AI-Powered Digital Twins: The Future of Intelligent Systems and Real-World Optimization
Author(s): Yuval Mehta Originally published on Towards AI. Photo by Andy Kelly on Unsplash Imagine a city where traffic congestion is eliminated before it even starts, thanks to an AI-powered Digital Twin that predicts and mitigates bottlenecks in real time. Or consider …
TAI #147: Llama 4 Launch & Digesting Gemini Pro 2.5’s Breakthrough Impact
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie Despite Meta releasing its long-anticipated Llama 4 models, our minds were fixated on further testing Gemini Pro 2.5 this week. It took time to …
Training Less, Achieving More: Unlocking Transformers with LoRA
Author(s): Saif Ali Kheraj Originally published on Towards AI. https://arxiv.org/pdf/2106.09685 In the era of large language models, Transformer is like the original brain of AI. But they come with a catch: Full fine tuning them is like …. Enter LoRA (Low-Rank Adaptation) …
Evaluating Agentic LLM Applications: Metrics and Testing Strategies
Author(s): Mehdi Zare Originally published on Towards AI. Agentic LLM applications — think ChatGPT-like agents that plan steps, use tools, and make autonomous decisions — are powerful but notoriously hard to evaluate. Unlike a single-step LLM response, an agentic LLM might perform …
🧠 From CLIP to the Future: A Deep Dive into Vision-Language Models for Vision Tasks
Author(s): Nehdiii Originally published on Towards AI. From recognizing faces in photos to detecting objects in real-time videos, computer vision has revolutionized the way machines “see” the world. Tasks like image classification, object detection, segmentation, and even person re-identification (ReID) have seen …
JAX: The Hidden Gem of AI Research and High-Performance Computing
Author(s): Harshit Kandoi Originally published on Towards AI. Photo by Christian Wiediger on Unsplash Artificial Intelligence (AI) studies and high-performance computing (HPC) are evolving rapidly, pushing the limits of what`s feasible in deep learning and numerical computation. While TensorFlow and PyTorch have …
Exploring MobileCLIP: A lightweight solution for Zero-Shot Image Classification
Author(s): Antonio Guerra Originally published on Towards AI. Exploring MobileCLIP: A lightweight solution for Zero-Shot Image Classification An example of a Zero-Shot Image Classification Model identifying a cat in an image with class probabilities for “cat”, “dog”, and “bird” (source: https://huggingface.co/tasks/zero-shot-image-classification) Introduction …
Manus AI — does it live up to the hype?
Author(s): Thomas Reid Originally published on Towards AI. Will it be meh or Magnifico?Image by AI (ChatGPT 4-o) So, some of you may remember that around four weeks ago, there was a significant hype bubble around a new AI tool called Manus. …
Welcome to the Era of Self-RAG and Agentic RAG
Author(s): Kalash Vasaniya Originally published on Towards AI. Source: From https://dev.to/akeshlovescience/rag-architecture-explained-beginner-5hn4 If you’re not a member but want to read this article, see this friend link here. Recall the good old RAG (Retrieval-Augmented Generation)? Source: From https://dev.to/akeshlovescience/rag-architecture-explained-beginner-5hn4 It’s as if you had …
LAI #69: What Exactly Are AI Agents? Let’s Solve This and Build Them
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we are diving into fundamentals with Notebook comparisons (Jupyter vs. Google Colab), defining AI agents once and for all, casual inference, techniques like multi-teacher distillation, and …
Three Ways to Fight AI Crawlers
Author(s): Lo Zarantonello Originally published on Towards AI. Why AI crawlers are the free-riders of the web and how to deal with them Until recently, websites were pushing for web crawlers to index their content properly. Now, a new type of crawler, …
The Illusion of Neutrality: Unpacking the Biases Hidden Within Gen AI’s Black Box
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Alright, buckle up, folks! Dr. Sewak here, ready to dive into a topic that’s got more layers than a quantum onion: bias in Generative AI. We often hear about the ‘intelligence’ of these …
Perforated Backpropagation: Improved Models with Minutes of Coding
Author(s): Dr. Rorry Brenner Originally published on Towards AI. From LLMs to robotics to medical AI, modern deep learning has been incredibly effective in a wide array of applications across nearly all industries. As more time and funding is spent on research …
I Built an AI Tool to Expose the Lie My Blog Was Telling
Author(s): Mukundan Sankar Originally published on Towards AI. Image created by the author using ChatGPT I was staring at my computer screen and felt confused. I had written fifteen hundred words, and I had looked over everything to make sure it was …
10 Underrated AI Tools You Should Master Before 2026
Author(s): Harshit Kandoi Originally published on Towards AI. Photo by Clint McKoy on Unsplash Artificial intelligence (AI) and data science grow faster than ever, and open source tools are the center of this conversion. From natural language processing (NLP) to deep learning, …
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