These are my go to images when thinking about that question...most interesting is the breakdown:

Mean of 8 task types (code, json, prose, math...). 1 stream: code 96 vs 122, prose 52 vs 71, math 83 vs 112 tok/s, Flare vs Mia SGLang. Temp 1, thinking off.

These are my preliminary results with Flare, @MiaAI_lab :

August 2026: 12,275 CVEs published in one month. That's almost double the 12-month average of 6,256, and the average is climbing too. If your triage process was sized for 2023 volumes, it's already underwater. The fastest-growing bug class since 2023 is missing authorization: code that works fine but never checks who is asking. 613 of those CVEs in August alone. That's also when AI coding tools went mainstream. Coincidence is doing a lot of work here. exploit-intel.com/stats

I think we're already there. Stats taken from exploit-intel.com/stats

One of the funniest OpenClaw onboarding processes I ever had.