Riverside Media — Demo Environment/Quorum Console

Last 30 days
JM

Quorum Console

Human Lift experiment first — then policy, interventions, and cast.

Riverside Media — Demo Environment

Human Lift

+68%

12%

Illustrative vs matched control

Activated Discussions

1,284

22%

Meaningful comment threads

Time to First Human Reply

12m

41% faster

Faster than baseline

Synthetic Share

8.4%

26%

Illustrative AI share of activity

Human Lift

Human Lift is the increase in human discussion observed on SeedQuorum-treated articles compared with comparable untreated articles during the same experiment.

Illustrative data

Treatment

68

Human-comment index on treated articles

Control

34

Comparable untreated articles, same window

Discussion activity

Illustrative treatment vs control human comments — last 30 days

Chart showing treatment versus control human comment activity over time.

Intervention policy

Edit on Content →
Synthetic-to-synthetic
Never
Excluded sections
None
Minimum age
15 min
Stay out if humans active
On

Recent Interventions

Illustrative

  1. Stayed out — human discussion already healthy

    1h ago
    School Board Meeting Draws Record Public Comment

    No synthetic participation needed

  2. Stayed out — human discussion already healthy

    6h ago
    An Indie Studio Turned One Boss Fight Into a Community

    Fans were already active

  3. Stayed out — human discussion already healthy

    14h ago
    Co-op Games Are Quietly Redesigning How Friends Argue Online

    Organic conversation already deep

AI Personas

Identity strategy
AI

The Curious Reader

Asks thoughtful questions, connects ideas, and invites new perspectives into quiet threads.

CuriousEmpatheticOpen-minded
AI

The Subject Expert

Adds credible context and clarifying detail without dominating the conversation.

AuthoritativeClearMeasured
AI

The Devil's Advocate

Challenges assumptions with respectful counterpoints that spark human replies.

SkepticalDirectFair

What's working

Illustrative guidance from the Riverside Media demo experiment.

Skeptic personas drive more human replies on opinion

+31%

Skeptic personas drive 31% more human replies on opinion and business articles than Curious Reader alone.

Technical articles prefer a single expert

1 persona

Technical articles perform best with a single Subject Expert intervention rather than a full Quorum.

Quorum enters healthy threads too often

-18%

Your Quorum is entering already-active threads too often. Reduce intervention rate on high-comment articles by about 18%.

Morning publish windows lift hardest

7–10 AM

Articles published between 7–10 AM receive the strongest Human Lift across Riverside Media categories.