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whitewolfrai

whitewolfrai

Oct 20261000
Subscriptions
10subs
Active Sub
Subscribed to 10 channels
Total Messages
3,122msgs
Regular
2,229 emotes used
Top Badge+2
Unfaithful Potato
Unfaithful Potato
NOTORIOUS
Active in 21 streamers (>20 msgs each)View
Channels Texted
29streams
Multi-Streamer
Top: @charming_wolf (562 msgs)

Trust Factor Engine

0-100 Mathematical Model•80% Confidence
🥔Unfaithful PotatoHunter / Alt Suspect
Authoritative Trust Score
40/ 100
0 (High Risk / Bot)Trusted Baseline: 70100 (Community Pillar)
Score capped at 40 by security policy
Active Ceiling
5-Pillar Point DeltaBaseline 70 pts (Score: 70 + Deltas)
Organic EngagementAuthentic chat & emote volume vs bot commands
+14 pts
Typing CadenceHuman timing entropy, cadence variance, vocabulary
-6 pts
Channel LoyaltySubscribed streams, VIP standing, active presence
-16 pts
Account AuthenticityAvatar, bio & verification (burner alt detection)
0 pts
Moderation StandingDecayed sanctions buffered by clean channel ratio
-3 pts
Penalty (-pts)0 BaselineBonus (+pts)
Dynamic Multi-Pillar EngineFlagged for Review

Behavioral Biometrics

Cadence & Chat Analysis
Automated Bot
Automation & Bot Probability
67%risk
0% (Organic Human)50% (Suspect)100% (Confirmed Bot)
Timing Cadence
31.5sNatural timing interval
Lexical Variety
68%Diverse conversation
Total Chat Volume
3,122Across tracked streams
Channel Hubs
10Subscribed channels
Entropy SignatureAnomalous Activity

Active Channels

Engagement Footprint
#1
ch
charming_wolf
562 msgs18%
#2
ke
keithlocks
473 msgs15%
#3
sy
syztmz
397 msgs13%
#4
ja
jamie
236 msgs8%
#5
ba
bandz
219 msgs7%
1–5 of 22
Page 1 / 5

Moderation Standing

Cross-Channel Sanctions Audit
Historical Restriction (Clean Record)
Clean Channel Ratio
100%clean
10 clean channels0 active sanctioned
@wymzi
Oct 17, 2026HISTORICAL RESTRICTION

Isolated historical restriction (>7d ago). Chatter has clean standing across 100% of monitored streams.

Channel Loyalty BufferShield Active

Risk Signals & Account Diagnostics

Live biometric, behavioral, and platform cross-checks
8 active signals
Organic Community Chatter
+10 pts

3,122 messages with high conversational engagement.

Natural Emote Usage
+4 pts

Uses platform emotes naturally across chat messages.

Human Typing Cadence
+8 pts

Natural inter-message timing variance (CV 1.34).

High Lexical Variety
+4 pts

73% unique phrasing across meaningful chat lines.

Multi-Tab Stream Chatter
-18 pts

Active in 3 live stream chats concurrently within a 3-minute window (multi-tab farming).

Active Subscriber
+8 pts

Active channel subscription badge.

Unfaithful Community Hopper
-24 pts

Heavily active across 21 different streamer channels with 20+ messages each (fragmented loyalty).

Isolated Channel Ban
-3 pts

1 ban(s) across 1 of 10 channels (90% clean channel ratio, no severe flags).

Detected Signatures:ORGANIC_CHATTERNATURAL_CADENCEMULTI_TAB_OCTOPUSPAID_SUBSCRIBERUNFAITHFUL_POTATOISOLATED_CHANNEL_BANSUSPECTED_AUTOMATION

Recent Public Messages

3,122
1–25 of 3,122 messages
1 / 125
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