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Artificial Intelligence (AI) is the field developing computers and robots capable of parsing data contextually to provide requested information, supply analysis, or trigger events based on findings. Through techniques like machine learning and neural networks, companies globally are investing in teaching machines to ‘think’ more like humans. Below are some of the latest AI news from the industry:
Using transcription confidence scores to improve slot filling in Amazon Lex
When building voice-enabled chatbots with Amazon Lex, one of the biggest challenges is accurately capturing user speech input for slot values. For example, when a user needs to provide their account number or confirmation code, speech recognition accuracy becomes crucial. This is where transcription confidence scores come in to help ensure reliable slot fill ...
60 of our biggest AI announcements in 2024
Recap some of Google’s biggest AI news from 2024, including moments from Gemini, NotebookLM, Search and more.Read More
Improving Retrieval Augmented Generation accuracy with GraphRAG
Customers need better accuracy to take generative AI applications into production. In a world where decisions are increasingly data-driven, the integrity and reliability of information are paramount. To address this, customers often begin by enhancing generative AI accuracy through vector-based retrieval systems and the Retrieval Augmented Generation (RAG) a ...
PyTorch Grows as the Dominant Open Source Framework for AI and ML: 2024 Year in Review
This past year was a monumental year for PyTorch from major releases to the flagship PyTorch Conference. We’ve seen incredible growth in contributions from more than 3,500 individuals and 3,000 organizations. It’s safe to say PyTorch has now become the dominant deep learning framework for AI/ML. PyTorch leads the model training space with a 63% adoption rat ...
AIOpsLab: Building AI agents for autonomous clouds
In our increasingly complex digital landscape, enterprises and cloud providers face significant challenges in the development, deployment, and maintenance of sophisticated IT applications. The broad adoption of microservices and cloud-based serverless architecture has streamlined certain aspects of application development while simultaneously introducing a h ...
The latest AI news we announced in December
Here are Google’s latest AI updates from December including Gemini 2.0, GenCast, and Willow.Read More
Amazon Research Awards recipients announced
Awardees, who represent 10 universities, have access to Amazon public datasets, along with AWS AI/ML services and tools.Read More
Improve RAG performance with torch.compile on AWS Graviton Processors
Large Language Models (LLMs) are trained on vast volumes of data and use billions of parameters to support tasks like answering questions, translating languages, and completing sentences. There are a few challenges when working with LLMs such as domain knowledge gaps, factuality issues, and hallucination, which affect their reliability especially for the fie ...