Artificial intelligence, like any transformative technology, is a work in progress - continually growing in its capabilities and its societal impact. Trustworthy AI initiatives recognize the real-world effects that AI can have on people and society, and aim to channel that power responsibly for positive change.
What Is Trustworthy AI? Trustworthy AI is an approach to AI development that prioritizes safety and transparency for those who interact with it. Developers of trustworthy AI understand that no model is perfect, and take steps to help customers and the general public understand how the technology was built, its intended use cases and its limitations.
In addition to complying with privacy and consumer protection laws, trustworthy AI models are tested for safety, security and mitigation of unwanted bias. They're also transparent - providing information such as accuracy benchmarks or a description of the training dataset - to various audiences including regulatory authorities, developers and consumers.
Principles of Trustworthy AI Trustworthy AI principles are foundational to NVIDIA's end-to-end AI development. They have a simple goal: to enable trust and transparency in AI and support the work of partners, customers and developers.
Privacy: Complying With Regulations, Safeguarding Data AI is often described as data hungry. Often, the more data an algorithm is trained on, the more accurate its predictions.
But data has to come from somewhere. To develop trustworthy AI, it's key to consider not just what data is legally available to use, but what data is socially responsible to use.
Developers of AI models that rely on data such as a person's image, voice, artistic work or health records should evaluate whether individuals have provided appropriate consent for their personal information to be used in this way.
For institutions like hospitals and banks, building AI models means balancing the responsibility of keeping patient or customer data private while training a robust algorithm. NVIDIA has created technology that enables federated learning, where researchers develop AI models trained on data from multiple institutions without confidential information leaving a company's private servers.
NVIDIA DGX systems and NVIDIA FLARE software have enabled several federated learning projects in healthcare and financial services, facilitating secure collaboration by multiple data providers on more accurate, generalizable AI models for medical image analysis and fraud detection.
Safety and Security: Avoiding Unintended Harm, Malicious Threats Once deployed, AI systems have real-world impact, so it's essential they perform as intended to preserve user safety.
The freedom to use publicly available AI algorithms creates immense possibilities for positive applications, but also means the technology can be used for unintended purposes.
To help mitigate risks, NVIDIA NeMo Guardrails keeps AI language models on track by allowing enterprise developers to set boundaries for their applications. Topical guardrails ensure that chatbots stick to specific subjects. Safety guardrails set limits on the language and data sources the apps use in their responses. Security guardrails seek to prevent malicious use of a large language model that's connected to third-party applications or application programming interfaces.
NVIDIA Research is working with the DARPA-run SemaFor program to help digital forensics experts identify AI-generated images. Last year, researchers published a novel method for addressing social bias using ChatGPT. They're also creating methods for avatar fingerprinting - a way to detect if someone is using an AI-animated likeness of another individual without their consent.
To protect data and AI applications from security threats, NVIDIA H100 and H200 Tensor Core GPUs are built with confidential computing, which ensures sensitive data is protected while in use, whether deployed on premises, in the cloud or at the edge. NVIDIA Confidential Computing uses hardware-based security methods to ensure unauthorized entities can't view or modify data or applications while they're running - traditionally a time when data is left vulnerable.
Transparency: Making AI Explainable To create a trustworthy AI model, the algorithm can't be a black box - its creators, users and stakeholders must be able to understand how the AI works to trust its results.
Transparency in AI is a set of best practices, tools and design principles that helps users and other stakeholders understand how an AI model was trained and how it works. Explainable AI, or XAI, is a subset of transparency covering tools that inform stakeholders how an AI model makes certain predictions and decisions.
Transparency and XAI are crucial to establishing trust in AI systems, but there's no universal solution to fit every kind of AI model and stakeholder. Finding the right solution involves a systematic approach to identify who the AI affects, analyze the associated risks and implement effective mechanisms to provide information about the AI system.
Retrieval-augmented generation, or RAG, is a technique that advances AI transparency by connecting generative AI services to authoritative external databases, enabling models to cite their sources and provide more accurate answers. NVIDIA is helping developers get started with a RAG workflow that uses the NVIDIA NeMo framework for developing and customizing generative AI models.
NVIDIA is also part of the National Institute of Standards and Technology's U.S. Artificial Intelligence Safety Institute Consortium, or AISIC, to help create tools and standards for responsible AI development and deployment. As a consortium member, NVIDIA will promote trustworthy AI by leveraging best practices for implementing AI model transparency.
And on NVIDIA
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
06/09/2026
June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
01/07/2026
Broadcast Management Group (BMG) has announced the appointment of Kathy Samuels ...
01/07/2026
Shade has announced Custom Objects and Automations, a platform expansion releasing June 29, 2026, that adds database and workflow automation capabilities direct...
01/07/2026
FOR-A America has announced the addition of Jaz Wray and Fernando Cruz to its U.S. sales team. Both report to Ernie Leon, Senior VP and Head of Sales and Strate...
01/07/2026
NBC Sports will air all 15 MLB games nationally on Sunday, July 5, across NBC, P...
01/07/2026
Clear-Com has announced a wireless communications upgrade for Jeopardy! and Wheel of Fortune, deploying FreeSpeak II and FreeSpeak Icon systems across both prod...
01/07/2026
England's performance team will use Sony's STATSports APEX GPS tracking system to monitor player physical data in real time during FIFA World Cup 2026 m...
01/07/2026
Adder Technology has announced the appointment of Neil Hillier as Chief Executive Officer, effective July 1, 2026. Hillier succeeds Adrian Dickens, who transiti...
01/07/2026
Bitcentral, Inc. has announced a strategic transaction creating two separate companies. The Production and Playout business will continue as Bitcentral, now own...
01/07/2026
DAZN has announced results from DAZN48, its creator initiative for the FIFA World Cup 2026. Launched in April 2026, the program received thousands of applicatio...
01/07/2026
Sarah Rose, VP, global services, Daktronics (NASDAQ: DAKT), will be inducted into the Information Display and Entertainment Association (IDEA) Hall of Fame at t...
01/07/2026
Gravity Media and the World Economic Forum's production team provided broadc...
01/07/2026
Insight Productions has announced the launch of Insight Storm, a 53-foot mobile broadcast unit built for esports production. The truck is built around a Ross Vi...
01/07/2026
ESPN has announced several content initiatives marking America's 250th anniversary, as part of The Walt Disney Company's Disney Celebrates America pro...
01/07/2026
Eleven production kits, REMI workflows, and cloud distribution bring 40 World Cu...
01/07/2026
The conference also discussed the opportunities offered an industry that is endu...
01/07/2026
The Mountain West Conference has announced the launch of MW , a direct-to-consumer streaming platform powered by Kiswe. The platform will carry live Mountain We...
01/07/2026
New AI Assistant, Multi-channel Audio, ARA2 improvements & more
Tracktion's DAW software has just received its latest major update, gaining a selection ...
01/07/2026
Stammering, stuttering, strangulated tones
The Crow Hill Company's latest creation promises to be the most original sound set they've produced to d...
01/07/2026
Exclusive run of limited-edition modelling pedals
Sweetwater and Andertons M...
01/07/2026
The National Film and Video Foundation (NFVF) is pleased to announce that the ca...
01/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/07/2026
Manfrotto Introduces UNCOVER, the new premium camera bag collection for modern h...
01/07/2026
Blackmagic Design Powers Houston Tamil Sangam Literacy Competition
Brie Clayton July 1, 2026
0 Comments
Volunteers use ATEM Mini Pro, Blackmagic Desig...
01/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/07/2026
PlayBox Technology has published State of Broadcast Infrastructure 2026, an in-depth industry research report examining the technologies, operational challenges...
01/07/2026
LONDON, UK, 1 JULY Jigsaw24 has appointed Alan Henry as Head of Sales for Media and Entertainment, reinforcing its continued investment in helping broadcaster...
01/07/2026
Content Vault, the patent-pending secure content distribution platform protecting high-value media from disclosures, theft and unauthorised access, today announ...
01/07/2026
Bitcentral, Inc. a leading provider of enterprise software and digital media solutions for news, sports and entertainment broadcasters, as well as streaming pla...
01/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/07/2026
Groundbreaking First Nations Screen Business Accelerator launched through nation...
01/07/2026
Chyron Launches the All-New Chyron Academy: A Reimagined, Hands-On Learning Expe...
01/07/2026
Amplium Captures Kawasaki Brave Thunders Game with Blackmagic URSA Cine Immersiv...
01/07/2026
Boris FX Optics Expands Plugin Support to Apple Photos, Capture One, and Affinit...
01/07/2026
UKTV has today announced the appointment of Matt Berry to the newly created role of General Manager - Marketing, effective 1 July.
Matt will take on this senio...
01/07/2026
Sky Zero Footprint Fund-backed TV campaign featuring Deborah Meaden challenges consumers to rethink everyday bathroom wasteWednesday 1 July 2026
Fussy asks Bri...
01/07/2026
Constituency-level analysis reveals where girls miss out most on sport - and where targeted action could unlock more than £640 million in economic and health be...
01/07/2026
Wuppertal July 1, 2026
Riedel and SKAARHOJ Expand Collaboration With SimplyLive IntegrationRiedel Communications today announced an expanded collaboration wit...
01/07/2026
Apple today introduced power-packed updates to Apple Creator Studio, a groundbre...
Artificial intelligence, like any transformative technology, is a work in progress - continually growing in its capabilities and its societal impact. Trustworthy AI initiatives recognize the real-world effects that AI can have on people and society, and aim to channel that power responsibly for positive change.
