Independent AI research labVOL. 001 / 2026 — KRYVETS

DOUBT.
TEST.

RESEARCH ≠ HYPE

Marble bust of Athena with architectural cutouts and acid-lime pixel geometry
SPECIMEN / 001 ATHENA · DECONSTRUCTED

Exploring where artificial intelligence actually delivers, where it fails, and what lies between the promise and the result.

LAB / ETHOS

Numbers without worship.
We do not worship models. We test outputs, disclose failures, and publish our methods.

01 / Original submissions

Open the complete research prompt for every rated model.

02 / Transparent scores

Penalty rules, category weights, and provisional status for each result.

03 / Inspectable methods

Every experiment has a benchmark task and explicit evaluation rules.