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When optimizing a website for better performance, most businesses focus on the big wins: sales, sign-ups, and leads. These are macro-conversions, the primary goals that drive revenue. But what often gets overlooked are the subtle, yet powerful, steps users take before they convert. These are called micro-conversions: small or secondary actions that show interest, engagement, and intent to purchase.
As models grow increasingly sophisticated, they will surpass human expertise. It is a fundamentally difficult challenge to make sure that those models are robustly aligned (Bowman et al., 2022). For example, we might hope to reliably know whether a model is being deceptive in order to achieve an instrumental goal. Importantly, deceptive alignment and robust alignment are behaviorally indistinguishable (Hubinger et al., 2024).
As models grow increasingly sophisticated, they will surpass human expertise. It is a fundamentally difficult challenge to make sure that those models are robustly aligned (cite scalable oversight). For example, we might hope to reliably know whether a model is being deceptive in order to achieve an instrumental goal (Hubinger et al., 2024). Importantly, deceptive alignment and robust alignment are behaviorally indistinguishable (Hubinger et al., 2024).
As a journalist, you can create a free Muck Rack account to customize your profile, list your contact preferences, and upload a portfolio of your best work.
