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Generative AI, ChatGPT and Large Language Models: A 101

Acuvate

The introduction of ChatGPT and other cutting-edge AI-led data analytics and visualization tools has sparked a lot of buzz in the tech world. The secret to these models’ success is Generative AI, which creates text that sounds remarkably human, enabling business users with data analytics outcomes that feels far more natural.

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Why Small-Scale Data Interventions No Longer Suffice in Forward-Thinking Enterprises

Acuvate

The business world is on the cusp of a transformation, where small-scale data interventions are becoming obsolete. Utilizing data at scale is now the cornerstone of a sustainable future in the digital-first economy. None of this will be possible without a new data mindset geared towards decision automation.

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Goodhart’s Law: When a target becomes its own enemy

Idea to Value

Goodhart’s Law: Enterprising Indians began to breed and farm snakes to kill and get their reward, which was much easier than killing wild snakes, actually increasing the total snake population. In 2015, Google used machine learning to let Google Photos tag faces of friends in uploaded photos. That way it could not die.

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Making a Case for Digital Forensics

Business and Tech

Although there are exciting developments in machine learning, the broad topic of artificial intelligence dates back to the 1950s. Many developments in the pursuit of artificial intelligence have as much to do with finding the right problems to solve as they do with true advancements.

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LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase

Large Language Models (LLMs) such as ChatGPT offer unprecedented potential for complex enterprise applications. However, productionizing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs.

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The Final Perspective: A Composable Innovation Enterprise Framework

Paul Hobcraft

Are we leveraging Artificial Intelligence (AI) or Machine Learning enough from the explosion of data to identify patterns and insights leading to emerging concept creation? So why did I name this “A composable innovation enterprise framework ?

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You can't burn data

Jeffrey Phillips

As the concept of digital transformation takes root, you may frequently hear comparisons between data and oil. This comparison was strong enough to lead Wired magazine to define data as the new oil in a magazine article some years ago. Both data and oil are commodities, and exist to some degree in large volumes.

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