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AI leaderboards are no longer useful. It’s time to switch to Pareto curves.

AI leaderboards are no longer useful. It’s time to switch to Pareto curves.

By Sayash Kapoor, Benedikt Stroebl, Arvind NarayananWhich is the most accurate AI system for generating code? Surprisingly, there isn’t currently a good way to answer questions like these. Based on HumanEval, a widely used benchmark for code generation, the most accurate publicly available system is LDB (short for LLM debugger). But there’s a catch. The most accurate generative AI systems, including LDB, tend to be agents, which repeatedly invoke language models like GPT-4. That means they can be orders of magnitude more costly to run than the models themselves (which are already pretty costly). If we eke out a 2% accuracy…
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Accelerate AI development with MongoDB AWS integration – SiliconANGLE

Accelerate AI development with MongoDB AWS integration – SiliconANGLE

Among several announcements made by MongoDB Inc. today was the news that Atlas Vector Search Integration with Knowledge Bases on Amazon Bedrock had moved into general availability. The move was designed to help accelerate development of generative artificial intelligence applications and build features using fully managed foundation models more easily. “It enables us to have developers use the tools for building the apps that they want to use, knowing full well that they don’t have to leave that console to come to our console to integrate MongoDB,” said Peder Ulander (pictured, left), chief marketing officer of MongoDB. “We’re part of…
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Dell Technologies building AI Factory with Nvidia, growing AI efforts with Hugging Face, Meta and Microsoft

Dell Technologies building AI Factory with Nvidia, growing AI efforts with Hugging Face, Meta and Microsoft

Join us in returning to NYC on June 5th to collaborate with executive leaders in exploring comprehensive methods for auditing AI models regarding bias, performance, and ethical compliance across diverse organizations. Find out how you can attend here. Dell Technologies is growing its generative AI capabilities with a series of new capabilities announced today at the annual Dell Technologies World conference. The Dell AI Factory is the company’s new strategy for technologies and services designed to help make AI adoption simpler, more secure and more economical for enterprises. The offering includes a significant expansion of capabilities with Nvidia, going beyond…
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Discovering the future of AI – Introducing AI Parabellum (an AI tools directory) – AI News

Discovering the future of AI – Introducing AI Parabellum (an AI tools directory) – AI News

As artificial intelligence continues to progress at an unprecedented rate, developing new and innovative AI tools has become crucial for shaping the future of the industry. However, keeping up with all the latest advancements can often feel overwhelming, with new tools emerging every day across diverse domains and applications. This is where AI Parabellum steps in as a one-stop destination to uncover the most cutting-edge AI tools from around the world. As the premier AI tools directory, AI Parabellum aims to bring all innovators and enthusiasts together on a single platform. By spotlighting the top AI tools curated from the…
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