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 …
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 …
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 …
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 …
Building a Chat App with OpenAI, Comet ML, and Streamlit
Author(s): Evren Ozkip Originally published on Towards AI. Learn how to create a blog title generator app.(Image by Author) Training large language models from scratch is difficult because it requires massive amounts of data, time, and powerful computers. But with the help …
Vibe Coding: Prompt It, Got It, Regret It? The Risks of the Vibe Trend You Haven’t Spotted
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Alright folks, let’s talk about the latest buzzword that’s got the tech world humming, buzzing, and occasionally, stumbling: Vibe Coding. If you’ve been anywhere near the digital water cooler (or, let’s be honest, …
Part 03: Describing Random Outcomes: PMF, CDF, and PDF
Author(s): Sudeep Originally published on Towards AI. In the previous article, we introduced the concept of a random experiment using the example of student marks in a class. Now, we will delve deeper into how we mathematically describe the likelihood of different …
The Art Behind Data Understanding and Its Importance
Author(s): Karina Patel Originally published on Towards AI. What nature and technical skills should a person have to get a good understanding of data? To understand data effectively, a person must develop specific skills and traits beyond just technical expertise. Often, individuals …
Supervisor-Style, The king of Multi-Agent Systems
Author(s): ravindu somawansa Originally published on Towards AI. Supervisor-Style, The king of Multi-Agent Systems Representation of a Supervisor with its Agent teammates This year is shaping up to become the year of Agents 😍. There is not a single day without the …
AI-Driven Testing vs. Manual QA: Which Ensures Superior Software Quality?
Author(s): Sophia Martin Originally published on Towards AI. AI-Driven Testing vs. Manual QA: Which Ensures Superior Software Quality? Artificial Intelligence in today’s digital era is overtaking every work and every industry, and the software testing process is no exception. With this, the …
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