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March 27, 2024

Essential Elements to Ensure Effective AI Adoption in the U.S. Government

The world is heavily investing in AI because of the potential economic and societal benefits. However, government funding prioritizes research, incremental improvements for existing programs, or pilots. Congress must also fund new AI initiatives to unlock the benefits.

March 18, 2024

Optimizing Open-Source Model Hosting with LLM Engine

Fine-tuning and serving LLMs in the cloud is an expensive operation that requires experience in both cloud infrastructure and machine learning. Learn how to optimize model hosting with LLM Engine, both an open-source package and a core component of Scale GenAI Platform.

March 7, 2024

Introducing WMDP: Measuring and Mitigating Catastrophic Risk Potential from LLMs

In partnership with the Center for AI Safety, Scale is proud to publish a novel safety evaluation benchmark for large language models: the Weapons of Mass Destruction Proxy (WMDP).

February 20, 2024

Scale AI Partners with DoD’s Chief Digital and Artificial Intelligence Office (CDAO) to Test and Evaluate LLMs

Scale AI, the leading test and evaluation (T&E) partner for frontier artificial intelligence companies, is proud to share that we are partnering with the U.S. Department of Defense’s (DoD) Chief Digital and Artificial Intelligence Office (CDAO) to create a comprehensive T&E framework for the resp...

February 13, 2024

Accelerate Generative AI Across Your Enterprise with Scale GenAI Platform

2023 ushered in a wave of excitement about Large Language Models (LLMs) and became the year of the Generative AI proof-of-concept. Enterprises experimented with Generative AI and explored how it may impact their business. According to BCG,

February 8, 2024

Scale AI Joins U.S. Artificial Intelligence Safety Institute Consortium

Scale AI is proud to announce a new collaboration with the National Institute of Standards and Technology (NIST) in the Artificial Intelligence Safety Institute Consortium (AISIC) to develop science-based and empirically backed guidelines and standards for AI....

January 30, 2024

Unraveling the Mysteries of Inter-Rater Reliability

Imagine you have submitted a research paper to a leading conference in the field of AI. Several reviewers will assess your work, each providing a rating from a set of four categories: accept, weak accept, weak reject, and reject.

January 24, 2024

2024: The Year of AI Implementation and Legislation

As we step into 2024, it is clear that artificial intelligence (AI) will continue to dominate global government discussions. Last year saw over 100 new requirements for the federal governments from the Executive Order, OMB implementation memo, and NDAA....

December 21, 2023

Scale AI and Austin Community College Host First Public Sector Generative AI Hackathon

Scale AI and Austin Community College District (ACC) recently teamed up to host a hackathon that enabled participants to craft prototypes with practical applications using Donovan, Scale’s AI-powered digital staff assistant. The hackathon, held on December 12 at the ACC Rio Grande Campus ACCelerator

December 12, 2023

Efficient and Effective Fine-Tuning Using Mixture-of-Experts PEFT

At Scale, we have always believed that building custom LLMs through fine-tuning is key to unlocking greater performance for any given organization’s specific use case. We work with enterprise customers to implement cutting-edge enterprise Generative AI solutions, combining the best large language...

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