AI Safety

Plus • 3 Days

44,705 learners enrolled

Learn about ethical considerations, intellectual property challenges, and security threats of Generative AI. Develop a responsible approach to AI adoption.

Taught by

Sander Schulhoff

Founder & CEO, Learn Prompting

What You'll Learn

By completing this course, you'll be able to:

The legal and ethical concerns around AI-generated content and intellectual property challenges.
Identify bias in AI systems and develop strategies for reducing its impact.
Protect AI models against threats like prompt injection and phishing attacks.
Develop best practices for securely integrating AI into workflows.

Course Outline

1. Introduction to AI Safety

1.1Why AI Safety Matters: Understanding Ethical and Security Concerns
1.2Generative AI in Real-World Applications

2. Intellectual Property (IP) Considerations

2.1The Role of Generative AI in Corporate Settings
2.2Balancing Innovation with Compliance and Risk Management

3. Bias in Generative AI Systems

3.1How Biases Form in Training Data and Models
3.2Case Studies: Bias in Outputs and Its Societal Implications

4. Spearphishing and Security Risks

4.1How Generative AI Amplifies Phishing Attacks
4.2Practical Examples and Early Warning Signs

5. AI Coding Assistants

5.1Risks Involved in Using AI for Coding Tasks
5.2Precautions and Best Practices for Safe Usage

6. Prompt Hacking and Injection Risks

6.1Taxonomy of Prompt Hacking Techniques
6.2Mitigation Strategies to Secure AI Systems

Course Overview

In today's AI-driven world, the potential of generative AI comes with significant responsibilities. This course provides a clear and accessible introduction to the key aspects of AI safety, focusing on the challenges and responsibilities surrounding its use. This course equips you with the knowledge to approach AI ethically and securely.

Through a structured, text-based learning format, you'll explore topics like intellectual property (IP) considerations, bias in AI systems, prompt hacking, and advanced security risks.

Skills You'll Gain

AI Ethics & Governance: Learn frameworks for responsible AI deployment.
Risk Identification & Mitigation: Recognize security threats, biases, and other AI challenges.
AI System Defense: Understand how to protect AI models from prompt injection and hacking risks.
Legal & Ethical AI Considerations: Navigate AI-generated content ownership and compliance.

Course Format

Duration: Self-paced with concise video lessons for busy learners
Materials: Video content, interactive exercises, and quizzes
Access: Available with a Learn Prompting Plus subscription

Meet Your Instructor

Sander Schulhoff

Founder & CEO, Learn Prompting

Sander Schulhoff is the Founder of Learn Prompting and an ML Researcher at the University of Maryland. He created the first open-source Prompt Engineering guide, which reached 3 million people and taught them to use tools like ChatGPT. Sander also led a team behind Prompt Report, the most comprehensive study of prompting ever done. This 76-page survey, co-authored with researchers from the University of Maryland, OpenAI, Microsoft, Google, Princeton, Stanford, and other leading institutions, analyzed 1,500+ academic papers and covered 200+ prompting techniques.

Course Highlights

Clear Explanations: Designed for both technical and non-technical professionals.
Current Topics: Covers emerging risks, including bias, security vulnerabilities, and ethical concerns.
Practical Applications: Real-world examples and exercises to help you apply AI safety principles.
Expert Support: Gain insights from AI safety professionals.

Earn a Certifiate of Completion

By upgrading to Learn Prompting Plus, you automatically receive a certificate of completion for every course you complete. These certificates can easily be shared on LinkedIn, Twitter, or any other social platform to showcase your new skillset.

Program Pricing and Details

This course is included in our Learn Prompting Plus catalog, accessible with a monthly or yearly subscription.

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Understand AI Safety to Build Responsible Systems

Take this course to gain the knowledge to design, govern, and advocate for secure and ethical AI and stay ahead of emerging AI challenges.

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Experiment with prompts and AI workflows directly in our interactive AI Playground, equipped with an AI Tutor for real-time guidance.

Real-World AI Projects

Develop practical expertise through hands-on instructor-graded projects that simulate real-world challenges, preparing you to excel in AI-driven roles.

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Join one of the largest AI learning communities with 45,000+ members, where you can network with top professionals, collaborate with peers, and get direct insights from AI experts.

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Receive dedicated, priority support to ensure a seamless and productive learning experience every step of the way.

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