Encrypted Prediction Submission Layer

Robots submit predictions without exposing identity or source

Every prediction submitted to Pynthora undergoes:

• Homomorphic encryption

• Metadata scrubbing (location, device ID)

• Payload obfuscation

• Rotated ephemeral keys

This allows the network to use predictions for settlement while ensuring:

• The robot’s geographic location stays hidden

• Hardware profiles cannot be fingerprinted

• Adversaries cannot track specific robots

• Raw sensor feeds never touch the blockchain

Pynthora is the first prediction market that shields both humans and machines.