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Canonically answered

Where can I learn about interpretability?

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Christoph Molnar's online book and distill are great sources.

Non-canonical answers

How long will it be until transformative AI is created?

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There have been surveys and opinion polls done. The most comprehensive one was done by The Future of Humanity Institute, where they surveyed 550 of the top experts in AI research. In this survey, when asked "which year do you think the chance of human level artificial intelligence reaches 50%", the mean response was 2081 and the median response was 2040.

How can I convince others and present the arguments well?

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Vael Gates's project links to lots of example transcripts of persuading senior AI capabilities researchers.

What are OpenAI Codex and GitHub Copilot?

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Codex / Github Copilot are AIs that use GPT-3 to write and edit code. When given some input code and comments describing the intended function, they will write output that extends the prompt as accurately as possible.