Will Weinbach
23 posts

Will Weinbach
@Weinbach
marketing @ fi running experiments with ai
New York, USA Katılım Ağustos 2016
39 Takip Edilen347.1K Takipçiler

Higgsfield (@higgsfield) Soul 2.0 might be the most realistic image gen model to date, but it comes at a cost. Hallucinations are far more common and prompt adherence is limited.



English

I ran 1,000 generations through Seedance 2.0. Here’s what actually matters:
What it does well:
• Strong with existing assets (image → video, reference → video)
• Follows prompts better than expected
• Audio context handling is ahead of most competitors
Where it breaks:
• Dialogue isn’t reliable. If timing is off, it starts hallucinating
• Motion realism isn’t there yet. Moving objects still feel unnatural
• No native 1080p / 2K / 4K. You’ll need to upscale everything
English
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