Poke the Bot Game
Chapter 1

The mountain of digital ingredients

Chapter 2

The blueprint of digital brains

Chapter 3

The heavy metal of compute

Chapter 4

The training school for algorithms

Chapter 5

Polishing and aligning the model

Ch 5 · Polishing and aligning the model
007skaty

007skaty Artificial intelligence programs confidently invent false facts through digital hallucinations.

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007skaty Adversarial red teams expose safety flaws in artificial intelligence

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007skaty Reinforcement learning from human feedback teaches artificial intelligence how to behave.

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007skaty Engineers use fine-tuning to prepare general artificial intelligence for specific jobs

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007skaty AI Hallucinations

Just predicting the next word, it paints a pretty pattern but misses the truth.

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007skaty
Poke the Bot
BETA

007skaty Poke the bot with different inputs to discover how AI algorithms learn from data.

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Fine-tuning for specific jobs

007skaty Training an internet-taught model on small, high-quality datasets like legal or medical documents builds this targeted professional knowledge

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Quiz

What is the process of taking a general pre-trained AI and training it on a specialized dataset called?

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007skaty
Quiz

Why is a base AI model typically fine-tuned before being released as a public chatbot?

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Fun Fact

AI hallucination origin: The term 'hallucination' was adopted because AI models do not consult a database of facts, but merely guess the next word.

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Training with human thumbs up

007skaty Testers grade different AI responses to align the technology with everyday human values.

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Quiz

What does the acronym RLHF stand for in the context of AI training?

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Quiz

How does RLHF improve the behavior of conversational AI models?

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Gossip

Would you trust medical advice from AI?

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Quiz

What is a primary goal of red teaming an AI model before its public release?

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Quiz

What is the term for adversarial testing where humans deliberately try to trick an AI into breaking its safety rules?

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Gossip

Should AI safety rules be legally enforced?

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007skaty
Quiz

Which of the following is a common example of an AI hallucination?

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007skaty
Quiz

Why do large language models sometimes confidently state false facts, known as hallucinations?

2h ago