Often, something softer can grip better better as it conforms/deforms to the surface.
I had a hand made mild steel taper in an old machine and it gripped exceptionally well, but I had to careful not to damage it.
Another method to rough things up microscopically is to get a piece of carbide, a 12v power pack with a capacitor across the output and spark many times on the hardened surface. Stronger sparks? Larger value capacitor. Put a 20 or 30W bulb in series with supply so as not to damage with a full short. Put the capacitor after the bulb.
This also works very well on lathe chuck jaws when needing to hold hard material, that would normally slip with heavy cutting.
Super X3. 3600rpm. Sheridan 6"x24" Lathe + more. Three ways to fix things: The right way, the other way, and maybe your way, which is possibly a faster wrong way.