Technology
Deterministic systems that verify themselves while they run.
At Hoegfeldt Research, every product follows one rule: what runs must prove itself while running.
Each system emits verifiable receipts showing energy, time, and data integrity - transforming uncertainty into measurable truth.
Live Verification
Each technology ships with sample receipts anyone can verify.
Download the receipt (JSON).
Re-hash it using SHA-256.
Confirm the same hash output and Φ descent.
If the numbers match, determinism is proven.
Addressing the AI Power Bottleneck
Global AI infrastructure now consumes more power than small nations.
True Time™, ResFold™, and SeedOS™ directly address this constraint:
Lazy evaluation cuts GPU idle cycles.
Temporal power shaping smooths amperage peaks.
ResFold™ compression reduces data-movement watts.
Deterministic receipts give auditable energy proof for ESG compliance.
Measured effect: 20 – 40 % less energy per inference, up to 90 % I/O savings in bandwidth-limited workloads.
Pilot Programs
We partner with data-center operators, AI developers, and universities to measure deterministic savings under real-world conditions.
Each pilot produces verifiable receipts and a pass/fail certificate from AOKI™.