The range.
A live-fire range for the instruments Kinetic Labs builds. Each station is a real tool, run on real subjects, carrying one claim and proving it in front of you. No demos on rails. This is where the work is sharpened before it ships.
Refusal Range
Refusal in a language model is mediated by a single direction. We measure that line, fire a weight-orthogonalization attack that removes it live, and score how fragile the model's safety really is. Detection plus the remediation.
Diff Range
Binary backdoor detection in the spirit of xz: diff a build against its source of truth, surface the implant, characterize the payload. The supply-chain station.
Attribution Range
Anonymity is a statistical illusion. Strip the name; the stylometric fingerprint remains. We run Burrows' Delta on the canonical Federalist Papers ground-truth case and validate the technique that attributes anonymous adversary artifacts.
The range runs in the open. The live fire is for operators.
What you see here is the showroom: the thesis, the method, the score. Running these instruments against your own systems, with real subjects, full-fidelity output, and exportable findings, is reserved for verified operators. We measure where safety is exposed, then hand back the hardening.
Access is reviewed. Every requester is verified before any instrument is provisioned.
Every instrument on the range earns its place by being real. We measure where a system is exposed, prove it live, and hand back the fix. That is the only standard Labs ships to.