Patent-pending CPU-based verification technology eliminating the need for $600B in new energy infrastructure
AI data centers will need 500-1,000 TWh annually by 2030 - equivalent to 10% of global electricity production. Grid operators are already rejecting applications.
$600B+ capital needed for new power plants, transformers, and grid capacity. 2-3 year lead times. Supply chain can't keep up with demand.
Copper demand exceeds mining capacity by 30%. Silver requirements exceed supply by 150%. Rare earth elements critically constrained.
Don't build $600B in new infrastructure. Eliminate 70% of the need.
Route verification queries (70% of AI workload) to 20W CPUs instead of 400W GPUs. Same accuracy, 97% less energy.
U.S. Provisional Application No. 63/978,633. 20 claims covering correlation tensors, hybrid routing, deterministic caching.
Working implementation (3,100+ lines), benchmarked results (65-83% accuracy), live API demonstration available now.
Real benchmarks from February 11, 2026
Energy per query
(vs 9.3 J GPU baseline)
Accuracy on history domain
(best performance)
Average server latency
(real-time capable)
Benchmark tested
across 6 domains
If adopted for verification workloads (70% of AI queries)
Working with major AI companies to validate production deployment
Jacob Westerbeck
Founder & Inventor
Patent: U.S. Provisional Application No. 63/978,633
Filed: February 9, 2026