AI and Deepfakes in the Courtroom
Author(s): Nimit Bhardwaj Originally published on Towards AI. AI and Deepfakes in the Courtroom Image generated by DALL·E From seamlessly swapping audio/visual elements to fabricating entirely false material, the impact of deepfakes on public trust and society looms large, especially in the …
Learn AI Together — Towards AI Community Newsletter #19
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! After a much-needed break last week, we are back with exciting collaboration opportunities, some of our best articles written by AI experts worldwide, and fun discussions on our …
Are LLMs Only Good for Chat-Based Solutions? Exploring Beyond Language Tasks
Author(s): Andy Spezzatti Originally published on Towards AI. Beyond Words: LLMs Enhance Data Analysis from Genomics to StrategySource: Image by Nicole Herero on Unsplash Over the past two years, Large Language Models (LLMs) including ChatGPT, Antropic, and Mistral have transformed our engagement …
RAG 2.0, Finally Getting RAG Right!
Author(s): Ignacio de Gregorio Originally published on Towards AI. The Creators of RAG Present its Successor Looking at the AI industry, we have grown accustomed to seeing stuff get ‘killed’ every single day. I myself cringe sometimes when I have to talk …
ML Engineering is Not What You Think — ML Jobs Explained
Author(s): Boris Meinardus Originally published on Towards AI. How much machine learning really is in ML Engineering? It’s so confusing! There are so many different data- and machine-learning-related jobs. But what actually are the differences between a Data Engineer, Data Scientist, ML …
Mixture of Experts
Author(s): Louis-François Bouchard Originally published on Towards AI. Mixtral 8x7B explained Originally published on louisbouchard.ai, read it 2 days before on my blog! https://www.youtube.com/embed/OqlNmNylE0I What you know about is wrong. We are not using this technique because each model is an expert …
The Controversy of AI Greeting Cards
Author(s): GaryGeo Originally published on Towards AI. Today I am taking a slight detour from my usual data analysis, to indulge one of my favorite hobbies — crafting personalized greeting cards, now with a significant boost from Artificial Intelligence. My fascination with …
Google’s CodeGemma: I am not Impressed
Author(s): Mandar Karhade, MD. PhD. Originally published on Towards AI. I experimented with CodeGemma. Here are my results What codeGemma is supposed to be, according to Google — CodeGEMMA represents a significant advancement in the realm of code generation and completion, stemming …
Discover The Top 10 Most Used OpenAI GPTs
Author(s): Ahmed Fessi Originally published on Towards AI. In November 2023, almost one year after ChatGPT 3 was released, OpenAI announced GPTs, allowing users to create and publish their own conversational chatbots, customized as per their instructions, and have them available in …
This AI newsletter is all you need #94
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie For the past few weeks, we have been following an increased pace of voice and music AI model releases. In particular, Suno AI’s v3 …
JAMBA, the First Powerful Hybrid Model is Here
Author(s): Ignacio de Gregorio Originally published on Towards AI. Toward a Subquadratic Future For almost six years, nothing has beaten the Transformer, the heart of all Generative AI models. However, due to its excessive costs, many have tried to dethrone it, to …
Inside Jamba: Mamba, Transformers, and MoEs Together to Power a New Form of LLMs
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using DALL-E I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Going Beyond Zero/Few-Shot: Chain of Thought Prompting for Complex LLM Tasks
Author(s): Abhinav Kimothi Originally published on Towards AI. Source : Image generated by author using Yarnit It is quite astonishing how Large Language Models or LLMs (GPT, Claude, Gemini etc.) have captured the world’s imagination. It’s a powerful technology that can tackle …
RAG in Production: Chunking Decisions
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Prototype to Production; All about chunking strategies and the decision process to avoid failures Different domains and types of queries require different chunking strategies. A flexible chunking approach allows the RAG …
Volga — Open-source Feature Engine for real-time AI — Part 2
Author(s): Andrey Novitskiy Originally published on Towards AI. This is the second part of a 2-post series describing Volga’s architecture and technical details. For motivation and the problem’s background, see the first part. Volga river TL;DR Volga is an open-source real-time feature …