Improving Trust in AI and Online Communities with PaLM-based Moderation

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To empower developers to identify sensitive content in a rapidly changing media environment, we are excited to announce Text Moderationpowered by PaLM 2, available through the Cloud Natural Language API. Built in collaboration with Jigsaw and Google Research, Text Moderation helps organizations scan for sensitive or harmful content. Here are some examples of how the …

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TSMixer: An all-MLP architecture for time series forecasting

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Posted by Si-An Chen, Student Researcher, Cloud AI Team, and Chun-Liang Li, Research Scientist, Cloud AI Team Time series forecasting is critical to various real-world applications, from demand forecasting to pandemic spread prediction. In multivariate time series forecasting (forecasting multiple variants at the same time), one can split existing methods into two categories: univariate models …

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What is the vulnerability management process?

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Modern enterprise networks are vast systems of remote and on-premises endpoints, locally installed software, cloud apps, and third-party services. Every one of these assets plays a vital role in business operations—and any of them could contain vulnerabilities that threat actors can use to sow chaos. Organizations rely on the vulnerability management process to head off these cyberthreats before …

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TSMixer: An all-MLP architecture for time series forecasting

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Posted by Si-An Chen, Student Researcher, Cloud AI Team, and Chun-Liang Li, Research Scientist, Cloud AI Team Time series forecasting is critical to various real-world applications, from demand forecasting to pandemic spread prediction. In multivariate time series forecasting (forecasting multiple variants at the same time), one can split existing methods into two categories: univariate models …

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Build a secure enterprise application with Generative AI and RAG using Amazon SageMaker JumpStart

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Generative AI is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music. It’s powered by large language models (LLMs) that are pre-trained on vast amounts of data and commonly referred to as foundation models (FMs). With the advent of these LLMs or FMs, customers can simply …

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ListenField enables farmers to harvest the benefits of AI and machine learning

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When I was growing up in Thailand, I witnessed the challenges facing farmers including rising food demand, shortage of labor, and uneven crop yields caused by climate change. As a result, many smallholder farmers found themselves trapped in a vicious circle, unable to reduce food insecurity due to low yields, but lacking the resources to …

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Transforming financial transparency and trust through integrated resource planning

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Athabasca University (AU), Canada’s Open University, is dedicated to removing barriers that restrict access and success within university-level study and increasing equality of educational opportunities for adult learners worldwide. To support their mission, AU defined their “Imagine” Strategy, which was a five-year plan outlining strategic priority outcomes for the institution. Underpinning the execution and ensuring …

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Build a generative AI-based content moderation solution on Amazon SageMaker JumpStart

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Content moderation plays a pivotal role in maintaining online safety and upholding the values and standards of websites and social media platforms. Its significance is underscored by the protection it provides users from exposure to inappropriate content, safeguarding their well-being in digital spaces. For example, in the advertising industry, content moderation serves to shield brands …

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How Resistant AI uses Document AI for fraud-resilient automated document processing

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Moving from manual to automated document processing has been one of the great success stories of AI, removing countless hours of repetitive, error-prone manual labor, and freeing people up to focus on delivering real value. Google Cloud’s Document AI has been a key part of this success.  But new ways of taking in documents can …

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Types of cyberthreats

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In the simplest sense, a cybersecurity threat, or cyberthreat, is an indication that a hacker or malicious actor is attempting to gain unauthorized access to a network for the purpose of launching a cyberattack. Cyberthreats can range from the obvious, such as an email from a foreign potentate offering a small fortune if you’ll just …

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