Articles

An Integrated Approach to Securing AI

As artificial intelligence (AI) continues to expand across various sectors, securing these systems against potential threats has become increasingly important. Our previous article, A Blueprint for ...

A Blueprint for Defensible AI

The rapid evolution of artificial intelligence (AI) and emerging regulations has created the demand for robust frameworks and standards to ensure AI’s responsible and effective deployment. To achieve ...

Learn the Basics of Data Tokenization and Linkage

Increasingly, organizations are looking to link different data assets at the level of specific people to drive benefits for both business and society. To do this safely, they must also ensure they ...

Managing Risks Associated with Linking De-identified Datasets

When linking datasets from different sources to build out a rich and detailed data lake, some less obvious privacy and compliance impacts can arise, even if the datasets being linked are ...

Understanding Re-identification Risk when Linking Multiple Datasets

Many healthcare organizations pool datasets from different sources to build a more complete picture of a patient’s health and treatment. The resulting datasets are invaluable for gathering insights ...

Will ChatGPT Put Data Sharing at Risk?

Large language models (LLMs) have emerged as transformative tools, reshaping the landscape of natural language processing and understanding. Models of this type (such as BERT, LLaMA, and GPT-4) have ...

4 Ways Organizations Can Think About Data Sharing

Here are four micro-stories showcasing how our clients are safely and effectively unlocking value from structured and unstructured data.

Good Governance for Anonymized Data

Anonymized data can be a valuable resource for advancing research and achieving socially and organizationally beneficial outcomes. Effective and responsible use of anonymized data entails the ...

Advancing Privacy-Enhancing Technologies

There is a tremendous opportunity to use data safely and responsibility to the benefit of people and society. We see an increasing need for the integration and deployment of suites of tools that are ...

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