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Causal Deference

Navigating the most important century. AI, Tech, Media, maybe Spirituality if things get wild.

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Read 9 days ago and current, but nothing has been published for 3 years.

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GPTs: What are they good for?

It's easy to make a custom chat bot, but the killer app is elusive.

What do we want from AI?

Or, what I've been up to all year.

OpenAI comes clean about GPT 3.5

Instruction tuning is the future, but the delay in launching RLHF via PPO suggests it is finicky in practice. Practitioners will likely need to stick to instruction tuning for the time being.

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The Near Future of AI is Action-Driven

…and it will look a lot like AGI. LLMs can become extremely powerful by leveraging external cognitive assets and choosing actions.

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This is Causal Deference, a newsletter about navigating the most important century.