The Surprising End of the AI Gigantic Model Era: Why Bigger Isn’t Always Better
Author(s): Cezary Gesikowski Originally published on Towards AI. OpenAI’s Sam Altman on why we need new ideas, not just bigger models, for AI’s future “We are not here to like *erk ourselves off about parameter counts.”—Sam Altman Image by the author: Large …
How to Get a Taste of Everything: Sampling Techniques
Author(s): Roli Trivedi Originally published on Towards AI. Mastering the art: Tips and tricks for successful sampling Photo by Natalia Gusakova on Unsplash Sampling is the process of selecting a subset(sample) from the population. It is done to get information about a …
From Vision to Sound: How Meta’s ImageBind is Bridging Modalities in AI
Author(s): Sriram Parthasarathy Originally published on Towards AI. Unleashing the Power of Combined Senses: How ImageBind could redefine AI Experiences Combine an audio clip of a tractor and an image of a beach to generate a merged image where a tractor is …
The AI Revolution in the Mortgage Industry: A New Era of Homebuying
Author(s): Cezary Gesikowski Originally published on Towards AI. How Artificial Intelligence Is Streamlining Processes, Enhancing Customer Experience, and Transforming the Mortgage Landscape “AI is a game changer for home buyers, revolutionizing the mortgage industry and shaping the future of homeownership.” image by …
5 Papers You Can't-Miss: Reinforcement Learning
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Image by Author with @MidJourney Reinforcement Learning (RL) is an important subfield in the area of machine learning that deals with agent programs learning actions in an environment to minimize a loss function …
Meet ImageBind: Meta AI’s New Model that Learns Across Six Modalities
Author(s): Jesus Rodriguez Originally published on Towards AI. The model is able to capture knowledge from text, image/video, audio, depth (3D), thermal (infrared radiation), and inertial measurement units (IMU). Image Credit: Meta AI I recently started an AI-focused educational newsletter, that already …
AI: Savior or Saboteur of the Future?
Author(s): Cezary Gesikowski Originally published on Towards AI. A Spirited Debate Between Yuval Noah Harari and Yann LeCun on the Global Impact of AI “In history, transitions are dangerous. Even if in the long run, there’ll be enough jobs for everybody, in …
How Generative AI Will Reshape Google Search — Not Destroy It
Author(s): Josep Ferrer Originally published on Towards AI. Explore Google’s strategic shift to AI in search, offering a richer, more interactive, and engaging search experience. Gif of Google’s new search engine presentation video in Google I/O 2023. Google is moving slowly and …
How To Create Your Own LLM-Powered Slackbot With Langchain on Your Own Private Data
Author(s): Mostafa Ibrahim Originally published on Towards AI. Perform question answering or summarisation from the comfort of Slack using Langchain on custom data. Photo by Austin Distel on Unsplash Throughout my own journey of exploring LLMs (Large Language Models), I have made …
Understanding LangChain 🦜️🔗: Part:2
Author(s): Chinmay Bhalerao Originally published on Towards AI. Understanding LangChain U+1F99C️U+1F517: Part:2 Implementing LangChain practically for building custom data bots involves incorporating memory, prompt templates, and Chains, and creating web-based applications Image by author WE CAN CONNECT ON :U+007C LINKEDIN U+007C TWITTER …
The Pandas DataFrame Agent: LangChain and GPT-4
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Simplifying Data Analysis with Natural Language Processing Image by Author with @MidJourney Data analysis and data manipulation are fundamental data science tasks carried out daily in the field. Efficient and fast data transformation …
This AI newsletter is all you need #48
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week in AI has witnessed significant announcements from OpenAI as well as increasing pressure on the company, including Sam Altman’s testimony in the …
A Quick Introduction to Machine Learning: Part-2 (Regression)
Author(s): Abhijith S Babu Originally published on Towards AI. In this article, we are going to see some of the supervised learning techniques. Before reading this article, read part-1 to have a basic idea about supervised learning. One of the commonly used …
Inside Guidance: Microsoft’s New Open Source Framework for Improving the Control in LLM Apps
Author(s): Jesus Rodriguez Originally published on Towards AI. Guidance provides a very simple yet comprehensive syntax for architecting complex LLM workflows. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning …
Building a Classification Model To Score 80+% Accuracy on the Spaceship Titanic Kaggle Dataset
Author(s): Devang Chavda Originally published on Towards AI. This article will walk you through detailed forward feature selection steps and model building from scratch, improving it further with fine-tuning. Photo by NASA on Unsplash Data pre-processing of spaceship-titanic kaggle dataset for achieving …
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