Corporate self-governance means voluntarily creating and enforcing organizational rules, practices, and oversight without direct government compulsion. In artificial intelligence (AI), companies may adopt these frameworks to manage risks, protect users, and demonstrate responsibility. section 10.32
The approach can respond to adversarial attacks, public distrust of data practices, or costly and embarrassing product failures. It may complement regulation and address governance gaps while technologies and formal laws are still developing. Its central weakness is incentive: profit-seeking companies may prioritize business growth over public protection, particularly without transparency or accountability. section 10.32 section 10.35
Voluntary commitments and product failures
Voluntary commitments can signal that companies recognize their duty to develop AI responsibly. Conversely, a public release such as Google’s Bard can illustrate how failures create reputational and financial pressure for stronger internal governance. section 10.32
