Six Books That Changed My Attitude to Managing Engineering Teams
Author(s): Dr. Aliaksei Mikhailiuk Originally published on Towards AI. Save Time, Boost Your Leadership Skills, and Build Happy and Winning Teams! This member-only story is on us. Upgrade to access all of Medium. Image generated with Imagen3-fast by the Author. Nobody wants …
Mastering Generative AI Architectural Patterns: A Comprehensive Guide
Author(s): Mike Originally published on Towards AI. Your Ultimate Interview Resource — 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. Plato’s 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 …
Revolutionizing AI with Jamba: The Cost-Effective Game-Changer for Long Contexts
Author(s): Rohit Sharma Originally published on Towards AI. If you think all LLMs are the same — think again. Every time I find something new when I deep dive into a new framework! I’ve been of late experimenting with Jamba and as …
Advanced Hallucination Mitigation Techniques in LLMs – RAG, knowledge editing, contrastive decoding, self-refinement, uncertainty-aware beam 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, …
The Pattern Architecture & Systems — Why Ancient Greece Will Shape Modern Day Artificial Intelligence
Author(s): Cole Williams Originally published on Towards AI. “I’m starting to notice things I never saw before. For some reason, everything has become a metaphor.” Series Introduction & Conceptual Foundation To MLM — Mantic Season 1, Episode 1 This text explores interconnected …
Fine-Tuning a Pre-trained LLM for Sentiment Classification
Author(s): Dimitris Effrosynidis Originally published on Towards AI. Optimizing results with minimal effort This member-only story is on us. Upgrade to access all of Medium. Image by author. In a previous tutorial, Traditional vs. Generative AI for Sentiment Classification, we predicted the …
Classifying the Unstructured: A Guide to Text Classification with Representation and Generative Models
Author(s): Shivam Dattatray Shinde Originally published on Towards AI. This article will delve into the various methodologies to perform text classification using transformer-based models, explaining their principles, applications. We’ll explore both representation-focused and generative approaches, leveraging the flexibility and power of transformer …
Building Multimodal RAG Application #8: Putting it All Together! Building Multimodal RAG Application
Author(s): Youssef Hosni Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Multimodal retrieval-augmented generation (RAG) is transforming how AI applications handle complex information by merging retrieval and generation capabilities across diverse data types, …
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 …
Understanding Vision Transformers (ViTs)
Author(s): Yash Thube Originally published on Towards AI. Understanding Vision Transformers (ViTs) And what I learned while implementing them! Transformers have revolutionized natural language processing (NLP), powering models like GPT and BERT. But recently, they’ve also been making waves in computer vision. …
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 …
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