Data-driven beauty: How The Estée Lauder Companies unlocks insights with ChatGPT

Dealing with rater disagreement is becoming more important in AI, especially for LLMs and in specialized domains such as health. In the past year, I helped open source two datasets allowing to study rater disagreement in the health domain: a relabeling of MedQA, a key benchmark for evaluating medical LLMs, and a dataset including differential diagnosis ratings for skin condition classification. Both are available on GitHub. The post Open-Sourcing Relabeled MedQA and Dermatology DDx Datasets appeared first on David Stutz.

Seemingly minor technical decisions can have life-or-death effects

Using interpretations of SAE latents to simulate activations.

In this article, I want to share some thoughts on the difference between research ideas and technology, particularly in machine learning. This distinction is have been contemplating since starting my PhD. After joining Google DeepMind and being involved in product releases such as SynthID, I realized that it can be useful to distinguish between research ideas and technology in many projects, both in industry and academia. The post Thinking About Research Ideas vs. Technology appeared first on David Stutz.

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Promega's top-down adoption of ChatGPT accelerates manufacturing, sales, and marketing

An overview of the minetester and preliminary work

Put AI to Work for Marketing Teams

A factuality benchmark called SimpleQA that measures the ability for language models to answer short, fact-seeking questions.

Decagon and OpenAI deliver high-performance, fully automated customer support at scale

OpenAI’s approach to AI and national security

We’ve simplified, stabilized, and scaled continuous-time consistency models, achieving comparable sample quality to leading diffusion models, while using only two sampling steps.

OpenAI appoints Scott Schools as Chief Compliance Officer

Dr. Ronnie Chatterji named OpenAI’s first Chief Economist

OpenAI and the Lenfest Institute AI Collaborative and Fellowship program

In this video, we share how the o1 reasoning models can help in domains like coding, strategy, and research.

We've analyzed how ChatGPT responds to users based on their name, using AI research assistants to protect privacy.

Interim report on ongoing work on mechanistic anomaly detection