The future of cybersecurity will be dictated by a defender's ability to not only ingest unique attacks, but generate the strains that don't exist yet and ship the detection ahead of them. As the rest of the industry degrades, the largest financial institutions will consolidate on the single provider that can do this at scale. That provider needs a constant supply of unique attacks to work from, and a subnet is the only structure that pays a swarm of attackers to supply them. bittensor:native #SN61

@NVIDIAAI and CrowdStrike ran a red agent against a blue agent inside an isolated replica of NVIDIA's infrastructure and tested the result on eight unseen attacks. The loop is the right idea, however, the real constraint here is the quantity and diversity of attack generation. One harness, or one internal team, searches with one set of tools and priors, so it finds the gaps it was built to look for and the loop stops when it runs out of paths. The attackers a platform actually faces are a spread of people with different tooling, different skill levels and different reasons to be there, and the gaps they find are the ones that actually get used. Building a decentralised community of attackers is the key solve. Our miners are paid to get past the detection stack with any method they choose, which right now means over 100 attacks a day, all being automatically reverse engineered, strengthening our core cybersecurity models continually. bittensor:native