How deeply does Sutskever's List cover misinformation?

Defines the category and illustrates its risk through model capabilities, but stops short of analyzing detection or mitigation methods.

Misinformation

As explained in Sutskever's List

Misinformation is false or misleading information, whether produced or distributed deliberately or unintentionally.

Misinformation is false or misleading information, whether produced or distributed deliberately or unintentionally. Generative AI made the concern newly urgent when GPT-2 demonstrated unusually coherent, persuasive text that could support malicious campaigns. section 1.2

GPT-2 and plausible falsehoods

GPT-2 generated news-like prose from headlines and produced “Ovid’s Unicorn,” a fictional account complete with a scientist, university affiliation, and journalistic conventions. Its realism intensified debate over whether powerful models should be fully released. section 1.2

How Sutskever's List covers it

liveBook manning.com

Read Sutskever's List on liveBook Get the book at manning.com

Also explained in

liveBook manning.com

Inside AIMisinformation is false or misleading information disseminated without the defining intention to manipulate or deceive.
liveBook manning.com

Introduction to Generative AI, Second EditionMisinformation is false or misleading information that is presented or circulated without necessarily implying deliberate deception.
liveBook manning.com

Build a Text-to-Image Generator (from Scratch)False or inaccurate information that is presented or circulated as factual, regardless of whether deception is intended.

Compare how 4 books explain misinformation →

Related concepts

generative modelingproduced by · Generative modeling is a machine-learning approach that learns patterns or a data distribution to generate new samples resembling the data.
disinformationcontrasts with · Disinformation is false or misleading information deliberately created or spread to deceive, manipulate, or influence people.
hallucinationproduced by · A hallucination is model-generated content that is false, fabricated, or unsupported by relevant evidence but presented as plausible or factual.
ChatGPTproduced by · ChatGPT is OpenAI’s conversational AI service, which lets users interact with generative AI models and related tools through natural-language prompts.
language modelproduced by · A language model is a computational model that represents patterns in linguistic tokens to estimate sequence probabilities and predict or generate language from context.
content policyaddressed by · A content policy is a set of rules governing which user- or model-generated content a service permits, restricts, or prohibits and how violations are handled.

This explainer was generated by Manning's knowledge graph from the text of Sutskever's List. The section links point to the parts of the book it draws on.