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4 ways to enable explainability in generative AI

CIO

Now, ironically, the art world is being disrupted by emerging technology–specifically generative AI tools such as OpenAI’s ChatGPT, Google’s Bard, and Meta’s LLaMa. Art, business, and generative AI Art has existed since the dawn of humankind, giving us a window into history and stories waiting to be revealed.

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What LinkedIn learned leveraging LLMs for its billion users

CIO

For the business- and employment-focused social media platform, connecting qualified candidates with potential employers to help fill job openings is core business. So the social media giant launched a generative AI journey and is now reporting the results of its experience leveraging Microsoft’s Azure OpenAI Service.

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Thinking of hibernating through the metaverse winter?

CIO

The “winter” analogy will be familiar to anyone involved with AI over the decades as interest and funding cooled and warmed in pendulum swings. During AI winters , devoted innovators persevered, even without concurrence about what AI was and is. Alternate identities : Personas or representations of users in digital form.

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Simplify data prep for generative AI with Amazon SageMaker Data Wrangler

AWS Machine Learning - AI

Generative artificial intelligence ( generative AI ) models have demonstrated impressive capabilities in generating high-quality text, images, and other content. However, these models require massive amounts of clean, structured training data to reach their full potential. Follow the guidelines for model access.

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A CISO POV: Securing AI in your company

CIO

In my recent column, I delved into the challenges enterprises face in integrating AI into the workplace and outlined strategies for CISOs to monitor or control the use of AI effectively. The focus was on ensuring safe generative AI practices within organizations. How has AI penetrated the typical enterprise?

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Rackspace’s CTO takes a broad view of sustainability

CIO

Economic sustainability is about fair and equal access to employment, broadband networks, and other technology resources, while the third pillar, equitable sustainability, involves removing or reducing bias in the flood of data and algorithms underpinning applications, particularly in emerging generative AI models, he says.

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Optimizing the Value of AI Solutions for the Public Sector

Cloudera

Predictably, the roundtable participants I spoke with were guardedly optimistic about the potential for generative AI to accelerate their agency’s mission. As also expected, most had experimented on their own with large language models (LLM) and image generators. Start with narrow, low-risk use cases. Improve dataset quality.