Kefiw

Archived noindex page. Kefiw's public focus is Property decision help.

Archived page

This older Kefiw page is kept for reference, marked noindex, and removed from the primary sitemap. The current Kefiw experience is focused on property decisions: cost, quotes, damage, buying, selling, owning, and packets.

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What Time-to-Human Calculates

The single score that tells you whether leaving the house is worth it tonight.

Time-to-Human answers one question: does the connection payoff beat tonight's transit, cost, and energy tax?

Time-to-Human takes the four inputs that actually drive whether tonight's outing is worth it — connection quality, transit time, dollar cost, and your current energy floor — and produces one number. Above 1.0 the math says GO. Below, it says STAY, guilt-free.

Quick answer

Time-to-Human answers one question: does the connection payoff beat tonight's transit, cost, and energy tax?

What you are trying to do
The single score that tells you whether leaving the house is worth it tonight.
Best next step
Time to Human
Limit to remember
Treat this as a practical aid for the task, not a replacement for professional judgment.

Key points

  • Formula: (connection intensity × 10) ÷ (transit + cost + energy tax). Energy tax grows as your energy score drops.
  • Threshold is 1.0 — a calibrated midpoint where the inputs balance. Anything above means connection beats the spend; below means you are paying more than you will receive.
  • Low energy inflates the tax nonlinearly. Energy 3 can turn an otherwise fine outing into a net loss because the recovery cost dominates.
  • The verdict is permission, not a prescription. STAY is a legitimate answer — the tool breaks the guilt cycle that keeps depressed people locked in false-choice loops.
  • Built for the specific window where leaving the house feels impossible. In that window, arithmetic is more reliable than motivation.

Examples

  • Low energy + far drive
    Energy 3, transit 45 min, cost $25, connection 6 → score 0.36 → STAY. The 6 out of 10 connection cannot overcome the energy/cost tax at this floor.
  • Close friend nearby
    Energy 7, transit 10 min, cost $0, connection 9 → score 2.25 → GO. Clean green light — everything aligned.
  • Obligation dinner
    Energy 5, transit 30 min, cost $40, connection 3 → score 0.32 → STAY. The cost of going drowns the connection payoff; this is the tool catching a social obligation trap.

When to use which tool

Related

Frequently asked questions

Is 1.0 the right threshold? Trust & accuracy

It is a calibrated midpoint, not sacred. Below 1 the formula weights say the spend beats the payoff. Tune your own threshold up or down — the value of the tool is deterministic math you can reason about, not a magic number.

Does this trivialize mental health?

The opposite. It removes the guilt cycle that extroverted friends and self-help content inject into an otherwise simple decision. STAY is a real answer; the tool gives you permission to use it.

How is this different from Social Latency? How-to

Same formula, different UI. Time-to-Human has a battery gauge, verbal verdict, and energy tax. Social Latency is the stripped numerical version with no copy layer.

How should I use a decision framework in real life? How-to

Use a decision framework to expose the tradeoff, not to outsource the decision. Write down the inputs, compare the output with your constraints, then ask what would change the answer. The strongest use is scenario testing: base case, conservative case, and failure case.

Is this financial, legal, or tax advice? Trust & accuracy

No, this is not legal, financial, tax, medical, or professional advice unless the page explicitly says that use case is supported. It organizes assumptions so you can inspect them. Verify high-stakes choices with qualified people who can review facts, contracts, regulations, and downside risk.