I'd rather go to industry.
Can I renege?
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OP, think about it this way.
For you, this decision affects your entire life (at least for a few years, at best permanently). For the employer, it sends them to the next candidate.
Reneging offers improves social welfare.Good advice for before you promise someone you’ll accept their offer.