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vintro 2023-12-19 18:27:00 -05:00
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## TL;DR
## Defining Terms
## Background and Related Work
(Def wanna give this a more creative name)
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- what they all have in common is they're trying to explore a problem space as exhaustively as possible, providing a large number of diverse examples to evaluate on (MMLU - language understanding, HumanEval - coding, HellaSwag - reasoning)
- high performance on these datasets demonstrates incredible *general* abilities
- and in fact their performance on these diverse datasets proves their capabilities are probably much more vast than we think they are
- but they're not given the opportunity to query these diverse capabilities in current user-facing systems
- but they're not given the opportunity to query these diverse capabilities in current user-facing systems
## How We've Explored It
## Selective Metacog Taxonomy
## The Future/Potential/Importance