Meta Learners: Measuring Treatment Effects with Causal Machine Learning
Author(s): Hajime Takeda Originally published on Towards AI. TL;DR: In recent years, algorithms combining causal inference and machine learning have been a hot topic. In my previous article, I discussed the basics of Causal Machine Learning. This article aims to explain Meta …
Top 10 AI and LLM Trends Transforming Marketing in 2024
Author(s): Mukundan Sankar Originally published on Towards AI. Discover the top 10 AI and LLM trends transforming marketing in 2024. Learn how AI-driven strategies like generative content, hyper-personalization, and predictive analytics are revolutionizing customer engagement and marketing effectiveness. This member-only story is …
AI That Thinks Before It Speaks — OpenAI “o1” Models
Author(s): Richard Warepam Originally published on Towards AI. What is OpenAI ‘o1’? How Does It Work? When To Use o1-preview & o1-mini? This member-only story is on us. Upgrade to access all of Medium. If you are not a member, click here …
Approaches Used by State-of-the-Art Vision-Language Models for Handling High-Resolution Images
Author(s): Duci Nguyen Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Have you ever failed to ask a Vision-Language Model (VLM) to search for specific objects or thoroughly explain details about a high-resolution …
I used AI to Prioritize My Goals
Author(s): Nizamuddin Siddiqui Originally published on Towards AI. Sometimes we think it’s clear but it’s not This member-only story is on us. Upgrade to access all of Medium. Photo by Ronnie Overgoor on Unsplash All of us have to achieve multiple goals …
Building Reflection-Gemma-2–2b
Author(s): Arthur Lagacherie Originally published on Towards AI. image original from google blog mofied with Adobe Firefly In the world of artificial intelligence, the ability of models to think and correct their mistakes is crucial. This article explores how Gemma 2–2b, can …
The Balancing Act of Machine Learning: Bias-Variance Tradeoff
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Once upon a time, in the world of machine learning, data scientists faced a constant challenge: finding the balance between a model …
Does AI Have a Sense of Humor?
Author(s): Ritvik Nayak Originally published on Towards AI. Humour is arguably one of the more complicated and elusive parts of human cognition: a subtle art behind making people laugh, related to culture, context, and timing. But in an era dominated by AI-enabling …
Inside DataGemma: Google DeepMind’s Initiative to Ground LLMs in Factual Knowledge
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. …
3 Reasons Why AI Isn’t Anywhere Close to Consciousness
Author(s): Rafe Brena, Ph.D. Originally published on Towards AI. “Is there a soul inside?” This member-only story is on us. Upgrade to access all of Medium. Photo by Dingzeyu Li on Unsplash I cringe every time I read the word “consciousness” in …
#40 Build Your Own Llama, LLMs From Scratch, and Understanding Meta’s Transfusion Model.
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, expect lots of resources and lighter conversations, research-focused collaborations, and, of course, the funniest meme from the community. What’s AI Weekly Keeping up with LLMs is …
Artificial Intelligence Turns Good Authors Into Excellent Ones and Bad Ones Obsolete
Author(s): Uwe Weinreich Originally published on Towards AI. Learn How to Achieve High-Quality Writing in the Age of AI. This member-only story is on us. Upgrade to access all of Medium. Source: Created with Midjourney — you will find an explanation in …
Inside xLAM: Salesforce’s Models Specialized for Agentic Tasks
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. …
Putting The World’s Largest AI Supercomputer into Perspective
Author(s): Ignacio de Gregorio Originally published on Towards AI. Top highlight This member-only story is on us. Upgrade to access all of Medium. Source: AI-generated by Author using Flux Elon Musk has just announced that xAI has finally connected their Colossus cluster, …
Mastering Prompt Engineering: A Beginner’s Guide to AI Interaction
Author(s): Shivam Mohan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Introduction Prompt engineering is an essential skill for anyone venturing into the world of artificial intelligence (AI). By designing effective prompts, we …
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