> Markdown version of [/videos/1125-ai-superhero-or-supervillain-how-and-why-with-scott-hanselman?t=128](https://www.wearedevelopers.com/videos/1125-ai-superhero-or-supervillain-how-and-why-with-scott-hanselman?t=128). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # AI: Superhero or Supervillain? How and Why with Scott Hanselman Scott Hanselman argues that AI isn't magic, it's just mathematical token prediction. Discover why anthropomorphizing algorithms distracts from the very real dangers of bias and prompt injection. - **Speakers:** [Scott Hanselman](https://www.wearedevelopers.com/@scott-hanselman) - **Event:** World Congress 2024 - **Published:** August 20, 2024 - **Duration:** 25:17 - **URL:** https://www.wearedevelopers.com/videos/1125-ai-superhero-or-supervillain-how-and-why-with-scott-hanselman - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/c90a15f8a459bba03b7e04f66768355f/thumbnails/thumbnail.jpg?time=20145ms ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [How generative models disrupt traditional machine interaction](https://www.wearedevelopers.com/videos/844-enter-the-brave-new-world-of-genai-with-vector-search) (from "Enter the Brave New World of GenAI with Vector Search") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/9603ab4cad02218daecd3265703f19a3/thumbnails/thumbnail.jpg?time=184865ms - [Moving from secure software behavior to trustworthy AI](https://www.wearedevelopers.com/videos/1948-building-trustworthy-ai-in-industry-beyond-traditional-cybersecurity) (from "Building Trustworthy AI in Industry: Beyond Traditional Cybersecurity") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/16c418fe35a8079741966d1233e2cad1/thumbnails/thumbnail.jpg?time=155570ms - [Overcoming initial skepticism of AI code generation](https://www.wearedevelopers.com/videos/100119-it-s-not-vibe-coding-if-you-know-what-you-re-doing) (from "It's Not Vibe Coding If You Know What You're Doing") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/a0b49e827b1044e5f86683d4ac95132a/thumbnails/thumbnail.jpg?time=89630ms - [Basics of generative AI and prompt interactions](https://www.wearedevelopers.com/videos/624-the-shadows-that-follow-the-ai-generative-models) (from "The shadows that follow the AI generative models") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/d6a38394bc7c8ac8057551b382b0ffdc/thumbnails/thumbnail.jpg?time=97625ms - [Mitigating the inherent challenges of generative AI tools](https://www.wearedevelopers.com/videos/844-enter-the-brave-new-world-of-genai-with-vector-search) (from "Enter the Brave New World of GenAI with Vector Search") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/9603ab4cad02218daecd3265703f19a3/thumbnails/thumbnail.jpg?time=184865ms - [Introduction to AI code generation and developer habits](https://www.wearedevelopers.com/videos/600-stack-overflow-community-and-ai) (from "Stack Overflow: Community and AI") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/fac19408e08517631cfa072e7434c417/thumbnails/thumbnail.jpg?time=20270ms ## Related Articles - [WWC24 Talk - Scott Hanselman - AI: Superhero or Supervillain?](https://www.wearedevelopers.com/magazine/469-wwc24-talk-scott-hanselman-ai-superhero-or-supervillain) - [Exploring AI: Opportunities and Risks for Developers](https://www.wearedevelopers.com/magazine/522-exploring-ai-opportunities-and-risks-for-developers) - [How to Use Generative AI to Accelerate Learning to Code](https://www.wearedevelopers.com/magazine/530-how-to-use-generative-ai-to-accelerate-learning-to-code) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development) ## Related Jobs - [AI Software Engineer (Germany)](https://www.wearedevelopers.com/jobs/48317-ai-software-engineer-germany) at **Sunhat** - [Staff Developer Advocate, GitHub Security Lab](https://www.wearedevelopers.com/jobs/ext/3929243-staff-developer-advocate-github-security-lab) at **GitHub** - [Staff Developer Advocate, GitHub Security Lab](https://www.wearedevelopers.com/jobs/ext/2628442-staff-developer-advocate-github-security-lab) at **GitHub** - [AI & Machine Learning Engineer (all genders)](https://www.wearedevelopers.com/jobs/48217-ai-machine-learning-engineer-all-genders) at **msg** - [Senior AI Platform Engineer](https://www.wearedevelopers.com/jobs/ext/3709265-senior-ai-platform-engineer) at **ARM** - [Senior AI Platform Engineer](https://www.wearedevelopers.com/jobs/ext/3711642-senior-ai-platform-engineer) at **ARM**