Does Sora use DPO?
5
Ṁ160Ṁ62Jan 1
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DPO can be extended to diffusion models by contrastively optimizing the probability of Gaussian noise.
https://arxiv.org/abs/2311.12908
It is used in SD 3
By Sora, I am referring to the version used in the 2024 Feb publication.
Resolve NA if I cannot figure out by EOY 2025
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OpenAI historically does not publish exact training or alignment recipes for frontier models; Sora follows the same pattern.
Conclusion
Claim “Sora uses DPO” → Unsupported
Claim “Sora does not use DPO” → Also unsupported
Only defensible position: Unknown / not publicly specified
So under strict market or resolution rules:
👉 N/A is the correct resolution if the criterion is verifiable public confirmation by EOY 2025.