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How to use WhatsApp API to Send Messages

How to use WhatsApp API to Send Messages

With almost 3 billion active users worldwide, WhatsApp has become an excellent channel for businesses looking to connect with their audience effectively. The WhatsApp Business API takes its functionality to the next level. The API lets you send messages to thousands of customers automatically. You can send texts, images, videos, and even interactive messages. It’s … Read more

BYOL tutorial: self-supervised learning on CIFAR images with code in Pytorch

BYOL tutorial: self-supervised learning on CIFAR images with code in Pytorch

After presenting SimCLR, a contrastive self-supervised learning framework, I decided to demonstrate another infamous method, called BYOL. Bootstrap Your Own Latent (BYOL), is a new algorithm for self-supervised learning of image representations. BYOL has two main advantages: It does not explicitly use negative samples. Instead, it directly minimizes the similarity of representations of the same … Read more

How to Safeguard Your Models with DataRobot: A Comprehensive Guide

How to Safeguard Your Models with DataRobot: A Comprehensive Guide

In today’s data-driven world, ensuring the security and privacy of machine learning models is a must-have, as neglecting these aspects can result in hefty fines, data breaches, ransoms to hacker groups and a significant loss of reputation among customers and partners.  DataRobot offers robust solutions to protect against the top 10 risks identified by The … Read more

Navigating the digital SEAs: Insights from the Isentia Narrative Intelligence Workshop 2024

Navigating the digital SEAs: Insights from the Isentia Narrative Intelligence Workshop 2024

object(WP_Post)#7035 (24) { [“ID”]=> int(35056) [“post_author”]=> string(2) “36” [“post_date”]=> string(19) “2024-10-10 00:11:13” [“post_date_gmt”]=> string(19) “2024-10-10 00:11:13” [“post_content”]=> string(6835) ” The role –and nature– of news and journalism is constantly evolving, from how it is consumed to which voices are trusted. New platforms, the rise of citizen journalists, and shifting news consumption habits are continuing to … Read more

Detecting Text Ghostwritten by Large Language Models – The Berkeley Artificial Intelligence Research Blog

Detecting Text Ghostwritten by Large Language Models – The Berkeley Artificial Intelligence Research Blog


Detecting Text Ghostwritten by Large Language Models – The Berkeley Artificial Intelligence Research Blog

The structure of Ghostbuster, our new state-of-the-art method for detecting AI-generated text.

Large language models like ChatGPT write impressively well—so well, in fact, that they’ve become a problem. Students have begun using these models to ghostwrite assignments, leading some schools to ban ChatGPT. In addition, these models are also prone to producing text with factual errors, so wary readers may want to know if generative AI tools have been used to ghostwrite news articles or other sources before trusting them.

What can teachers and consumers do? Existing tools to detect AI-generated text sometimes do poorly on data that differs from what they were trained on. In addition, if these models falsely classify real human writing as AI-generated, they can jeopardize students whose genuine work is called into question.

Our recent paper introduces Ghostbuster, a state-of-the-art method for detecting AI-generated text. Ghostbuster works by finding the probability of generating each token in a document under several weaker language models, then combining functions based on these probabilities as input to a final classifier. Ghostbuster doesn’t need to know what model was used to generate a document, nor the probability of generating the document under that specific model. This property makes Ghostbuster particularly useful for detecting text potentially generated by an unknown model or a black-box model, such as the popular commercial models ChatGPT and Claude, for which probabilities aren’t available. We’re particularly interested in ensuring that Ghostbuster generalizes well, so we evaluated across a range of ways that text could be generated, including different domains (using newly collected datasets of essays, news, and stories), language models, or prompts.

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Runway released the Gen-3 Alpha AI video generator

Runway released the Gen-3 Alpha AI video generator

While everybody has been patiently waiting for Sora, Runway, a renowned generative AI platform, introduced its latest innovation – the Gen-3 Alpha. This model leverages cutting-edge machine learning techniques to generate high-quality text, images, and videos, making it a powerful tool for creatives and professionals alike. And now the advanced AI model is accessible to … Read more

AI Success Stories in Law Enforcement.

AI Success Stories in Law Enforcement.

In recent years, artificial intelligence (AI) has emerged as a game-changing technology across various industries, and law enforcement is no exception. Let’s explore AI success stories in law enforcement to understand effective strategies and identify potential pitfalls. Police departments worldwide are increasingly turning to AI-powered solutions to enhance their capabilities, improve efficiency, and ultimately, better … Read more

MIT launches new Music Technology and Computation Graduate Program | MIT News

MIT launches new Music Technology and Computation Graduate Program | MIT News

A new, multidisciplinary MIT graduate program in music technology and computation will feature faculty, labs, and curricula from across the Institute. The program is a collaboration between the Music and Theater Arts Section in the School of Humanities, Arts, and Social Sciences (SHASS) and the School of Engineering. Faculty for the program share appointments between the … Read more

The R in “RAG” Stands for “Royalties” – O’Reilly

The R in “RAG” Stands for “Royalties” – O’Reilly

The latest release of O’Reilly Answers is the first example of generative royalties in the AI era, created in partnership with Miso. This new service is a trustworthy source of answers for the O’Reilly learning community and a new step forward in the company’s commitment to the experts and authors who drive knowledge across its … Read more