🤖 Humanform - Digital Clones
Humanform creates user-owned digital clones of faces and voices that act solely in your interest. Using advanced GPU-accelerated graphics and audio technology, it delivers real-time photoreal avatars with natural voice synthesis and low-latency processing.
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Achievements
Real-time Avatar Rendering
Successfully achieved photoreal facial avatar rendering in real-time using GPU-accelerated graphics processing.
𝗦𝗶𝘁𝘂𝗮𝘁𝗶𝗼𝗻
Traditional digital interactions lack personal representation and trust. Existing avatar technologies are either low-quality, privacy-invasive, or require expensive infrastructure that limits accessibility and scalability.
𝗧𝗮𝘀𝗸
Create a platform that gives every person a user-owned digital clone of their face and voice that acts only in their interest, while maintaining privacy and enabling secure coordination between clones at population scale.
𝗔𝗰𝘁𝗶𝗼𝗻
Built GPU-first workloads for real-time photoreal facial avatar rendering using advanced computer graphics techniques.
Developed voice cloning and synthesis systems with natural prosody and ultra-low latency for seamless interactions.
Implemented privacy-preserving cloud architecture with end-to-end encryption to and from users.
Created on-device data storage system where user data lives locally while interactions are processed securely in the cloud.
Designed risk classification system that distills interactions into verifiable facts and enforces policy controls for data sharing.
Leveraged H100 class GPUs for confidential, attested execution and MIG-isolated inference across face, audio, and continuous data classification.
Building multimodal embedding and vector retrieval systems to serve millions of clones with sub-second response times.
Developed secure coordination protocols enabling clones to exchange information, manage resources, and collaborate across users.
Utilized NVIDIA stack (CUDA/TensorRT, Triton, Riva/NeMo) for optimized pipeline performance and scalability.
Created trusted mesh architecture where agents operate squarely on behalf of their owners with verifiable integrity.
𝗥𝗲𝘀𝘂𝗹𝘁
Humanform delivers real-time, private face and voice clones at population scale, establishing the backbone of a world layer for all humans.
The platform creates a network effect where every new participant strengthens the overall system, transforming isolated personal assistants into a global layer of collaboration, trust, and shared intelligence.
Successfully demonstrates how advanced GPU computing can enable privacy-preserving digital identity at scale while maintaining user ownership and control.