The US Government Wants You—Yes, You—to Hunt Down Generative AI Flaws | WIRED
Introduction
The US government is calling on the public to help identify flaws in generative AI systems. This initiative is a collaboration between the nonprofit Humane Intelligence and the National Institute of Standards and Technology (NIST).
Why This Matters
Generative AI has become increasingly prevalent in various applications, from chatbots to creative tools. However, these systems are not without their issues. Identifying and addressing these flaws is crucial for ensuring their safe and ethical use.
The Role of Humane Intelligence
Humane Intelligence, an organization focused on AI ethics, aims to engage more people in scrutinizing these technologies. By launching a series of contests, they hope to crowdsource solutions for existing problems.
NIST’s Involvement
NIST, known for its work in setting standards across various industries, sees this as an opportunity to enhance the reliability of generative AI systems through public participation.
“The goal is to make these technologies safer by identifying vulnerabilities that could be exploited,” said a spokesperson from NIST.
Sign up for one of the contests organized by Humane Intelligence and NIST.
Use your skills to identify potential issues within generative AI systems.
Submit your findings through the provided platforms.
Your contributions could lead to significant improvements in how these technologies operate.
The Bigger Picture: Ethical Implications
This initiative highlights the importance of ethical considerations in technology development. By involving diverse perspectives, we can better address potential biases and other ethical concerns inherent in generative AI systems.
For more information about participating or understanding more about this initiative visit [Humane Intelligence](https://www.humaneintelligence.org) or [NIST](https://www.nist.gov).
Web fonts are essential for enhancing the visual appeal and readability of websites. They allow designers to use a variety of typefaces that aren’t limited to the default fonts available on users’ devices.
Types of Font Formats
There are several font formats used in web design, each with its own advantages:
WOFF: The Web Open Font Format is widely supported by modern browsers and offers good compression.
WOFF2: An improved version of WOFF, providing better compression rates.
TFF/OTF: TrueType and OpenType fonts are standard formats that offer high-quality rendering.
The Importance of Font Display Property
Smooth Loading Experience
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Web scripts are essential for enhancing the functionality and interactivity of websites. They allow developers to create dynamic content, manage data, and improve user experience.
Common Types of Web Scripts
There are various types of web scripts used in development:
JavaScript: A versatile language that runs on the client side, enabling interactive features like form validation and dynamic content updates.
PHP: A server-side scripting language used for managing databases and generating dynamic page content.
Python: Often used in backend development for its simplicity and readability.
The Role of External Libraries
The Importance of External Libraries
External libraries provide pre-written code that developers can use to streamline their projects. These libraries save time by offering solutions for common tasks.
The qualifier will be held online and is open to both developers and the general public as part of NIST’s Assessing Risks and Impacts of AI (ARIA) challenges. Successful participants will advance to an in-person event at the end of October during the Conference on Applied Machine Learning in Information Security (CAMLIS) in Virginia.
The primary objective is to enhance capabilities for rigorous testing concerning security, resilience, and ethics within generative AI technologies.
“The average person utilizing one of these models doesn’t really have the ability to determine whether or not the model is fit for purpose,” says Theo Skeadas, chief of staff at Humane Intelligence. “So we want to democratize the ability to conduct evaluations and make sure everyone using these models can assess for themselves whether or not the model is meeting their needs.”
The Final Event at CAMLIS
During CAMLIS:
Participants will be divided into two teams:
– Red Team: Focused on attacking AI systems.
– Blue Team: Concentrated on defending them.
Participants will use NIST’s AI 600-1 profile, part of its risk management framework as a rubric for measuring if outcomes produced by red team efforts violate expected system behaviors.
“NIST’s ARIA is drawing on structured user feedback to understand real-world applications of AI models,” says Rumman Chowdhury.
Rumman Chowdhury also serves as a contractor in NIST’s Office of Emerging Technologies and sits on the US Department of Homeland Security’s board for AI safety and security. She emphasizes that ARIA experts are leveraging their sociotechnical test evaluation background towards evolving scientific evaluation methods for generative AI.
Future Collaborations
Chowdhury and Skeadas hint that this partnership with NIST marks just one among several upcoming collaborations focused on red-teaming efforts by Humane Intelligence.
The US Government Wants You to Hunt Down Generative AI Flaws
Introduction
The US government, in collaboration with international governments and NGOs, is launching an initiative to enhance transparency and accountability in AI systems. This effort includes ”bias bounty challenges” where individuals can earn rewards for identifying issues within AI models.
Expanding the Community
The community should be broader than programmers.
Skeadas emphasizes that policymakers, journalists, civil society members, and nontechnical people should all participate in testing and evaluating these systems. It’s crucial to include underrepresented groups such as minority language speakers or those from nonmajority cultures.
Digital advertising refers to marketing efforts that use the internet and online-based digital technologies to promote products and services. This includes a wide range of strategies such as search engine optimization (SEO), social media marketing, email campaigns, and display ads.
Social Media Ads: Utilizing platforms like Facebook, Instagram, and Twitter to reach potential customers.
Display Ads: Banner ads placed on various websites that target specific audiences based on their browsing behavior.
Key Components of Effective Digital Ads
Target Audience
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Compelling Content
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Measuring Success in Digital Advertising
Key Performance Indicators (KPIs)
To measure the effectiveness of digital advertising, businesses often look at KPIs such as click-through rates (CTR), conversion rates, and return on investment (ROI).
Click-Through Rate (CTR): The ratio of users who click on an ad compared to the number who view it.
Conversion Rate: The percentage of users who take a desired action after clicking an ad.
Return on Investment (ROI): Measures the profitability relative to costs incurred from running ads.
Despite its benefits, digital advertising comes with challenges such as:
Ad Blockers: Tools used by consumers to prevent ads from being displayed.
Privacy Concerns: Issues related to data collection and user privacy can affect how ads are targeted.
By understanding these elements, businesses can better navigate the complexities of digital advertising and create more effective campaigns tailored for their audiences.
Understanding the Basics of Web Design
Introduction to Web Design
Web design is a crucial aspect of creating an online presence. It involves planning and building websites, focusing on aesthetics, layout, and user experience.
Key Elements of Web Design
Layout: The arrangement of content on a webpage.
Color Scheme: The selection of colors used throughout the website.
Typography: The style and appearance of text.
Imagery: Use of photos, graphics, and icons to enhance visual appeal.
Importance of User Experience (UX)
What is UX?
User Experience (UX) refers to how users interact with a website. A good UX ensures that visitors find the site easy to use and navigate.
Enhancing UX
Intuitive Navigation: Ensure menus are easy to understand.
Responsive Design: Make sure your site works well on all devices.
Fast Load Times: Optimize images and code for quicker loading.
Tools for Web Designers
Popular Software
Web designers often use tools like Adobe Photoshop for graphic design or Sketch for interface design.
Effective web design combines aesthetics with functionality to create an engaging user experience. By focusing on key elements like layout, color scheme, typography, imagery, and enhancing UX through intuitive navigation and responsive design, you can build websites that not only look great but also perform well across different devices.“`html
Understanding the Rust PC SDK
Introduction to Rust PC SDK
The Rust PC SDK is a comprehensive toolkit designed for developers working with the Rust programming language. It provides essential tools and libraries that facilitate efficient coding, debugging, and deployment of applications.
Key Features of the SDK
The toolkit includes several features aimed at enhancing productivity:
Code Compilation: Efficiently compiles code to ensure optimal performance.
Debugging Tools: Integrated debugging tools that help identify and fix bugs quickly.
User Experience Enhancements
Simplified Interface
The interface of the Rust PC SDK is designed to be user-friendly, making it accessible even for beginners. The layout is intuitive, allowing users to navigate through various functionalities with ease.
Tutorials and Documentation
Comprehensive tutorials and documentation are available within the SDK. These resources provide step-by-step guidance on how to utilize different features effectively.
“The best way to predict your future is to create it.” – Peter Drucker
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Cookie Policy Overview
General Styling and Layout
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Font Smoothing and Spacing
Webkit font smoothing is set to auto for better readability. Letter spacing is kept normal along with line height. Padding and margin are set to zero ensuring no extra space around elements.
Element Dimensions
Sizing Adjustments
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Border Radius and Positioning
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Text Formatting
Alignment and Decoration
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Visibility Settings
The visibility of these elements remains intact ensuring they are always visible unless explicitly hidden using other CSS properties.
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You have control over the cookies stored on your device. You can manage cookie settings through your browser or use tools provided by third-party services like OneTrust.
“Cookies are essential for providing a seamless online experience.” - Web Expert
The primary buttons across various SDKs, including OneTrust Banner SDK, OneTrust PC SDK, and OT SDK Cookie Policy, share a consistent style. These buttons are characterized by their white text color on a blue background (#33c3f0) with matching border color.
Hover and Focus States
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Text Input Fields
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Label and Checkbox Styles
Labels
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Checkboxes
The checkboxes within these SDKs are displayed inline alongside their respective labels or other content they relate to.
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What Are Cookies?
Cookies are small text files stored on your device when you visit a website. They help improve your browsing experience by remembering your preferences and enabling certain functionalities.
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Understanding the Cookie Policy
Introduction to Cookie Policies
Cookies are small text files stored on your device when you visit websites. They help improve user experience by remembering preferences and providing personalized content.
Types of Cookies Used
There are various types of cookies, each serving different purposes:
Essential Cookies: These are necessary for the website to function properly.
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A Closer Look at Table Elements
Our cookie policy table is designed for clarity and ease of use. Here’s a breakdown:
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The columns provide details such as the cookie’s name, purpose, and duration.
User Control Over Cookies
Your Choices Matter
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“`### The US Government Wants You to Hunt Down Generative AI Flaws
#### Introduction
The US government is calling on the public to help identify flaws in generative AI systems. This initiative aims to improve the safety and reliability of these technologies.
#### The Initiative
The National Institute of Standards and Technology (NIST) has launched a contest inviting participants to find vulnerabilities in generative AI models. This effort is part of a broader strategy to ensure that AI technologies are safe and trustworthy.
#### Why It Matters
Generative AI, which includes systems like chatbots and image generators, has become increasingly popular. However, these systems can sometimes produce harmful or biased outputs. By identifying flaws early, we can mitigate potential risks.
“We need diverse perspectives to uncover issues that might be overlooked by developers,” said NIST’s Elham Tabassi.
#### How You Can Participate
Anyone with an interest in technology can join the contest. Participants will be given access to various generative AI models and tasked with finding weaknesses or biases within them.
#### Conclusion
This initiative represents a significant step towards making generative AI safer for everyone. By involving the public, NIST hopes to gather valuable insights that will contribute to more robust and reliable AI systems in the future.
For more information on how you can participate, visit [NIST’s official website](https://www.nist.gov/).“`html
Understanding Human Intelligence and AI Collaboration
The Evolution of AI in Team Dynamics
Artificial Intelligence (AI) has significantly transformed how teams operate, bringing new efficiencies and capabilities. The integration of AI into team settings is not just about replacing human roles but enhancing them. For instance, while humans excel in creativity and emotional intelligence, AI can handle data analysis and repetitive tasks with precision.
Balancing Strengths: Human vs. Machine
Humans bring unique strengths to the table that machines cannot replicate. Creativity, empathy, and complex problem-solving are areas where humans shine. On the other hand, AI excels at processing large volumes of data quickly and accurately. By combining these strengths, teams can achieve more than they could individually.
“The best results come from a harmonious blend of human ingenuity and machine efficiency.”
Practical Applications in Various Industries
Healthcare: Enhancing Patient Care
In healthcare, AI assists doctors by analyzing medical records to suggest potential diagnoses or treatment plans. This allows healthcare professionals to focus more on patient care rather than administrative tasks.
Financial institutions use AI for risk assessment and fraud detection. By analyzing transaction patterns that might indicate fraudulent activity, banks can protect their customers more effectively.
As we move forward, the collaboration between humans and machines will only deepen. The key lies in leveraging each other’s strengths to create a synergistic work environment where both entities thrive together.
For further reading on this topic:
– [NIST](https://www.nist.gov/)
– [Wired](https://www.wired.com/story/nist-human-intelligence-generative-ai-red-team-contest/)
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Understanding the Basics of CSS Customization
Logo Settings
The logo settings ensure that the image is properly sized and positioned. The height is set to 30px, while the width adjusts automatically.
Timer Units
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Form Elements Styling
Checkbox and Radio Buttons
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Input Fields
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Select Menu Customization
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Validation Styles and Focus Effects
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Enhancing Web Accessibility: Key Guidelines
Introduction to Web Accessibility
Web accessibility ensures that websites are usable by everyone, including individuals with disabilities. This guide outlines essential practices for improving web accessibility.
Focus Outline Adjustments
Importance of Focus Outlines
Focus outlines help users navigate a website using a keyboard. They highlight interactive elements like links and buttons when they receive focus.
Implementing Effective Focus Outlines
To enhance visibility, use a solid outline and avoid box shadows:
The WKND battery animation is a simple yet effective visual representation of a charging battery. It consists of a rectangular shape with rounded corners, simulating the appearance of a battery. The animation runs continuously, giving an impression that the battery is charging.
Key Features
Dimensions: The battery has dimensions of 48px by 24px.
Border: A solid black border surrounds it.
Corners: Slightly rounded corners enhance its realistic look.
Pseudo-element: An additional pseudo-element represents the positive terminal on one end.
The Charging Effect
Smooth Transition with Keyframes
The charging effect is achieved using CSS keyframes. This creates an illusion that energy is flowing into the battery:
This code snippet ensures that at the start (0%), there’s no shadow inside the box. As time progresses to completion (100%), a blue shadow fills up from left to right.
When a checkbox is checked, it changes to a black background with white stroke and fill. The border color also turns black.
Validation Messages
The validation messages appear in red (#a80000) and use the Apercu font family. They are positioned statically with padding at the top.
Radio Button Styling
Default Appearance
The radio buttons have a transparent background, 18px size, and solid black border when not selected. The text next to them is styled with Apercu font in dark gray (rgb(26, 26, 26)).
Selected State
A selected radio button has a black background with white fill and stroke.
Input Field Styling
Default Appearance
The input fields have a transparent background with solid black borders at the bottom. They use the Apercu font family in dark gray (rgb(26, 26, 26)) and capitalize text by default.
Focus State
An input field gains focus by changing its border color to black while maintaining transparency for its background. It also shows an inner shadow effect using white color (#fff).
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The child elements should have a padding of 15.5px, a font size of 16px, and use the Apercu sans-serif font family. The text color should be rgb(26, 26, 26), with a background color set to transparent.
Border Styling
The border color for these elements is black with a border width of 2px. Text should be capitalized and have a font weight of 400.
Focus States
Default Row Focus
When the first child element in the default row gains focus, its background color remains transparent while its text color changes to #000000.
Error Validation Messages
Error messages within focused rows will appear in red (#a80000) with padding set to 5px at the top. The position is static with a font size of 12px using Apercu sans-serif.
Submit Button Styles
Default Submit Button
The default submit button has padding of 15px and uses wired-mono or similar fonts like ProximaNova-Bold or HelveticaNeue-Bold. It features uppercase text with normal weight and letter-spacing set to .0916667em.
“Transition properties include ease-in timing function over a duration of 200ms.”
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No Background Submit Button Style
This button style has no background but includes solid borders (2px) in black. Padding is also set at 15px with uppercase text styling similar to the default submit button.
