AI safety evals often involve exchanging sensitive information, creating privacy & security challenges. While computation methods have been proposed to provide mutual confidentiality, their practical feasibility remains unproven. This post presents a pilot experiment of secure enclaves for AI evals.
TLDR - EleutherAI and OpenMined conducted a demonstration project to show how third-party evaluators can query a non-public AI training data
Interview with Aziz Berkay YesilyurtGithub: @abyesilyurt Where are you based? I am based in the Netherlands, somewhere in the Randstad ar
In our last post, we ran a machine learning experiment using PySyft to study heart disease. Now, we’ll enhance that by implementing a Federated Learning example with the same medical datasets. The best part? We can do this in just 10 lines of code, thanks to a new gem in the PySyft API!
Everybody working with data knows the unwritten rule in data science: the more data, the better! However, with medical data, accessing even
Interview with Vishnu Asutosh DasuGithub:@vdasu Where are you based? State College, Pennsylvania. What do you do (i.e. studying, working,
Data is key for research! But sharing data is never simple! The new PySyft 0.9 is key to unlock the full potential of research data by bridging the gap between data holders and researchers. In this post we will discover how!
Interview with Ajinkya K MulayGithub: @thehimalayanleo Where are you based? Bay Area in the US.What do you do (i.e. studying, working, et
Interview with Dave BuckleyGithub: @dbckz Where are you based? I’m in London, UK What do you do (i.e. studying, working, etc.)? “Mum, can y
Interview with Sameer WaghGithub: @snwagh Where are you based? I am based in New York. What do you do (i.e. studying, working, etc.)? Well,
Interview with Ivoline NgongGithub: @ivyclare Where are you based? USA What do you do (i.e. studying, working, etc.)? I am a Computer Sci
Interview with Peter SmithGithub: @hellopetersmith Where are you based? Nashville, TN USA What do you do (i.e. studying, working, etc.)?
Interview with Oleksandr LytvynGithub: @letv3 Where are you based? I am from Bratislava, Slovakia. What do you do (i.e. studying, workin
Interview with Julian CardonnetGithub: @jcardonnet Where are you based? Tandil, Argentina What do you do (i.e. studying, working, etc.)? Be
Congratulations to all of our R5Q3 Padawan Program Graduates! We are thrilled to recognize our Graduates of OpenMined's Padawan Program
Interview with Khoa Duy NguyenGithub: @khoaguin Where are you based? Currently, I am based in Dalat, a beautiful mountain town in Vietnam.
Interview with Theresa ThoraldsonGithub: @tthoraldson Where are you based? Minneapolis, MN, USAWhat do you do (i.e. studying, working, etc.
Congratulations to all of our R4Q2 Padawan Program Graduates! We are thrilled to recognize our Graduates of OpenMined's Padawan Program
Interview with Carmen PopaGithub: @Poppy22 Where are you based? It depends on what bank institution is asking - I was born in Romania, I am
Nvidia recently released its Federated Learning Application Runtime Environment, NVFlare to help developers easily bring federated learni
With so many options for privacy enhancing technologies (PETs), it is hard to choose which is correct for your project. Questions abound ab
Interview with Jack BandyGithub: @jackbandy Where are you based? Chicago, Illinois (🔜 Lexington, Kentucky) What do you do (i.e. studying,
A gentle introduction to Deep Learning and its associated terms along with Implementation in Tensorflow and Keras. - Part 1 What is Deep Lea
Interview with Shubham GuptaGithub: @shubham3121 Where are you based? Lucknow, India. What do you do (i.e. studying, working, etc.)? I’m c
