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Meet CLOVA: A Closed-Loop AI Framework for Enhanced Learning and Adaptation in Diverse Environments

AI NewsJanuary 6, 2024212Views 0Likes 0Comments

The challenge of creating adaptable and versatile visual assistants has become increasingly evident in the rapidly evolving Artificial Intelligence. Traditional models often grapple with fixed capabilities and need help to learn dynamically from diverse examples. The need for a more agile and responsive visual assistant capable of adapting to new environments and tasks seamlessly sets…

Red Teaming Language Models with Language Models

OpenAIJanuary 6, 2024174Views 0Likes 0Comments

In our recent paper, we show that it is possible to automatically find inputs that elicit harmful text from language models by generating inputs using language models themselves. Our approach provides one tool for finding harmful model behaviours before users are impacted, though we emphasize that it should be viewed as one component alongside many…

Advice on using LLMs wisely. Ten of my LinkedIn posts on LLMs | by Lak Lakshmanan | Jan, 2024

Data ScienceJanuary 6, 2024165Views 0Likes 0Comments

Ten of my LinkedIn posts on LLMs 1. Non-determinism in LLMs The best LLM use cases are where you use LLM as a tool rather than expose it directly. As Richard Seroter says, how many chatbots do you need? However, this use case of replacing static product pages by personalized product summaries is like many…

Enroll in a 4-year Computer Science Degree Program For Free

Data AnalyticsJanuary 5, 2024172Views 0Likes 0Comments

Image by Author Have you ever wanted to study computer science but didn't want to pay the high cost of college tuition? Well, you're in luck! There is an incredible open-source curriculum called OSSU (Open Source Society University) that allows you to enroll in the equivalent of a 4-year computer science degree program…

Researchers from Google Propose a New Neural Network Model Called ‘Boundary Attention’ that Explicitly Models Image Boundaries Using Differentiable Geometric Primitives like Edges, Corners, and Junctions

AI NewsJanuary 5, 2024215Views 0Likes 0Comments

Distinguishing fine image boundaries, particularly in noisy or low-resolution scenarios, remains formidable. Traditional approaches, heavily reliant on human annotations and rasterized edge representations, often need more precision and adaptability to diverse image conditions. This has spurred the development of new methodologies capable of overcoming these limitations. A significant challenge in this domain is the robust…

MuZero’s first step from research into the real world

OpenAIJanuary 5, 2024186Views 0Likes 0Comments

Collaborating with YouTube to optimise video compression in the open source VP9 codec. In 2016, we introduced AlphaGo, the first artificial intelligence program to defeat humans at the ancient game of Go. Its successors, AlphaZero and then MuZero, each represented a significant step forward in the pursuit of general-purpose algorithms, mastering a greater number of…

LLMs for Everyone: Running the LLaMA-13B model and LangChain in Google Colab | by Dmitrii Eliuseev | Jan, 2024

Data ScienceJanuary 5, 2024178Views 0Likes 0Comments

Experimenting with Large Language Models for free (Part 2) Photo by Glib Albovsky, UnsplashIn the first part of the story, we used a free Google Colab instance to run a Mistral-7B model and extract information using the FAISS (Facebook AI Similarity Search) database. In this part, we will go further, and I will show how…

Future-Proof Your Finance Function

NanonetsJanuary 5, 2024177Views 0Likes 0Comments

Transformative technologies such as enterprise resource planning (ERP), customer relationship management (CRM), and supply chain management (SCM) systems have brought productivity breakthroughs that have dramatically improved business performance. The finance function has reaped benefits from these advances but there’s much more to come. The next wave of transformation is upon us, and it involves transactions…

How Multimodality Makes LLM Alignment More Challenging

Data AnalyticsJanuary 5, 2024180Views 0Likes 0Comments

Image by Gerd Altmann from Pixabay About a month ago OpenAI announced that ChatGPT can now see, hear, and speak. This means the model can help you with more everyday tasks. For example, you can upload a picture of the contents of your fridge and ask for meal ideas to prepare with the…

This AI Paper from UT Austin and Meta AI Introduces FlowVid: A Consistent Video-to-Video Synthesis Method Using Joint Spatial-Temporal Conditions

AI NewsJanuary 5, 2024206Views 0Likes 0Comments

In the domain of computer vision, particularly in video-to-video (V2V) synthesis, maintaining temporal consistency across video frames has been a persistent challenge. Achieving this consistency is crucial for synthesized videos’ coherence and visual appeal, which often combine elements from varying sources or modify them according to specific prompts. Traditional methods in this field have heavily…