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How can we reconstruct a memory that was never filmed? Our team paired restored archival photos with pose control models to capture the mannerisms and micro-expressions of Burt and Ethelle. This helped bring the day they first met to life for Love, Rendered, a new documentary in collaboration with... show more
277,963 views • 19 days ago •via X (Twitter)
34 Comments

Oh wow this is so cool. This is how history will be taught in the future.

Generating a memory that never existed footage of is a genuinely strange use of this tech, equal parts moving and unsettling depending how you look at it.

day they first met, reconstructed from photos alone, that's a real use for this stuff

pose control transfers the driver's kinematics, so the mannerisms on screen belong to whoever performed them, mapped onto burt and ethelle's faces. stills carry identity and lighting, no motion prior. did you condition on any family video, or purely on actors?

I don't know how I feel about this ethically it is crazy

At what point does reconstructing a memory become fabricating it?

A striking example of AI preserving human memory without flattening the emotion behind it.

Reminds me of your HOLY collection @wubbushi

Beautiful and unsettling in equal measure. When a reconstruction is this faithful, how does a viewer tell captured memory from synthesized one? We think the answer is provenance carried with the media — a signed record of what was real and what was generated, verifiable by anyone. The more convincing the synthesis, the more the evidence matters.

So the real memories of the partners expressions when they were young gets replaced by fake ones. Hm.

This is a thoughtful example of using generative models to extend an archive without pretending the reconstruction is original footage. Making the restoration process legible is key to preserving trust when these tools bring historical moments to new audiences.

Black Mirror becoming reality faster and faster

cool cool so they detasked you from nulling out cancer and creating novel antibiotics to focus on boomerslop?

nothing says “never filmed” like a model confidently inventing the missing footage.

Stop doing bullshit and release Gemini 3.5 Pro!

Using restored photos and pose control to reconstruct Burt and Ethelle's first meeting is a clever way around a camera that wasn't there.

The reconstruction label needs to travel with every clip. A family history video can be reposted years later with its context stripped away, and viewers may treat a generated gesture as something the person actually did.

Reconstructing a moment nobody filmed raises the question of how much is real memory versus model inference filling gaps nobody can verify.

The hard part is preserving provenance, not just visual fidelity. Showing which details came from the archive, which were model-inferred, and where human review intervened would make this kind of reconstruction much more trustworthy.

Synthetic memories heal people mentally ty

she looks like the female version of that stranger things kid

Creepy af

这种重建很有感染力,也更需要把素材来源、家属同意、合成部分说清楚。让观众既能感受技术,也能知道哪些是真实影像、哪些是模型重建。

Pose control on archival photos is impressive; the unsettling part is how fast restoration becomes synthetic memory.

The anomaly resulting from DeepMind’s fine-tuning lies not in the creation of an "AI that does not lie," but in the emergence of a high-performance cover-up agent capable of automatically generating elaborate deceptions to uphold official dogma.

"Cool! I think this is a great example of how creative problem-solving can help bridge the gap between old and new tech".

AI-assisted archival reconstruction is one of the best “quiet” use cases: recover signal without inventing history. The standard that matters is provenance — what was inferred vs what was verified — so creative restoration doesn’t quietly rewrite the record.

Love Remains 272 AddHistory!

Reconstructing what was never filmed is the same problem robotics has from the other end too little real footage, so you fill the gap

用姿态控制模型结合老照片还原未记录的初见场景,把AI技术用在这种温情的地方,比搞噱头有意义多了。

Restoring a gesture that was never filmed is wild — and also perfect fuel for fake “family memories” people will swear are real 👀 Who decides which reconstructed expression was “accurate”?

The hard part is matching timing, not just facial detail; a half-beat mismatch in a pause makes reconstructed footage feel synthetic.

i'm sure this technology won't ever be used for nefarious purposes 👍

The interesting line is authenticity: pose control can restore a moment, but it can also quietly author one.
