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Basic concepts

Prompting
Capabilities
Current systems
Algorithms
Alignment concepts
Intelligence and optimization
AI goals
Risks and outcomes

What is Deep Research?

There are multiple products from different companies with names similar to “Deep Research”, including:

All of these products are marketed as semi-autonomous agents

that can assist with in-depth research on practically any topic. They are all powered by LLMs that are using simulated reasoning.


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What is reinforcement learning (RL)?
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