Tag: faang

This paper has been accepted at the Data Problems for Foundation Models workshop at ICLR 2024. Large language models are trained on massive scrapes of the web, which are often unstructured, noisy, and poorly phrased. Current scaling laws show that learning from such data requires an abundance of both compute and data, which grows with …

Read more “Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling”

Imagine that you are a talent acquisition manager at a large corporation, and you’re struggling to find suitable candidates for a critical role. Despite posting the description on multiple job boards, the résumés received are either unqualified or uninteresting. This results in wasted valuable time and resources on manual screening, causing frustration among hiring managers. …

Read more “Revolutionize your talent acquisition strategy: How AI can help you find the right candidates faster”

The global AI governance landscape is complex and rapidly evolving. Key themes and concerns are emerging, however government agencies should get ahead of the game by evaluating their agency-specific priorities and processes. Compliance with official policies through auditing tools and other measures is merely the final step. The groundwork for effectively operationalizing governance is human-centered, …

Read more “AI governance is rapidly evolving — here’s how government agencies must prepare”

Developing next-gen AI agents, exploring new modalities, and pioneering foundational learning

Conformal prediction (CP) for regression can be challenging, especially when the output distribution is heteroscedastic, multimodal, or skewed. Some of the issues can be addressed by estimating a distribution over the output, but in reality, such approaches can be sensitive to estimation error and yield unstable intervals. Here, we circumvent the challenges by converting regression …

Read more “Conformal Prediction via Regression-as-Classification”

In November 2023, the California Privacy Protection Agency (CPPA) released a set of draft regulations on the use of artificial intelligence (AI) and automated decision-making technology (ADMT).  The proposed rules are still in development, but organizations may want to pay close attention to their evolution. Because the state is home to many of the world’s …

Read more “What you need to know about the CCPA rules on AI and automated decision-making technology”