Will anti-abuse collaboration go real-time?

Trend toward faster information sharing is visible. Real-time threat intelligence feeds exist. MBPs share campaign signatures quickly. Collaboration speed improves continuously.

Challenges: real-time sharing requires trust frameworks, false positive risks in automated response, and coordination complexity across many players. Balance speed against accuracy.

Likely evolution: faster sharing of high-confidence threat data, continued human review for edge cases, and automated defensive responses for clear threats. Reputation changes will propagate faster; senders must maintain continuous good practice rather than recovering between problems.