Scott Hanselman
AI: Superhero or Supervillain? How and Why with Scott Hanselman
#1about 2 minutes
Deconstructing the recent hype around generative AI
Generative AI is not a new invention but a continuation of machine learning that has suddenly captured the public's imagination.
#2about 4 minutes
Understanding how LLMs predict the next word
Large language models operate on statistical probability to predict the next token, not on factual correctness or genuine understanding.
#3about 4 minutes
How providing context changes AI responses
An LLM's output is generic without specific context about the user, location, or time, which must be explicitly provided to get relevant results.
#4about 5 minutes
Navigating the uncanny valley of AI ethics
Using too much personal context can make AI feel creepy, highlighting that responsible AI is a user interface and ethics problem, not just a technical one.
#5about 6 minutes
Shaping AI personality with system prompts
Hidden system instructions and the user's tone directly influence an AI's response, demonstrating that kindness can yield better results.
#6about 4 minutes
Bypassing AI safeguards with prompt injection
Specialized AI tools can be jailbroken by reframing a forbidden request in a valid context, such as asking for a recipe as JSON test data.
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Matching moments
09:55 MIN
Shifting from traditional code to AI-powered logic
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56:11 MIN
Challenges and ethical concerns in generative AI
Enter the Brave New World of GenAI with Vector Search
18:03 MIN
GenAI applications and emerging professional roles
Enter the Brave New World of GenAI with Vector Search
00:05 MIN
Moving beyond hype with real-world generative AI
Semantic AI: Why Embeddings Might Matter More Than LLMs
01:32 MIN
Practical examples of using AI in daily life
Collaborative Intelligence: The Human & AI Partnership
01:56 MIN
The challenge of AI-generated content in DevRel
Exploring AI: Opportunities and Risks in Development
06:28 MIN
How generative AI is shaping developer experience
Developer Experience in the Age of AI
38:07 MIN
Exploring the future of AI beyond simple code generation
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