SUMMARY - Metrics and Standards for Responsibility
A company publishes detailed ESG reports showing improved diversity metrics, reduced energy consumption, and increased transparency scores. Advocacy groups note these numbers say nothing about whether algorithms discriminate, whether data practices respect privacy, or whether business models harm democracy. Another organization claims ethical responsibility through adherence to internally-developed principles that sound impressive but involve no verification, no external accountability, and no consequences for failure.