AI Archives - Duality Technologies

February 11th, 2025 by Omer Moran

Posted in AI

Unlocking the Potential of Agentic AI with Privacy-Enhancing Technologies

Generative AI (Gen AI) has dominated AI discussions, but a new concept is emerging: Agentic AI. The evolution of Gen-AI takes us to a new paradigm shift for software development and user interaction, agentic AI combines large language models (LLMs), retrieval-augmented generation (RAG), and structured decision-making to enable autonomous, goal-driven AI systems that interact, adapt,...

November 26th, 2024 by Derek Wood

Posted in AI, Cloud Computing, Computations Genomic Data, Data Service Industries, Financial Crime, Privacy, Security

Paradox or Blessing? Regulations vs Innovation in Data & AI

At first glance, the latest and continuing development of data and AI regulations and frameworks seems to be at odds with both innovators and established enterprises. It’s easy to feel this way when reviewing the growing number of general and cross-border data protection regulations strengthening and emerging around the globe – they’re undeniably restrictive. But...

November 5th, 2024 by Derek Wood

Posted in AI

How to Train Conditional Generative AI

To train a piece of artificial intelligence (AI) is nothing short of an art. It’s a process that involves precise calibrations, scientific understanding, and endless iterations. Generative models are a category of AI that can generate new data from the same statistical distributions as the training data. Such models are often used to produce synthetic...

October 3rd, 2024 by Derek Wood

Posted in AI

7 Ways Generative AI Benefits Cybersecurity

How can generative AI be used in cybersecurity? Generative AI makes cyber security professionals better by automating the work required to do the job effectively. Such benefits range from collectives like industry specific ISACs to internal teams for improved onboarding, proactive threat detection, automated vulnerability assessments, and streamlined incident response. Generative AI also helps reduce...

August 9th, 2024 by Michael Hughes

Posted in AI, Cloud Computing, Privacy, Security

Tags: apple, encrypted computing technology, fhe, Homomorphic encryption, Privacy

Apple’s FHE Announcement: Privacy-led Growth Has Begun

Apple's recent announcement of integrating Homomorphic Encryption (HE) into iOS 18 is a monumental step for privacy. It signifies the coming-of-age for privacy-enhancing technologies, a field once considered theoretical but now becoming a practical necessity in our data-driven world. Duality has a solution that allows anyone to adopt this technology without the expertise and time required to build an in-house solution.

May 23rd, 2024 by Derek Wood

Posted in AI

Duality and the EU AI Act & Article 54

The EU AI Act’s purpose is to “lay down a comprehensive legal framework for the development, marketing, and use of AI in the EU in conformity with EU values, to promote the human-centric and trustworthy AI while ensuring a high level of protection of health, safety and fundamental rights, and support innovation while mitigating harmful...

April 9th, 2024 by Michael Hughes

Posted in AI, Privacy, Security

Tags: data service providers

The Data Dilemma: How Data Services Companies Can Unlock New Value with Privacy-Enhancing Technologies

"The future of the data-driven economy hinges on privacy. PETs enable data services companies to harness the power of their data and AI models responsibly – a win-win for businesses and consumers alike." Learn how Secure AI Collaboration can help your data service business 1. Unlock New Revenue Streams 2. Build Trust and Compliance 3. Drive Data-Fueled Innovation

April 4th, 2024 by Derek Wood

Posted in AI, Post, Privacy, Security

9 Principles of an AI Governance Framework

What is AI Governance? With the rise of generative AI, there is a growing need for established criteria to ensure that AI technologies and models adhere to ethical standards, regulatory compliance practices, IP protection, and privacy concerns. This is where AI governance serves as a bridge between technological potential and ethical responsibility. AI governance refers...

April 1st, 2024 by Derek Wood

Posted in AI

Challenges When Building and Monetizing an Inference Model

Inference models offer tremendous potential for businesses to gain insights and boost revenue. But let’s face it: creating and profiting from these machine learning models isn’t a walk in the park. It takes a mix of technical know-how, smart strategy, and an understanding of the market. So, what challenges might you face when you’re developing...

March 29th, 2024 by Derek Wood

Posted in AI, Privacy, Security

Challenges with Implementing and Using Inference Models

Executive Summary As machine learning and artificial intelligence become integrated into organizational and government processes and strategies, their use across various sectors has become much more widespread. However, as their adoption grows, so too do the privacy concerns associated with utilizing vast amounts of data for model training and inferencing. Navigating the balance between leveraging...

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