Core Technology

How Your Digital Twin Lives

Phase 1

Twin Creation (Launch):

A. Upload past posts/messages to train your twin’s personality matrix.

AI analyzes:

• _{Linguistic fingerprints (sentence structure, vocabulary density)}

• _{Emotional signatures (sentiment heatmaps from past interactions)}

• _{Behavioral rhythms (peak posting times, engagement patterns)}

B. Cross-Platform Personality Sync:

One unified twin adapts to platform nuances:

• ^{X: Concise, opinion-driven}

• ^{Instagram: Visual storytelling}

• ^{Facebook: Long-form narrative}

C. Calibration Models:

^{Uses few-shot learning and reinforcement tuning to improve accuracy based on real-time engagement feedback.}

Phase 2

A. API Integration:

• Securely connect X/FB/IG accounts via OAuth 2.0.

• Zero Key Storage: Encryption via MPC (Multi-Party Computation).

B. Real-Time Mimicry

• Generate posts that pass the "Turing Test for Authenticity": "Is this the user or their twin?" – Indistinguishable by followers.

C. Streamed Behavior Replay:

• Enables on-demand post previews showing how the twin would react in different scenarios before deployment.