Remove development neighborhoods
article thumbnail

On Privacy and Personalization in Federated Learning: A Retrospective on the US/UK PETs Challenge

ML @ CMU

TL;DR: We study the use of differential privacy in personalized, cross-silo federated learning ( NeurIPS’22 ), explain how these insights led us to develop a 1st place solution in the US/UK Privacy-Enhancing Technologies (PETs) Prize Challenge , and share challenges and lessons learned along the way.

article thumbnail

Build enterprise-ready generative AI solutions with Cohere foundation models in Amazon Bedrock and Weaviate vector database on AWS Marketplace

AWS Machine Learning Blog

Cohere language models in Amazon Bedrock The Cohere Platform brings language models with state-of-the-art performance to enterprises and developers through a simple API call. Weaviate is used to store and search both vector data and source objects, which simplifies development by eliminating the need to host and integrate separate databases.

AWS 122
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Use Data Enrichment to Supercharge AI

Precisely

Imagine, for example, that you’re developing a predictive model based on retail customers within a specific geographic market. neighborhoods, and industry-specific boundaries. High-integrity data reduces the computational resources required for model development. Boundaries such as governmental (cities, towns, etc.),

AI 118
article thumbnail

FraudGPT: Scammers’ secret to stealing your data

Dataconomy

Not just IT businesses are rushing to develop chatbots with AI. According to the latest news, a developer has created a harmful AI chatbot named “FraudGPT,” which lets people conduct malicious activities. “This innovative gadget will undoubtedly alter the neighborhood and the way you operate forever!”

AI 91
article thumbnail

AI Can Improve Financing Access and Equitability to Disadvantaged Socioeconomic Groups

Smart Data Collective

Policy Map published heat maps detailing the rate that loan applications were denied in both predominantly white and black neighborhoods. In the vast majority of black neighborhoods, over 21% of all loan applications were denied. The vast majority of white neighborhoods had loan rejection rates under 10%.

article thumbnail

The Sam Altman crypto project “Worldcoin” is out

Dataconomy

The Worldcoin software development kit (SDK), which was previously only accessible in beta mode, is now available to developers so they may build tools and applications that use the World ID, the project’s identity system. Sam Altman's Worldcoin salespeople/volunteers/whatever have reached the neighborhood.

article thumbnail

AI Tools Making Space For More Architectural Creativity

Flipboard

For example, tools like ChatGPT and Tactiq not only allow architects to generate meeting minutes, but can assist with drafting neighborhood notices, memos, and more when given the appropriate constraints and prompts. While these tools can be powerful, further development and fine-tuning is needed.

AI 132