We Built Private Post-Training and Inference for Frontier Models
First multi-GPU TEE stack for training trillion-parameter models with under 10% overhead.

FEMA risk data + spatial spillover modeling, but the core insight is academic, not novel.
Homeowners, property investors, insurance professionals, emergency planners evaluating neighborhood-level risk.
Zillow Home Insights · Redfin Estimate
First multi-GPU TEE stack for training trillion-parameter models with under 10% overhead.
YAML schema for DDD artifacts that lets LLMs read and write your domain model.
Sorting 487 risks by danger level is a genuine rabbit hole for the statistically anxious.
Local model gathers context so frontier models don't burn cash on mechanical search loops.
Open-weight swarms match frontier models on math reasoning with built-in compliance audit trails.
Compute CAPEX sim inspired by Dario Amodei's Dwarkesh podcast, but pure toy model.