Learning Anything with AI: The Power of Socratic Questioning
Author(s): Kamran Khan Originally published on Towards AI. Is AI the New Socrates? This member-only story is on us. Upgrade to access all of Medium. Photo by Jonathan Kemper on Unsplash I have always been fascinated to see how questions lead us …
5 Key Techniques for Boosting LLMs You Must Know
Author(s): Nicholas Poon Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. You’ve probably heard about Large Language Models by now, as they’ve been making significant strides in the AI landscape recently. Therefore, understanding …
TAI #122; LLMs for Enterprise Tasks; Agent Builders or Fully Custom Pipelines?
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, the focus on customizing LLMs for enterprises gained further momentum with Microsoft’s announcement of Copilot Studio agents, following Salesforce’s launch of AgentForce …
A Taxonomy of Retrieval Augmented Generation
Author(s): Abhinav Kimothi Originally published on Towards AI. Powering the rise of Contextual AI —Over 200 terms including Components, Pipelines, Ops Stack, Technologies & more This member-only story is on us. Upgrade to access all of Medium. Eight Themes of RAG Taxonomy …
Transitioning From AI Teams To AI Squads
Author(s): Dr. Ori Cohen Originally published on Towards AI. AI Teams & AI Squads. In the evolving landscape of data-driven organizations, a critical question arises: When should a company transition from a centralized data science team to integrated AI squads? Organizations embarking …
Blockchain and Decentralization: Paving the Path to True Open-Source AI
Author(s): Laszlo Fazekas Originally published on Towards AI. The key players in AI can be broadly divided into two camps: advocates of open-source AI and proponents of closed, proprietary AI. Interestingly, one of the strongest advocates for closed AI is OpenAI, which, …
AI’s Got Some Explaining to Do
Author(s): Paul Ferguson, Ph.D. Originally published on Towards AI. Why We’re Demanding Answers from Our Smartest Machines Image generated by Gemini AI Artificial intelligence is making decisions that impact our lives in profound ways, from loan approvals to medical diagnoses. Yet, for …
Diffusion Auto-Regressive Transformer For Effective Self-Supervised Time Series Forecasting
Author(s): Reza Yazdanfar Originally published on Towards AI. [source] Time series is important (though underappreciated!) in various domains due to its ability to provide accurate predictions of future data points, which in turn leads to better decision-making, resource allocation, and risk management. …
5 Smart Ways to Use Retrieval-Augmented Generation (RaG) for Real-Time NLP Enhancements
Author(s): Mukundan Sankar Originally published on Towards AI. How Retrieval-Augmented Generation (RAG) Can Boost NLP Projects with Real-Time Data for Smarter AI Models This member-only story is on us. Upgrade to access all of Medium. Image illustrating how Retrieval-Augmented Generation (RAG) can …
How I Built an AI-Powered Edge Computing Application with Python
Author(s): Gabe Araujo, M.Sc. Originally published on Towards AI. My journey deploying machine learning models on edge devices for real-time analytics. This member-only story is on us. Upgrade to access all of Medium. As the world of technology rapidly advances, there’s a …
Getting Started with AgentOps: A Quick Setup Guide
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re the captain of a high-tech ship, with intelligent agents ready to work for you — each agent skilled at analyzing …
Power of AI Agents: The Future is Multi-Modal!
Author(s): Naveen Krishnan Originally published on Towards AI. How Intelligent Agents Are Transforming Industries Through Cross-Domain Understanding Image Source: extremetech.com Artificial Intelligence (AI) is no longer a futuristic concept confined to research labs; it’s now deeply integrated into our daily lives. At …
Mistral AI Unveils Ministral 3B and 8B Models
Author(s): Get The Gist Originally published on Towards AI. Welcome to Get The Gist, where every weekday we share an easy-to-read summary of the latest and greatest developments in AI — news, innovations, and trends — all delivered in under 5 minutes! …
#45 Is Prompting a Future-Proof Skill?
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! Over the past few months, we have discussed the AI engineer’s toolkit for building reliable LLM products multiple times. We believe that combining RAG, prompting, and fine-tuning will …
The Three Pillars of LLM Creation: A Non-technical Guide
Author(s): Nikita Andriievskyi Originally published on Towards AI. · Pre-training ∘ Data collection ∘ Tokenization ∘ Self-Supervised Learning· Fine-tuning· Reinforcement Learning from Human Feedback (RLHF) We have all been using ChatGPT, Claude, and Gemini a lot lately. These are very useful Large …
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