFramework for Artificial Intelligence Diffusionβ has been unveiled, setting out sweeping rules for managing how advanced AI technologies are exported and …
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, arenβt …
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: βMulti-Label Classificationβ & βMulti-Class Classification!β This member-only story is on us. Upgrade to access all of …
This LLM-Based Recommendation System is Insane
Author(s): Ashu Jain Originally published on Towards AI. What Makes Walmartβs 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, …