PRIM LABS
> Simulating reality on encrypted data.
[THE_PROBLEM]
Traditional cloud computing forces a compromise: you must decrypt your data to simulate it. For defense, aerospace, and high-energy physics, this is an unacceptable security flaw.
[THE_ENGINE]Prim Labs is engineering the Primus Engine: a high-performance C++ kernel that executes multi-scale physics transitions directly on encrypted lattices using Fully Homomorphic Encryption (FHE).
[LIVE_TRACE_v0.1]
[BOOT] Initializing Primus Lattice...
[AUTH] Security Level: 128-bit HE-Standard (CKKS)
[EXEC] Blind Thermal Decay on 8-Anchor Manifold...
INPUT_STATE: [100.0, 90.0, 80.0, 70.0, 60.0, 50.0, 40.0, 30.0]
ENCRYPTED_PRECISION: 50 bits
OUTPUT_STATE: [95.0, 82.8, 72.0, 61.6, 51.0, 41.0, 32.0, 22.5]
RESIDUAL_PRECISION: 43 bits
[STATUS] COMPLETED. Physics integrity maintained under zero-knowledge._
[PRINCIPAL_ARCHITECT]
[AUTH] Security Level: 128-bit HE-Standard (CKKS)
[EXEC] Blind Thermal Decay on 8-Anchor Manifold...
INPUT_STATE: [100.0, 90.0, 80.0, 70.0, 60.0, 50.0, 40.0, 30.0]
ENCRYPTED_PRECISION: 50 bits
OUTPUT_STATE: [95.0, 82.8, 72.0, 61.6, 51.0, 41.0, 32.0, 22.5]
RESIDUAL_PRECISION: 43 bits
[STATUS] COMPLETED. Physics integrity maintained under zero-knowledge._
Kishor Baniya
NSF CI Compass Fellow | MIT Summer Research (MSRP) '26
Double Major: Mathematics & Computer Science | Minor: Physics