AWS CEO Matt Garman explained that Amazon Bedrock's Automated Reasoning checks 'prevent factual errors due to model hallucinations' by verifying factual statements' accuracy through sound mathematical verifications.
Byron Cook, leading the AWS Automated Reasoning Group, noted that 'hallucination... is a good thing, because it's the creativity. But... some of those results will be incorrect,' highlighting the complexities in defining truth.
Cook emphasized that defining truth is surprisingly challenging, stating that 'to define what truth is, is surprisingly hard... even in an area where you would think everyone should agree.'
He remarked on his experience in formal reasoning, stating, 'I've worked in aerospace, railway switching, operating systems, hardware, biology... the majority of the time spent... is with domain experts arguing about what the right answer is.'
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