AI

Subsequent research by Gerstgrasser and colleagues at Stanford and MIT (arXiv:2404.01413) provides important qualification: model collapse is not inevitable if synthetic data accumulates alongside real data rather than replacing it. The pathological scenario assumes complete substitution—thoughtful data curation can prevent the worst outcomes.

In a stunning rebuke of traditional GOP deregulatory instincts, the Senate voted 99–1 to kill the measure. For the first time in decades, conservative priorities placed local cultural guardianship over the absolute freedom to innovate. That vote showed just how unsteady the old coalitions have become, and how powerful the populist realignment... See more

Most AI researchers roll their eyes if you bring up the idea of consciousness. That’s for philosophers, not engineers, they say. Since no one has been able to define it, what’s the point in talking about it? I get this frustration. Few concepts are as elusive and seemingly circular as the idea of a subjective experience. Despite the definitional... See more