19h ago
Why zkML? Because @OpenAI’s new video generator, Sora, can turn text into near-photorealistic video — stunning, but dangerous.
Within hours of launch, users were already creating scenes too real to verify.
How do we stop AI from blurring the line between imagination and manipulation?
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The challenge isn’t realism — it’s verifiability.
When anyone can generate lifelike footage of public figures or events, society needs cryptographic proof of what’s real — without revealing how the model works internally.
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That’s where zkML comes in:
-Models create outputs.
-zk proofs confirm those outputs were produced as claimed.
-No exposure of data, weights, or internal logic.
zkML shifts AI from promises to proof.
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Imagine a world where:
✅Every AI-generated video carries a verifiable cryptographic watermark
✅ Platforms can confirm authenticity before distribution
✅ Viewers can check provenance with a single click
zkML makes this infrastructure possible by embedding authenticity into the creative process.
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AI-generated media isn’t the problem — unverifiable AI is.
zkML turns visual synthesis into transparent, accountable computation.
That’s what @PolyhedraZK is building: zkML for a world where creation and truth can coexist.
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