OpenAI introduces updates to ChatGPT AI models, addressing the "laziness" issue in GPT-4 Turbo and launching the new GPT-3.5 Turbo model with lower pricing. Users have reported a decline in task completion depth with ChatGPT-4, prompting OpenAI's response.
Developing LLM applications can be both exciting and challenging, with the need to consider safety, performance, and cost. Starting with low-risk applications and adopting a "Cheap LLM First" policy can help mitigate risks and reduce the amount of work required for launch.
This article explores the limitations of using Large Language Models (LLMs) for conversational data analysis and proposes a 'Data Recipes' methodology as an alternative. The methodology allows for the creation of a reusable Data Recipes Library, improving response times and enabling community contribution.
The article discusses the singular value decomposition (SVD) algorithm and the author's process of refactoring the Jacobi algorithm from the GNU Scientific Library to Python/NumPy. The author validates their from-scratch SVD function using the np.linalg.svd() function and highlights the usefulness of SVD in classical statistics and machine learning.
This article explores monocular depth estimation (MDE) and its importance in computer vision applications. It provides a walkthrough on loading and visualizing depth map data, running inference with Marigold and DPT, and evaluating depth predictions using the SUN RGB-D dataset.
The UK's top intelligence agency warns that malicious cyberactivity will increase with the incorporation of AI, with ransomware being the biggest threat. AI will lower barriers to entry, allowing both novices and experienced threat actors to exploit vulnerabilities and bypass security defenses more efficiently.
GeForce NOW levels up PC gaming on mobile with higher-resolution support on Android, offering immersive gameplay on the go. New games added to the library include Stargate: Timekeepers, Enshrouded, and Metal: Hellsinger.
NVIDIA introduces RTX Video HDR, using AI to transform standard dynamic range video into stunning HDR on HDR10 displays. The new GeForce RTX 4070 Ti SUPER offers enhanced performance for video editing and rendering, running up to 2.5x faster with DLSS 3.
Data science enthusiast builds successful AI web app serving thousands of users, sharing technical tips and lessons learned along the way, including using Next.js, FastAPI, and AWS Lambda for deployment, and Firebase + Stripe for user authentication and payments.
Google has announced Lumiere, an advanced text-to-animal AI video generator capable of creating realistic videos of cute animals in various scenarios. Lumiere's unique architecture allows it to generate the entire temporal duration of a video at once, achieving global temporal consistency.
Generative AI solutions are transforming businesses, but they can produce factual inaccuracies. A Retrieval Augmented Generation (RAG) pipeline, using an AI-native technology stack, offers accurate, transparent, and secure generative AI applications by providing additional information from an external knowledge source.
Gemini, Google's new language model, aims to rival OpenAI's GPT-4 with its larger size and multi-modal capabilities. However, the article questions how Gemini truly compares to its competitor and highlights the need for further examination of benchmark test results.
An exploration of the taste differences between European and American M&Ms, with European chocolate being perceived as superior. The author conducts an experiment with other Americans in Denmark to compare the two varieties.
Czech playwright Karel Čapek invented the word "robot" in 1921, but was unhappy with its evolution to denote mechanical entities. In a newly translated article, Čapek expresses frustration with how his original vision for robots was being subverted, arguing that they should be based on science, not technology.
Amazon Textract is a ML service that extracts text and data from scanned documents with high accuracy, automating document processing for various purposes. It offers a solution for streamlining the verification of vaccination status, providing precise information from vaccination cards through Amazon Textract Queries.