Read the latest from Limina

Natural Language v. Regex: The Context wars

Regexes are highly effective in the perfect world of computer data, but unfortunately the real world is much more complicated.

Navigating Compliance with Quebec’s Act Respecting Health and Social Services Information Through Private AI’s De-identification Technology

Quebec’s new Act Respecting Health and Social Services Information (ARHSSI) introduces a notable tightening of data privacy requirements within the province, with a distinct emphasis on safeguarding health and social services information.

Navigating GDPR Compliance in the Life Cycle of LLM-Based Solutions

In today’s data-driven landscape, the use of AI-based solutions, such as ChatGPT, has become increasingly prevalent.

Navigating the Future of AI: Responsibility, Regulation, and Generative AI Impact (Part 1/3)

The promise of AI extends far beyond convenience. The technology holds the potential to revolutionize government operations, enhance cybersecurity, and transform citizen experiences, thus improving the quality of human life.

Migrating Your Privacy Workflows from Amazon Comprehend to Private AI

At Private AI, we pride ourselves on making scalable solutions for large companies, small businesses, and government institutions that need to securely handle the potentially sensitive data and information that is flowing through their infrastructure.

Navigating the New Frontier of Data Privacy: Protecting Confidential Company Information in the Age of AI

Artificial intelligence and large language models (LLMs) are transforming the way we work, and the boundaries of data privacy are being tested like never before. While most organizations have measures in place to secure their proprietary algorithms and internal data repositories, there’s a growing challenge that can’t be overlooked: the uncontrolled sharing of Confidential Company Information (CCI) by users interacting with third-party AI systems.

Navigating the Privacy Paradox: A Guide to Ethical Fine-Tuning of Large Language Models

In the field of artificial intelligence, Large Language Models (LLMs) such as GPT-4 stand out as a major innovation, proving useful in a range of areas including automated customer support and creative content generation.

New York's Acceptable Use of AI Policy: A Focus on Privacy Obligations

New York State has taken a step towards ensuring responsible and ethical use of Artificial Intelligence (AI) technologies in the public sector through its newly established Acceptable Use of Artificial Intelligence Technologies policy.

New Zealand's Privacy Act 2020 and How it Compares to the GDPR

NVIDIA DALI: Speeding up PyTorch

Some techniques to improve DALI resource usage & create a completely CPU-based pipeline.

News from NIST: Dioptra, AI Risk Management Framework (AI RMF) Generative AI Profile, and How PII Identification and Redaction can Support Suggested Best Practices

Acting on its obligations flowing from a 2023 Executive Order, the US Department of Commerce’s National Institute of Standards and Technology (NIST) has recently released two new tools to aid companies developing Generative AI models (GenAI) do so responsibly and securely.

PII Redaction for Reviews Data: Ensuring Privacy Compliance when Using Review APIs

User reviews have become a crucial element for businesses seeking to understand consumer sentiment, improve products, and build trust with their audience.

Parameter Prediction & Training Without SGD with Prof. Graham Taylor

Part 1: Homomorphic Encryption for Beginners

We cover the basics of homomorphic encryption, followed by a brief overview of open source HE libraries and a tutorial on how to use one of those libraries (namely, PALISADE).

Perfecting privacy: Private AI secures $8M USD in funding to expand their “Privacy Layer for Software”

Private AI’s solution gets to the root of the problem by identifying, removing, and replacing personal data with an unparalleled level of accuracy. With $8 million secured in Series A funding, they have begun expanding their operations across Europe and investing in product enhancements, such as the forthcoming self-service platform.