Simple training interventions turned out to be very effective at steering models towards aligned behaviour.

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Our reading — they may agree, disagree or merely touch the same thing. Closest first: a shared subject counts for most, then how near the wording is.

• Training a therapist in a treatment model does not make them more effective, however well the model performs in a trial. SMScott D. Miller2 Jul 2024similar wording
• No observation of a model's behaviour can establish that it is aligned, because a model capable enough to be dangerous is capable enough to produce whatever behaviour it is being watched for. EYEliezer Yudkowsky10 Jun 2022similar wording
• Relying on gradual, continuous shifts in AI training behavior to catch misalignment will eventually fail because the dangerous shift itself may be discontinuous. ZMZvi Mowshowitz2 Sept 2026similar wording
• What does make a therapist more effective is trainable interpersonal skill, not treatment technology. SMScott D. Miller2 Jul 2024similar wording
• Training a model on principles rather than a list of rules is not an ideology but an empirical finding: its behaviour is more consistent and covers edge cases. DADario Amodei13 Feb 2026similar wording

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