MANIFOLD
Does Sora use DPO?
5
Ṁ160Ṁ62
Jan 1
47%
chance

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.

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