← Actual Intelligence
Work
Findings, audits, and benchmarks — the why and how behind what we ship.
Sleeper — Benchmarks
frontier-scale moe models on consumer hardware. the receipts. — soon.
Inference
Soon
→
Canary — Findings
we statically scanned every gguf model on hugging face. here's what was hiding in the chat templates.
Security
2026
USA · Est 2026
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