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Shocking! Yahoo’s data breach

Beyond Philosophy

If you aren’t sure this is true, then ask yourself: would I open a Yahoo email account today? It’s because 500 million of Yahoo’s account users’ names, email addresses, telephone numbers, birth dates, scrambled passwords, and security questions are in the wind. Yahoo’s new email account set up is also quiet today.

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Enhance customer support with Amazon Bedrock Agents by integrating enterprise data APIs

AWS Machine Learning

AI agents , powered by large language models (LLMs), can analyze complex customer inquiries, access multiple data sources, and deliver relevant, detailed responses. In this post, we guide you through integrating Amazon Bedrock Agents with enterprise data APIs to create more personalized and effective customer support experiences.

APIs 131
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Be Warned: You Can’t Rely On Big Data!

Beyond Philosophy

I’ve been reading about Big Data’s foray into “Journey Analytics.” Journey analytics seeks to improve customer experience by collecting data at each point on a customer’s journey and mapping customers’ paths – whether they lead to a purchase or not. And linking data points throughout a journey is a step in the right direction.

Big data 284
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Responsible AI in action: How Data Reply red teaming supports generative AI safety on AWS

AWS Machine Learning

At Data Reply and AWS, we are committed to helping organizations embrace the transformative opportunities generative AI presents, while fostering the safe, responsible, and trustworthy development of AI systems. These potential vulnerabilities could be exploited by adversaries through various threat vectors.

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Generate training data and cost-effectively train categorical models with Amazon Bedrock

AWS Machine Learning

In this post, we explore how you can use Amazon Bedrock to generate high-quality categorical ground truth data, which is crucial for training machine learning (ML) models in a cost-sensitive environment. For the multiclass classification problem to label support case data, synthetic data generation can quickly result in overfitting.

Education 113
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It’s all about context stupid! Why most businesses fail to take this into account

Beyond Philosophy

They were asking for the account number right off the bat. The senior managers thought customers would be ready to present their account numbers upon getting through the call center queue. The quicker the call center employee had the account number, the faster they could resolve the issue and have their employee process another call.

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Discover the Actual Number of People You Can Effectively Manage

Beyond Philosophy

Let’s imagine that you’re an account manager with 200 customers. If you know that 80 percent of your revenue comes from 20 percent of those customers, what do you think happens to the other 80 percent that only accounts for 20 percent of the revenue? Control the number of accounts your team manages and how they spend their time.