Category: FAANG

This paper considers the learning of logical (Boolean) functions with focus on the generalization on the unseen (GOTU) setting, a strong case of out-of-distribution generalization. This is motivated by the fact that the rich combinatorial nature of data in certain reasoning tasks (e.g., arithmetic/logic) makes representative data sampling challenging, and learning successfully under GOTU gives …

Read more “Generalization on the Unseen, Logic Reasoning and Degree Curriculum”

This week, we’re thrilled to bring together thousands of IBM clients, partners, business leaders and stakeholders at our annual Think® Conference being held in Orlando, Florida. For IBM, Think is all about how we support organizations in their digital transformation and help them compete in their markets via the use of technological innovation. There’s a …

Read more “How IBM is helping organizations accelerate their adoption of intelligent automation solutions”

Over the past decade, artificial intelligence has evolved from experimental prototypes and early successes to mainstream enterprise use. And the recent advancements in generative AI have begun to change the way we create, connect, and collaborate. As Google CEO Sundar Pichai said in his keynote, every business and organization is thinking about how to drive …

Read more “At Google I/O, generative AI gets to work”

Artificial intelligence is teaming with crowdsourcing to improve mRNA vaccines’ thermostability — the ability to avoid breaking down under heat stress — making distribution more accessible worldwide. In this episode of the NVIDIA AI Podcast, host Noah Kravitz interviews Bojan Tunguz, a physicist and senior system software engineer, and Johnny Israeli, senior manager of AI …

Read more “How AI and Crowdsourcing Can Advance mRNA Vaccine Distribution”

TL;DR We’re all FUCKED, actually ! Note: This is a conversation with GPT-4 regarding its capabilities and limits. Would you consider the success and progress of AI and LLMs (large language models) to be more akin to the introduction of electricity or more like the first working telephone? The development and success of AI and …

Read more “Is AI electricity or the telephone?”

We use GPT-4 to automatically write explanations for the behavior of neurons in large language models and to score those explanations. We release a dataset of these (imperfect) explanations and scores for every neuron in GPT-2.