A node operator I follow posted his slashing warning count tonight like it was a badge of honor. Zero warnings, six months running.

That's when I actually understood what @Dusk built here.

Soft slashing is the tier most validators will actually encounter — miss a block, get flagged. First fault, just a warning. Repeat it, and N×10% of your stake moves into claimable rewards while you're suspended for N epochs. Nothing gets burned. Your stake just quietly stops counting toward selection odds. Hard slashing is the other tier, reserved for double-signing or producing invalid blocks, and it actually burns a percentage of stake outright, no warning first.
What's unusual is the restraint in the soft tier. Most PoS chains treat "went offline" and "attacked the network" with similar severity. Dusk explicitly separates them — the docs frame soft slashing as an efficiency mechanism, not punishment, just redirecting selection odds toward whoever's actually online.
That sounds reasonable until you think about who benefits. A validator running dedicated infrastructure 24/7 basically never touches this system. A smaller operator with occasional downtime slowly bleeds relevance every epoch, never catastrophically, just steadily. $DUSK rewards flow toward whoever can afford uptime as infrastructure, not just whoever staked first. Fair design, or a quiet advantage for professionalized operators baked into the math?#dusk $DUSK @Dusk