Active reconnaissance directly interacts with target systems — port scans, ping sweeps, web crawling, banner grabbing. Creates logs on target systems but provides more detailed information.
Active recon generates evidence of your activities. May be detected and blocked. Always have authorization. Contrast with passive recon (OSINT) which generates no target-side logs.