The a16z Show · Nick Bostrom: How Should We Navigate Superintelligence?
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warn that using looped transformer architectures (more serial depth per token) may increase capability but make interpretability harder compared to scaling parameter count
“…we do that through this chain of thought and reasoning and traces… term… serial depth opacity… make sure we can actually still see what the model is thinking”
“The lone serial killer... was using nothing but plural pronouns... Choice of pronouns always tells you how much influence a person ... has.”
“They transform scattered AI use from a risky shadow IT hack into a secure, intentional operating capability. With clear guardrails.”
“Mentions are harder to track, but also more valuable because of that”
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