Research notes

Sthānika AI's research notes are short pieces on single findings from our benchmark studies.

Short pieces on single findings from Sthānika AI's benchmark studies.

• 2026-09-29
  What INT4 quantization actually costs

  The same INT4 checkpoint scored 4.6% on one benchmark and placed 5th of 21 on another. Quantization damage is task-shaped, not uniform.