File:GPT-4 does not know the current year - explainability, contextuality and accuracy of ChatGPT output.png
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From the preprint "Sparks of Artificial General Intelligence: Early experiments with GPT-4"
Summary[edit]
| Description |
English: "Output and explanations depend on the context and input. Explanations further depend on the generated output"
"What makes an explanation good? One possible way to evaluate the quality of an explanation is to check output consistency, i.e. whether the explanation is consistent with the output y given the input x and the context c. In other words, an output-consistent explanation provides a plausible causal account of how y was derived from x and c. By this criterion, GPT-4 is remarkably good at generating reasonable and coherent explanations, even when the output is nonsensical or wrong, as illustrated by the third session in Fig. 6.7, and [...]" |
| Date | |
| Source | https://arxiv.org/abs/2303.12712 |
| Author | Authors of the study: Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuanzhi Li, Scott Lundberg, Harsha Nori, Hamid Palangi, Marco Tulio Ribeiro, Yi Zhang (all at Microsoft Research) |
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| Date/Time | Thumbnail | Dimensions | User | Comment | |
|---|---|---|---|---|---|
| current | 14:11, 8 May 2023 | | 1,324 × 1,418 (326 KB) | Prototyperspective (talk | contribs) | Uploaded a work by Authors of the study: Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuanzhi Li, Scott Lundberg, Harsha Nori, Hamid Palangi, Marco Tulio Ribeiro, Yi Zhang (all at Microsoft Research) from https://arxiv.org/abs/2303.12712 with UploadWizard |
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