The Responsible AI Blog

Machine Learning models: Learn key challenges and solutions in data privacy, ethical & societal implications to unlock Gen AI's full potential. Read more!

October 31, 2024

Generative AI: Human’s Role in 2024 and Beyond

Explore the role of humans in generative AI, human and AI collaboration, and how generative AI tools reshape skills, ethics, and the future of work.

October 24, 2024

Generative AI: Predictions for 2024 and Beyond

Generative AI is transforming industries. Discover key predictions for 2024 and beyond to stay ahead of trends. Read more & drive future innovation!

October 17, 2024

Generative AI: Creating Value in 2024 and Beyond

Generative AI value is reshaping industries with real world applications. Discover strategies for leveraging AI to drive business innovation. Explore more!

October 3, 2024

AI Innovation and Awareness: A Growing Disconnect

Explore how the gap between AI innovation and awareness can lead to risks, and discover ways to bridge this divide for a responsible AI-driven future.

September 30, 2024

Governing Generative AI in Finance: A Balanced Approach

Generative AI is transforming finance by improving forecasts, automating reports, enhancing market insights, streamlining contract management and detecting fraud.

September 26, 2024

AI Agents: Future Evolution

Discover the captivating future of AI agents & the impact their evolution could have across industries. Prepare for the transformative possibilities ahead.

September 19, 2024

AI Agents: Potential Risks

Discover the risks associated with AI agents, including decision-making vulnerabilities, misuse & overreliance. Learn how to navigate these risks effectively.

September 17, 2024

The Strategic Necessity of Human Oversight in AI Systems

Explore the critical role of human oversight in AI systems. Learn how effective oversight prevents biases & ensures AI aligns with ethical standards.

September 12, 2024

AI Agents: AI Agents at Work

AI Agents at work: an exploration of several use cases in which AI agents can prove useful in real-world business settings.

September 10, 2024

Who is Accountable for AI: The Role of Stakeholder Engagement in Responsible AI

Learn more about the role of responsible AI team collaboration and its influence on AI accountability.

September 6, 2024

Lumenova AI Achieves ISO/IEC 27001:2022 Certification

Lumenova AI achieves ISO/IEC 27001:2022 certification, reinforcing our commitment to data security. Learn more about this milestone on our blog.

September 5, 2024

AI Agents: Introduction to Agentic AI Models

An overview of AI agents: what are they, what are they capable of, and why should we be using them?

August 29, 2024

Existential and Systemic AI Risks: Prevention and Evaluation

Our latest blog explores high-level tactics for preventing and evaluating systemic and existential AI risks. Read more!

August 27, 2024

Overreliance on AI: Addressing Automation Bias Today

Discover how to prevent overreliance on AI & combat automation bias in your organization with Lumenova. Read now to strengthen your decision-making processes.

August 22, 2024

SOC 2 Type II successfully completed, for the second year

Request a demo to discover how Lumenova AI’s enhanced security & compliance measures can benefit your organization. Let's build a more secure AI future!

August 15, 2024

Existential and Systemic AI Risks: Existential Risks

Discover AI-driven existential risks, including threats from malicious AI actors, AI agents, and loss of control scenarios. Read more!

August 13, 2024

Existential and Systemic AI Risks: Systemic Risks

Explore the systemic risks AI inspires across societal, organizational, and environmental domains. Join Lumenova in exploring these complex scenarios.

August 8, 2024

Existential and Systemic AI Risks: A Brief Introduction

Explore the critical issues surrounding existential and systemic AI risks in our brief introduction. Join Lumenova as we delve into these complex scenarios.

August 1, 2024

What is Retrieval-Augmented Generation (RAG)?

AI Risk Management Responsible AI

Discover how Retrieval-Augmented Generation (RAG) can enhance Large Language Models and add real value to your business.

July 23, 2024

Fairness and Bias in Machine Learning: Definition and Mitigation Strategies

Reducing bias and ensuring fairness in machine learning can lead to equitable outcomes where technology benefits everyone.

July 16, 2024

AI Risk Management: Ensuring Data Privacy & Security

Learn AI risk management strategies for data privacy & security, including AI risks, policies, proactive measures, security practices & regulatory compliance.

July 11, 2024

Connecticut Senate Bill 2: An Act Concerning AI

Explore Connecticut Senate Bill 2, a comprehensive AI regulation that aims to ensure transparency, accountability, and consumer protection in high-risk AI deployment & development.

July 5, 2024

What Might Your AI Risk Management Radar Miss?

Explore hidden AI risks and proactive strategies for comprehensive AI risk management. Stay ahead with insights on safeguarding your AI systems.

July 2, 2024

Adversarial Attacks in ML: Detection & Defense Strategies

Learn how adversarial machine learning exploits vulnerabilities. Explore seven cutting-edge defensive strategies for mitigating AML-driven threats.

June 27, 2024

California Senate Bill 1047

Explore California Senate Bill 1047, focusing on regulations for Frontier AI models. Learn how it emphasizes safety, security and responsible AI innovation.

June 25, 2024

Achieving EU AI Act Compliance with Lumenova AI's Risk Management Platform

Achieve EU AI Act compliance and manage risks with certainty using Lumenova AI’s risk management platform for transparent and responsible AI deployment.

June 20, 2024

AI Policy Analysis: European Union vs. United States

Discover the policy comparison between the European Union and US. Find out how each entity's policies impact AI innovation & governance on a global scale.

June 18, 2024

Managing AI Generated Content: Legal & Ethical Complexities

Learn what AI generated content is & why AI generated content can harm your organization! Find out if you can copyright ai generated content. Read more.

June 13, 2024

The Intersection Between AI Ethics and AI Governance

Explore how ethics intertwine with AI governance. Learn why an 'ethics-first' approach is imperative for creating effective & resilient AI systems. Dive in now!

June 6, 2024

Perspectives on AI Governance: Do's and Don'ts

Explore essential do's and don'ts for building effective AI governance practices. Learn how to proactively manage AI risks and unlock its potential.

June 4, 2024

Understand Your AI: Compliance & Regulatory Insights for AI in Banking

Lumenova’s Responsible AI platform provides a holistic approach to address the use of AI in Banking, helping you enhance efficiency and customer experience.

May 30, 2024

Perspectives on AI Governance: AI Governance Frameworks

Curious to learn how to integrate the AI Governance Frameworks into your business for compliant AI operations? Read more about the latest industry insights!

May 28, 2024

AI Risk Management: Transparency & Accountability

Curious to learn more about AI risk management? Stay with us and discover AI and machine learning challenges & AI models and data risk management.

May 23, 2024

Colorado Senate Bill 24-205: Algorithmic Discrimination Protection

Colorado’s Senate Bill 24-205 is here to promote fairness in AI. Discover how this law ensures more equitable AI practices & what you can do to stay compliant.

May 21, 2024

Harnessing Trust with Responsible Generative AI

Explore the responsible AI definition with us. Understand responsible AI use and why are responsible AI practices important to an organization.

May 16, 2024

NYC Local Law 144 and Bias Audit Regulation

Dive into our blog post to learn everything you need to know about NYC Local Law 144 and its impact on algorithmic hiring.

May 15, 2024

Colorado 10-1-1 - 1st milestone: June 1, 2024

Colorado’s new regulation mandates that insurers that use ECDIS and algorithms and predictive models to avoid unfair discrimination in the services they offer.

May 10, 2024

Analysis: Canada's Artificial Intelligence and Data Act

Dive into our blog post to learn more about Canada's AI and Data Act, including the extent to which it aligns with major AI legislations.

May 7, 2024

Benefits of a Responsible AI Platform for Governance

Read this blog post to find out more about the benefits of using a Responsible AI platform to facilitate AI Governance.

May 2, 2024

Decoding the EU AI Act: Future Provisions

Read this blog post to learn how the AI Act will be applied once it takes effect, and to gain exclusive insights on possible future provisions.

April 30, 2024

The AI Revolution in Insurance: Risks & Solutions

AI is transforming insurance, streamlining claims, personalizing policies, detecting fraud, and enhancing customer experiences.

April 25, 2024

Canada’s AI and Data Act

Dive into our blog post to learn more about Canada's AI and Data Act, including key actors, targeted technologies and core objectives.

April 23, 2024

Risks of Skimping on AI-Specific Risk Management

Did you know that neglecting AI-specific risk management could spell trouble for your organization? Learn why in our latest blog post.

April 19, 2024

Decoding the EU AI Act: Influence on Market Dynamics

Learn more about the EU AI Act and how its provisions are set to generate widespread effects throughout the EU AI market in our latest blog post.

April 12, 2024

Choosing a Responsible AI Platform

Responsible AI platforms offer comprehensive assessments and resilient strategies to align AI technology with legal standards and ethical principles.

April 11, 2024

California's Generative AI Procurement Guidelines

Dive into our latest blog post to find out everything you need to know about California's new guidelines on public sector procurement of Generative AI systems.

April 10, 2024

Lumenova AI: Now Featured on GOV.UK

We're thrilled to announce a significant milestone in our journey – Lumenova AI has been included in GOV.UK for AI Assurance Techniques.

April 4, 2024

Decoding the EU AI Act: Standardizing AI Legislation

Learn more about how the EU AI Act is laying the groundwork for standardized AI regulation in our latest blog post.

April 2, 2024

2024: The Year of Responsible Generative AI

In 2024, new Generative AI innovations will shape industries, emphasizing responsibility and ethical use. Stay updated with Lumenova AI.

March 29, 2024

What You Should Know About ISO 42001

Learn about ISO 42001 and its importance in standardizing AI risk management practices across industries. Discover more in our comprehensive blog post.

March 26, 2024

4 Types of AI Cyberattacks Identified by NIST

NIST identifies four major types of cyberattacks and offers mitigation strategies to protect, detect, respond and recover.

March 14, 2024

Decoding the EU AI Act: Transparency and Governance

Learn more about the transparency obligations, governance roles and structures, as well as post-market monitoring procedures proposed by the EU AI Act.

March 11, 2024

Trustworthy AI: Connecting Innovation and Integrity

Our Responsible AI platform offers comprehensive assessments and resilient strategies to achieve Trustworthy AI through innovation and integrity.

March 7, 2024

NIST's Cybersecurity Framework 2.0

Learn more about NIST's Cybersecurity Framework 2.0 and how it can help your organization to efficiently manage risk.

March 4, 2024

Decoding the EU AI Act: Regulatory Sandboxes and GPAI Systems

Learn about the EU AI Act’s regulatory sandboxes and AI law, promoting innovation and safety in AI applications. Explore more on Lumenova’s blog.

February 26, 2024

How to Get Started with Generative AI Governance

Learn the basics of Generative AI governance and how to implement it effectively. Get started with insights & strategies from Lumenova AI.

February 22, 2024

Regulatory Insights for AI in Insurance

Dive into our latest blog post to find out more about the latest regulatory insights for AI in the insurance industry.

February 20, 2024

AI Opportunities and Risks in Insurance

Dive into the opportunities and risks of using AI in insurance. Explore how AI can transform the industry with Lumenova AI insights and updates.

February 16, 2024

Decoding the EU AI Act: Scope and Impact

Read our latest blog post to find out more about the regulatory scope, purpose, and impact of the EU AI Act.

February 9, 2024

Lumenova AI Joins NIST's AI Safety Institute Consortium

Lumenova AI joins NIST AISIC, supporting initiatives for secure and ethical AI standards and practices. Learn more with Lumenova AI updates and insights.

February 8, 2024

Progress of AI Policy in 2023 and Predictions for 2024

2023 was an exciting and ambitious year for AI policymaking. Find out more about the progress of AI policy in 2023 and our predictions for 2024.

January 29, 2024

NIST's AI Risk Management Framework

Discover the essentials of NIST's AI Risk Management Framework and how it applies to your organization. Explore further with Lumenova AI.

January 23, 2024

Responsible AI Governance: Debunking Myths

Read our blog post to uncover the truth behind Responsible AI Governance. Explore common myths, gain insights, and shape an ethical AI strategy for 2024.

January 19, 2024

AI in 2023: A Year in Review

As we gear up to face the challenges and opportunities of 2024, let's reflect on the most noteworthy AI advancements of 2023.

January 17, 2024

California AI Regulation: Automated Decision-Making Technologies and Generative AI

Dive into our latest blog post to explore the key changes in the AI landscape driven by recent California state regulations.

January 16, 2024

Managing Risks of LLMs in Finance

Learn how to manage the risks associated with Large Language Models (LLMs) in financial services. Uncover strategies through Lumenova AI insights.

January 12, 2024

Case Study: Leveraging Generative AI in Banking

Case Studies

This case study examines how a retail bank can safely scale generative AI initiatives by implementing AI governance platform Lumenova AI.

January 10, 2024

Colorado Senate Bill 21-169: AI Life Insurance Regulation

Read more about Colorado's new AI regulation in our latest blog post. Stay informed on Responsible AI practices in the evolving landscape of AI Governance.

December 20, 2023

Navigating the AI safety landscape in Generative AI

Understand the evolving AI safety landscape for generative AI, highlighting best practices and key strategies. Read more on Lumenova’s blog.

December 11, 2023

Landmark Agreement on EU AI Act

Read our comprehensive guide to the EU AI Act, detailing regulatory requirements and impacts on AI development. Explore more on our blog.

December 1, 2023

Responsible Generative AI Principles

In this article, we explore key principles inspired by various industry-leading approaches to building responsible generative AI solutions.

November 28, 2023

White House AI Executive Order

Dive into President Biden's bold AI executive order – read our blog post to uncover strategic steps, transformative impact, and the roadmap to a secure future.

November 17, 2023

Transparency in AI Companies: Stanford Study

A new Stanford study reveals the lack of transparency from major AI companies, highlighting the urgent need for improved accountability.

November 10, 2023

AI Opportunities and Risks in Healthcare

Explore the future of AI in healthcare, focusing on innovations and applications transforming medical services. Discover more about medical AI in our post.

October 18, 2023

Joining Responsible AI Innovators in EAIDB

Lumenova AI joins EAIDB, reinforcing our commitment to responsible AI innovation and ethical AI practices. Read more about this achievement.

October 3, 2023

Lumenova AI: A Proud Addition to the OECD.AI Database

We're thrilled to announce a significant milestone in our journey – Lumenova AI has been included in OECD.AI’s Trustworthy AI Tools

September 15, 2023

Ethics of Generative AI in Finance

Discover key ethical considerations for implementing generative AI in finance. Learn more about AI ethics & AI for financial services in our latest blog.

August 15, 2023

Lumenova AI Is Now SOC 2 Type II Compliant

We are excited to announce that Lumenova AI has achieved its SOC 2 Type II attestation, setting new benchmarks in our unwavering commitment to Responsible AI.

July 6, 2023

How Businesses Can Prepare for the EU AI Act

Understanding the EU AI Act: Read our blog post for insights and best practices regarding Europe's AI Act.

June 29, 2023

Europe's AI Act: Key Takeaways

Discover the essential takeaways from the Europen Union's AI Act. Read our blog post to find out more.

June 10, 2023

What Businesses Need to Know About the EU AI Act

Unveiling the EU AI Act: A must-read blog post for businesses seeking insights on AI regulations in the European Union. Read more.

May 10, 2023

Putting Generative AI to Work Responsibly

Learn more about integrating generative AI into your risk management process and why it is important to use this technology responsibly.

May 2, 2023

Model Building with ChatGPT: Myth or Reality?

Is building an ML model with ChatGPT easy or just a myth? Our latest blog post explores this question and reveals the reality. Read on to find out more!

April 12, 2023

The Risks & Rewards of Generative AI

Learn more about the risks and rewards of Generative AI, and what to be on the lookout for in our latest blog post.

March 2, 2023

Adversarial Attacks vs Counterfactual Explanations

Adversarial examples are closely related to counterfactual explanations, yet their goal is fundamentally different. Find out more in our latest blog post.

February 27, 2023

Counterfactual Explanations in Machine Learning

Discover what counterfactual explanations are and why they are a great tool for explainability in our latest blog post.

February 22, 2023

Types of Adversarial Attacks and How To Overcome Them

Machine Learning powered algorithms are susceptible to a variety of adversarial attacks that aim to degrade their performance. Here’s what you need to know.

February 3, 2023

NIST Releases New AI Risk Management Framework

The National Institute of Standards and Technology released the first version of its AI Risk Management Framework. Find out what it means for your organization.

January 26, 2023

Understanding Adversarial Attacks in Machine Learning

Adversarial attacks and adversarial learning have become key focus points for data scientists and machine learning engineers worldwide. Find out why.

September 21, 2022

Why Business Leaders Should Care About AI Transparency

Transparent AI propels organizations forward by means of enhanced trust, performance, security, and compliance. Find out why business leaders should care.

September 14, 2022

Why AI Transparency Is Essential to Building Trust

AI transparency is becoming an important advantage for businesses that have it and a major roadblock for those that don’t. Read more on our blog.

September 7, 2022

Bias and Unfairness in Machine Learning Models

Algorithmic bias and unfairness raise ethical concerns regarding the use of AI in real-life situations. Find out more.

August 31, 2022

Group vs. Individual Fairness in AI

In fair machine learning research, group and individual fairness measures are placed at distinct levels. Learn more about the nuances of algorithmic fairness.

July 29, 2022

The Nuances of Fairness in Machine Learning

As the problem of AI bias is becoming a global concern, companies should prioritize the implementation of a fair and equitable ML strategy. Find out more.

July 15, 2022

The Benefits of Responsible AI for Today's Businesses

Find out why you should care about Responsible AI and how it can help your business meet new and upcoming legal requirements.

July 1, 2022

Explainable AI in Machine Learning