AI Companionship Demand Calculator

Zuckerberg Podcast Model
Interactive Social Network Graph 16 Entities
You (Ego)
Human Friends (3)
AI Companions (12)
Unmet Deficit (0)
“The average American has fewer than three people that they would consider friends... and demand for meaningfully more. I think it’s, like, 15.” — Mark Zuckerberg (Dwarkesh Podcast)
Network Component Count Avg Hours/Wk Weekly Total
Human Close Friends 3 3.5 h 10.5 h
AI Companions Active 12 3.5 h 42.0 h
Unmet Relationship Deficit 0 — 0.0 h
Model Presets & Parameters
Current Human Friends (3) 3
Desired Relationships Demand (15) 15
AI Companion Allocation (12) 12
Time Per Friend/Companion (3.5 hrs/wk) 3.5h
Weekly Emotional Bandwidth Cap (40 hrs/wk) 40h
Companionship Deficit 12 Desired minus current friends
AI Bridge Ratio 0.8 AI proportion of demand
Total Demand Hours 52.5 Hours for full social circle
Bandwidth Deficit 12.5 Hours exceeding weekly cap
AI companions satisfy 80% of desired social reach. Moderate weekly bandwidth overload is present; consider fine-tuning companion interaction duration.

Following the companionship-demand arithmetic

Read the explanation

This calculator models counts and time, not the quality of a relationship. Its baseline desires fifteen relationships, has three human friends, and assigns twelve AI companions. The human companionship deficit is max zero, desired minus human friends, so it remains twelve even after AI companions are added. The graph separately computes unmet placeholders as desired minus humans minus AI, giving zero. With one central node, three human nodes, and twelve AI nodes, sixteen entities are displayed. These two deficit names refer to different formulas; a filled graph is not proof of social fulfillment. The AI bridge ratio divides AI count by desired count, not by human deficit. Twelve divided by fifteen is point eight, displayed as eighty percent. It rounds the ratio to two decimals. If AI count exceeds desired count, the ratio can exceed one hundred percent because there is no clamp. If desired count is zero, the ratio is forced to zero. This assigned ratio does not measure how well AI supports someone, and does not establish interchangeability between human and AI relationships. Total time demand uses desired relationships times hours per relationship. At fifteen times three point five it is fifty two point five hours. The bandwidth deficit subtracts the forty hour limit and floors at zero, yielding twelve point five hours. AI count is absent from both formulas. Adding companions changes node counts and bridge ratio but does not reduce the reported time demand. The table separately displays human and AI count times the same rate. These are simple assigned hours, not measured emotional bandwidth or a validated psychological capacity model. Recommendation text follows a priority chain. No AI and a human deficit above six gets severe unmet deficit first, even if bandwidth deficit is also large. Otherwise a bandwidth deficit above fifteen gets overload. Otherwise ten or more AI companions with deficit at most fourteen gets balanced integration. Human count at least desired count gets satiety only after those earlier branches. Between fourteen and fifteen hours, the default balanced label may remain. These are software labels, not a diagnosis or a recommendation validated for a person. The export records inputs, computed counts, and hours for inspection.

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