University of Kwazulu-Natal

Veracity Ai

Bonisiwe Shabane
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veracity ai

Veracity AI at the Florida State University College of Communication and Information, founded by Dr. Shuyuan Metcalfe, is committed to using artificial intelligence to automate the detection of manipulation in photographic images. The mission is to combat disinformation from human-made manipulated images, which can be easily perceived as truth. Our research assists in the fight for truth by efficiently identifying fabrication in real world visual media with accuracy. The prediction architecture uses a deep consensus algorithm running on an on-site set of high-performance computing nodes. The deep consensus model generates a prediction mask, indicating where manipulations have occurred in an image on a pixel level.

The model is trained in three manipulation categories: splicing, inpainting, and copy-move. Splicing Splicing is the process of inserting a region of an image into another image. In the example below, the red and white plane is spliced into the image. Inpainting Inpainting is the process of removing a region of an image. In the example below, a bus on the left is removed using inpainting on the image. Copy-move Copy-move is the process of copying a region of an image and pasting it into another region of the image.

In the image below, the hotdog with mustard is copied and moved to the top of the image. Empowering CybersecurityAwareness & Simulation Through AI Our Simple yet Impactful mission is to empower individuals & organizations with tools & knowledge they need to stay ahead of cyber threats in an increasingly interconnected world Brand Cyber ThreatIntelligence Monitoring Sign up or log in to verify information and build trust with those you share it with. We strictly limit data collection to only what is essential for functionality—nothing more.

Organizations deploy AI without governance. Bias goes undetected. Until it becomes a scandal. Veracity AI is dedicated to advancing responsible AI practices by mitigating bias and promoting ethical frameworks, ensuring organizations deploy AI systems with integrity and fairness. Government agencies and enterprises are deploying AI systems at scale without governance structures to catch bias. One biased decision—in benefits eligibility, hiring, risk assessment, or resource allocation—affects hundreds or thousands of people.

And you don’t know it’s happening until it’s public. Regulatory Risk: Federal and state AI regulations are tightening. Non-compliance carries real penalties.Reputational Risk: AI bias exposed publicly destroys trust. Recovery takes years.Operational Risk: Biased decisions lead to poor outcomes for your customers, employees, and stakeholders.Financial Risk: Lawsuits, remediation, lost business—the costs add up fast. Veracity AI helps you audit hidden bias in existing AI systems, design governance frameworks that actually work, and maintain continuous oversight.Based on Ph.D. research in Organizational Leadership for Ethical AI, our approach is research-backed, custom to your organization, and designed to work in the real world.

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. As per estimates, 35% of businesses are using AI in varying capacities and more than 42% of companies are exploring opportunities to integrate AI in their business.

So, why wait to build cutting edge AI solutions for the world! From predictive analytics to natural language processing, we at Veracity empower brands of tomorrow. Build the next ChatGPT with us and experience unparalleled services. Our team of AI experts brings a wealth of experience and expertise to the table, guiding you through every step of your AI/ML journey with precision and insight. Contact us today to learn more about how Veracity’s AI/ML Solutions can help you unlock new opportunities and drive meaningful outcomes for your organization. Redefining Truth Verification with AI-Driven Technology

At Veracity Integrity LLC, we are at the forefront of innovation in lie detection and sincerity verification. Leveraging the power of artificial intelligence, our mission is to provide the most accurate, reliable, and ethical tools for truth verification in critical sectors such as law enforcement, corporate security, legal affairs, and financial... AI-Powered Lie Detection and Sincerity Verification Veracity Integrity LLC specializes in cutting-edge technology that integrates AI algorithms with advanced polygraph systems. Our solutions are designed to analyze thousands of data points in real-time, delivering unparalleled accuracy in detecting deception. Whether you’re a law enforcement agency looking to enhance your investigative tools or a corporate security team seeking to improve your hiring processes, our AI-driven systems provide the insights you need to make informed...

Our flagship product, the Veracity Integrity AI Lie Detection System, sets a new standard in truth verification. By combining state-of-the-art AI technology with proven polygraph methods, we eliminate the biases and inaccuracies often associated with traditional lie detection techniques. Our system offers up to 97% accuracy, making it one of the most reliable tools in the industry. AI agents enhance efficiency through automation and intelligent decisions. AI-driven process automation, chatbots, and predictive analytics successfully implemented. Applications in Healthcare, Finance, E-commerce, Manufacturing, and Logistics.

Ready-to-use AI solutions and POCs available for rapid deployment. Leveraging the latest advancements in AWS, Azure, and Google Cloud, we build cuttingedge AI agents powered by TensorFlow, PyTorch, OpenAI, Hugging Face, and LangChain.

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Veracity AI At The Florida State University College Of Communication

Veracity AI at the Florida State University College of Communication and Information, founded by Dr. Shuyuan Metcalfe, is committed to using artificial intelligence to automate the detection of manipulation in photographic images. The mission is to combat disinformation from human-made manipulated images, which can be easily perceived as truth. Our research assists in the fight for truth by effici...

The Model Is Trained In Three Manipulation Categories: Splicing, Inpainting,

The model is trained in three manipulation categories: splicing, inpainting, and copy-move. Splicing Splicing is the process of inserting a region of an image into another image. In the example below, the red and white plane is spliced into the image. Inpainting Inpainting is the process of removing a region of an image. In the example below, a bus on the left is removed using inpainting on the im...

In The Image Below, The Hotdog With Mustard Is Copied

In the image below, the hotdog with mustard is copied and moved to the top of the image. Empowering CybersecurityAwareness & Simulation Through AI Our Simple yet Impactful mission is to empower individuals & organizations with tools & knowledge they need to stay ahead of cyber threats in an increasingly interconnected world Brand Cyber ThreatIntelligence Monitoring Sign up or log in to verify info...

Organizations Deploy AI Without Governance. Bias Goes Undetected. Until It

Organizations deploy AI without governance. Bias goes undetected. Until it becomes a scandal. Veracity AI is dedicated to advancing responsible AI practices by mitigating bias and promoting ethical frameworks, ensuring organizations deploy AI systems with integrity and fairness. Government agencies and enterprises are deploying AI systems at scale without governance structures to catch bias. One b...

And You Don’t Know It’s Happening Until It’s Public. Regulatory

And you don’t know it’s happening until it’s public. Regulatory Risk: Federal and state AI regulations are tightening. Non-compliance carries real penalties.Reputational Risk: AI bias exposed publicly destroys trust. Recovery takes years.Operational Risk: Biased decisions lead to poor outcomes for your customers, employees, and stakeholders.Financial Risk: Lawsuits, remediation, lost business—the ...