Two technical jumps fixed the flicker and gave models memory. Then Sora 2 made convincing video for 16 of 20 false claims NewsGuard tested.
Man, perfect timing. Was litteraly just thinking about deepfakes in nature docs.
The technical progression is explained cleanly. The trust problem now matters more than quality.
Here's the TL;DR version of this:
• Early AI video failed due to temporal inconsistency.
• Treating time as a dimension solved coherence.
• Latent compression made computation feasible.
• Transformers added memory across frames.
• Photorealism crossed a credibility threshold in 2025.
Man, perfect timing. Was litteraly just thinking about deepfakes in nature docs.
The technical progression is explained cleanly. The trust problem now matters more than quality.
Here's the TL;DR version of this:
• Early AI video failed due to temporal inconsistency.
• Treating time as a dimension solved coherence.
• Latent compression made computation feasible.
• Transformers added memory across frames.
• Photorealism crossed a credibility threshold in 2025.