Agent & Swarm Config Live Parameters

Agent Swarm Size 120 agents

Posting Velocity (msg/s) 8.5 msg/s

LLM Temperature (Entropy) 0.92

Template Variety 3 archetypes

Spam Defense Filter

Filter Heuristic Mode

Entropy Gate Threshold 3.40

Real-Time Synthetic Feed Telemetry

60 FPS · Active Engine

Feed Ingestion Stream (1020 events)

● Human Safe ▲ Slop Slipped ✖ Slop Blocked

Audit Metrics Benchmark Target

Total Generated 1020

AI Slop Count 894

Human Count 126

Blocked Slop 812

False Positives 14

Feed Purity 91.2%

Noise Ratio 87.6%

Active Mitigation Rules

Shannon Token Entropy < 3.40 bits/tok

Repetitive Slop Templates Jaccard > 0.78

Synthetic Agent Archetypes 3 Flagged

Bandwidth Waste Averted 4.28 MB

Research Context: Ars Technica highlighted how swarms of autonomous agents produce repetitive "slop" that contaminates web discussions and search indices. Tuning entropy gates suppresses autonomous spam without silencing organic authors.