What we're shipping and publishing.
From GPU oversubscription to sovereign inference at UNSW.
UNSW Sydney's Katana HPC was chronically GPU-oversubscribed while its Intel CPU capacity sat idle. By migrating inference to HELIX CPU pods, UNSW freed GPU capacity for its highest-value work and avoided $1.5–4M in GPU CAPEX — with a sub-3-month payback and no new hardware.
Verificate EAV-DT paper on arXiv
The deterministic decision-transformer substrate paper is released.
ReadVerificate v1.7 launched at UNSW
HELIX v1.7 (Build #58) goes live at UNSW — audited on the official vLLM GuideLLM benchmark: 940 ms p50 TTFT, 100% valid JSON, and 8.95–12.89× faster than stock Ollama.
ReadUNSW becomes a foundation customer
After a successful pilot on its Intel-based Katana HPC, UNSW Sydney adopts Verificate HELIX — our flagship sovereign-inference case study.
ReadVerificate v1.4 launched for the UNSW trial
HELIX v1.4 is deployed for the UNSW evaluation on Intel HPC.
UNSW trial begins
The University of New South Wales starts a pilot of HELIX CPU inference on its Katana HPC.
Hallucination-prevention paper on arXiv (CORTEX)
Our inference-level hallucination-prevention method — a per-token truthfulness manifold — is released.
ReadIBM Business Partner established
Verificate becomes an IBM Business Partner, with access to IBM Fusion HPC infrastructure and Granite model integration.
Peer-facing research and audited technical reports. Measured results carry a M mark and are substantiated on our Legal & claims page.