Benchmarks and blog posts
Concrete numbers plus the thinking behind the platform. Request the benchmark pack or read the blog to see how we build.
Proof surfaces
Receipt and proof bundle
OGN Receipts are the minimum trust artifact: run identity, artifact paths, hashes, and verification metadata. Proof Bundles optionally package receipts with provenance, logs, result files, and a manifest.
OGN MCP website proof pack
Inspect the v1.7 website-consumable proof pack for governed, replayable, AI-readable synthetic evidence infrastructure and the read-only/verifier-only MCP boundary.
Benchmark reports
Measured GPU ingest, microbench, FM search, and HG002 baseline numbers with status labels for public vs private evidence.
Run the public Core Kit smoke, then use private pilot access for engine benchmarks and gateway artifact verification.
Blog
View all posts →Streaming ingest keeps GPUs busy while verification gates keep outputs deterministic, auditable, and safe to deploy.
Read Why GPU genomics needs streaming ingest and verification →Pipeline drift shows up as small deltas that compound. Deterministic receipts and golden truth sets make regressions impossible to ignore.
Read How to detect pipeline drift with deterministic receipts and truth sets →