-
Improve LLM responses in RAG use cases by interacting with the user
Generative AI and large language models (LLMs) are often used for question answering systems based on external knowledge. Traditional systems struggle with vague or ambiguous questions without context. To address this, an interactive clarification component using LangChain is introduced, allowing a conversational dialogue with users to gather context and provide accurate answers. The solution is…
-
Comprehensive Guide: Live Chat ADA Compliance
Live chat has become essential for online businesses to provide immediate customer support. It is crucial to ensure that live chat systems are ADA compliant, making them accessible to people with disabilities. ADA compliance goes beyond legal obligations and sends a message of inclusivity and respect. Key components of ADA compliance include accessible design, alternative…
-
Police scanned Beyoncé concert for pedophiles and terrorists
Welsh police used facial recognition technology to scan Beyoncé concertgoers in Cardiff in May this year, aiming to find matches to a watch list of suspected terrorists and pedophiles. The use of facial recognition at events has been criticized, but South Wales Police and Crime Commissioner Alun Michael supported its use, stating that it was…
-
OpenAI and Google in high-stakes battle for AI talent
OpenAI and Google are aggressively competing for the top AI researchers by offering large incentives. OpenAI’s recent valuation boost has allowed them to offer huge salaries to Google staff, while Google is forced to increase salaries to retain key employees. Factors such as management style and project profiles also influence researchers’ decisions. Google currently has…
-
Apple to Add New AI in iOS 18: Big Changes Coming
Apple Inc. is preparing to launch iOS 18 at its next Worldwide Developer Conference. The update will focus on integrating generative AI and is an effort to keep up with Google and OpenAI. Significant software advancements, particularly in generative AI, are expected, and the update will offer overhauls in features, design, security, and performance. The…
-
This AI Paper Introduces Relax: A Compiler Abstraction for Optimizing End-to-End Dynamic Machine Learning Workloads
Relax is a compiler abstraction that optimizes machine learning models with dynamic shapes. It uses symbolic shape annotations to track dynamic shape computations and enables cross-level optimizations. The forward deduction method is used to infer annotations based on input components. Experimental results show competitive performance across different hardware backends.
-
MIT Researchers Developed SmartEM: An AI Technology that Takes Electron Microscopy to the Next Level by Seamlessly Integrating Real-Time Machine Learning into the Imaging Process
SmartEM, developed by researchers from MIT and Harvard, combines powerful electron microscopes with AI to quickly capture and understand details of the brain. It acts like an assistant, focusing on essential areas and helping scientists examine tiny parts of the brain. SmartEM can reconstruct detailed 3D maps and make brain studies faster and more cost-effective.…
-
This AI Paper from Google DeepMind Studies the Gap Between Pretraining Data Composition and In-Context Learning in Pretrained Transformers
Researchers from Google DeepMind conducted a study on the in-context learning capabilities of large language models, specifically transformers. The study found that transformers perform well in tasks within the pretraining data but face limitations and reduced generalization when dealing with out-of-domain tasks. The research emphasizes the importance of pretraining data coverage over inductive biases for…
-
How to Fix The “Error Generating a Response” in ChatGPT
The text provides solutions to fix the “Error Generating a Response” issue in ChatGPT. Users are advised to check the OpenAI server status, refresh the ChatGPT page or restart the browser, simplify prompts, run network speed tests, disable VPNs and proxies, use incognito mode or different browsers, and clear browser cache and data. The alternative…
-
Chat with Your Dataset using Bayesian Inferences.
Asking questions to your data set has always been interesting.