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Reduce ML training costs with Amazon SageMaker HyperPod

AWS Machine Learning - AI

Training a frontier model is highly compute-intensive, requiring a distributed system of hundreds, or thousands, of accelerated instances running for several weeks or months to complete a single job. For example, pre-training the Llama 3 70B model with 15 trillion training tokens took 6.5 During the training of Llama 3.1

Training 117
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AI-native software engineering may be closer than developers think

CIO

Developers unimpressed by the early returns of generative AI for coding take note: Software development is headed toward a new era, when most code will be written by AI agents and reviewed by experienced developers, Gartner predicts. Walsh acknowledges that the current crop of AI coding assistants has gotten mixed reviews so far.

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Strategies for Attracting and Retaining Top Talent in a Competitive Market

N2Growth Blog

To attract and retain top-tier talent in a competitive market, organizations must adopt innovative strategies that help identify the right candidates and create a cultural environment where they can thrive. Glassdoor revealed that 79% of adults would review a company’s mission and purpose before considering a role there.

Strategy 163
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Accelerate AWS Well-Architected reviews with Generative AI

AWS Machine Learning - AI

As systems scale, conducting thorough AWS Well-Architected Framework Reviews (WAFRs) becomes even more crucial, offering deeper insights and strategic value to help organizations optimize their growing cloud environments. In this post, we explore a generative AI solution leveraging Amazon Bedrock to streamline the WAFR process.

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Dulling the impact of AI-fueled cyber threats with AI

CIO

While LLMs are trained on large amounts of information, they have expanded the attack surface for businesses. From prompt injections to poisoning training data, these critical vulnerabilities are ripe for exploitation, potentially leading to increased security risks for businesses deploying GenAI.

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The key to operational AI: Modern data architecture

CIO

From customer service chatbots to marketing teams analyzing call center data, the majority of enterprises—about 90% according to recent data —have begun exploring AI. Technology: The workloads a system supports when training models differ from those in the implementation phase.

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Freshworks lays off 660 — about 13 percent of its global workforce — despite strong earnings, profits

CIO

We began by combining teams focused on customer experience (CX) products, including support, sales and marketing, and reallocating people and investments to prioritize our fastest growing employee experience (EX) business. This is “the start of a continued wave of layoffs across industries due to advancements in AI.