Demystifying the Receiver Operating Characteristic (ROC) Curve
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Interpreting the metrics behind a supervised classification model, in particular, the ROC curve and AUCImage by Chris Martin from Pixabay One of the most common and widely applicable themes in Artificial Intelligence is …
How Machine Learning Detects Phishing Attacks
Author(s): Eera Bhatt Originally published on Towards AI. Especially since the COVID-19 epidemic, we have relied on the Internet for so many of our daily services like banking, entertainment, and social networking. Sadly, cyber attackers take advantage of this by trying out …
Crossing Boundaries or Building Walls? The Declining Interdisciplinarity of NLP
Author(s): Salvatore Raieli Originally published on Towards AI. In a deluge of information, research is becoming more and more isolated, and this is a problemPhoto by George Rosema on Unsplash Communication — the human connection — is the key to personal and …
How to build an Air-gapped LLM-based AI Chatbot in Containers Step-by-Step
Author(s): Mélony Qin (aka cloudmelon) Originally published on Towards AI. As AI tools become increasingly popular, they play an important role in boosting our productivity in everyday tasks. However, bringing them into professional settings faces challenges because they need internet access, and …
Moral Decision-Making in Autonomous Vehicles
Author(s): Nimit Bhardwaj Originally published on Towards AI. Moral Decision-Making in Autonomous Vehicles Autonomous vehicles (AVs) have long sparked debate around the ethics of transferred decision-making autonomy on roads. Within this terminology though, sits different levels of autonomy. The Society of Automotive …
GROQ — A Quickest and Cheapest LLM Inference
Author(s): M. Haseeb Hassan Originally published on Towards AI. A Game Changer in AI Processing — Speed, Efficiency, and BeyondGROQ — A quickest and cheapest LLM Inference Platform Groq recently received much attention as one of the quickest LLM Inference methods available. …
How To Change the Text Font in an Image Using Computer Vision Techniques
Author(s): Vincent Liu Originally published on Towards AI. Make text in the image editableSource: Photo by Lloyd Newman on Unsplash Choosing the font when we are working on a digital document is trivial. We can always choose the preferred font in the …
Learn AI Together — Towards AI Community Newsletter #20
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we dive into infinity and beyond; with Google’s most recent paper, Infini-attention, context windows are no longer a problem. And, of course, we also have some …
Why Command R+ is Much Better Than Mistral Large and Offers the Same Level of Performance as ChatGPT-4_Here is The Result
Author(s): Gao Dalie (高達烈) Originally published on Towards AI. When I look at my Twitter timeline these past few days, I see quite a few tweets about “ Command R+”, it’s a Large language model that supports 10 languages so you can …
Zero-Shot and Few-Shot Learning with LLMs
Author(s): Michał Oleszak Originally published on Towards AI. Guidelines for optimal use. Chatbots based on Large Language Models (LLMs), such as OpenAI’s ChatGPT, show an astonishing capability to perform tasks for which they have not been explicitly trained. In some cases, they …
This AI newsletter is all you need #95
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week was busy with significant model upgrades to GPT-4 Turbo, Grok 1.5, and Google Gemma model series, as well as a new open-source …
The Ethics of AI in Warfare
Author(s): Nimit Bhardwaj Originally published on Towards AI. The Ethics of AI in Warfare Analyzing the moral dilemmas of using AI in military applications and autonomous weapons. Artificial Intelligence (AI) continues to develop as a transformative force across many spheres of life, …
REACH: Enterprise RAG Framework
Author(s): Ketan Bhavsar Originally published on Towards AI. REACH: Responsible Enterprise AI for Conversational Harmony — A Unified RAG Framework for Enhanced User Experiences in ChatBots I have been working on marketing technology solutions for more than a year now, and one …
How AI is Paving the Way for a New Middle-Class
Author(s): Cezary Gesikowski Originally published on Towards AI. The vision of AI empowering, not replacing, human workersimage by the author via GAI “The unique opportunity that artificial intelligence [AI] offers to the labour market is to extend the relevance, reach, and value …
Inside Ferret-UI: Apple’s Multimodal LLM for Mobile Screen Understanding
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 165,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
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