Algorithmic Survival Scan
Full 5-Metric Diagnostic 2026
Single scan reveals your complete Machine Economy risk profile. Compute debt + agent reliability + collateral + hype risk + biological age -- unified into one Algorithmic Survival Score with 5-pillar radar visualization.
The flagship tool of the Algorithmic Survival Hub. Combines CDIR + ACS + CBBP + HDRS + BCS into one unified scan. Part of 119+ free tools.
Algorithmic Survival Scan -- 5-Pillar Diagnostic
Enter metrics across all 4 survival pillars. One scan reveals your complete Machine Economy risk profile.
COMPUTE PILLAR (CDIR + CBBP)
GPU Type
H100Select your primary GPU model
Cloud Provider
LambdaPrimary compute provider
Monthly Compute Spend
$247Total monthly GPU/inference costs
Staked UBC
5000 UBCUniversal Basic Compute tokens staked
UBC Yield
7.2%Annual UBC staking yield percentage
Prepaid Credits
$25,000Prepaid cloud compute credits balance
GPU Utilization
72%Average GPU utilization rate
AGENT PILLAR (ACS)
Active Agents
8Number of autonomous AI agents in your fleet
API Failures (30d)
45Total API call failures in last 30 days
Settlement Failures
12Failed M2M payment settlements
Swarm Coordination
3/5Multi-agent coordination quality (1=chaotic, 5=optimal)
HYPE PILLAR (HDRS)
Model Type
LLMPrimary model architecture
Model Size
70 B paramsModel parameter count in billions
Inference Cost
1.5 $/1K tokensCost per 1,000 tokens of inference
BIOLOGICAL PILLAR (BCS)
Chronological Age
42 yrsYour actual calendar age
Biological Age
47 yrsFrom DNA methylation or bio-age test (estimate if unknown)
Healthspan Stability
3/5Sleep, recovery, lifestyle consistency (1=poor, 5=optimal)
Stress Load
4/5Chronic stress burden (1=minimal, 5=severe)
UASS
75/100
CDIR
18
ACS
80
CBBP
100
HDRS
25
BCS
100
Algorithmic Survival Scan -- Frequently Asked Questions
What is the Algorithmic Survival Score?
The Algorithmic Survival Score (UASS) is a unified 0-100 metric that combines five individual Machine Economy scores: CDIR (Compute Debt), ACS (Agent Credit), CBBP (GPU Collateral), HDRS (Hype Debt Risk), and BCS (Biological Credit). It provides a single diagnostic of your complete algorithmic survival posture across compute, agent, economic, and biological pillars.
How does the 5-metric unification work?
Each of the 5 metrics is calculated independently using its own formula, then weighted equally at 20% each: UASS = (CDIR * 0.2) + (ACS * 0.2) + (CBBP * 0.2) + ((100-HDRS) * 0.2) + (BCS * 0.2). HDRS is inverted because higher hype debt means higher risk. The result maps to four tiers: EXCELLENT (80+), STABLE (65-80), FRAGILE (50-65), and CRITICAL (below 50).
What is the Compute pillar?
The Compute pillar combines CDIR (Compute Debt-to-Income Ratio measuring GPU spend vs UBC staking income) and CBBP (Compute-Backed Borrowing Power measuring GPU credits as collateral). Together they quantify your computational resource position in the Machine Economy -- how much compute you consume vs how much compute-backed value you hold.
How does Agentic Credit work?
The ACS (Agentic Credit Score) measures your AI agent fleet's financial trustworthiness across four dimensions: Reliability (API failure rate), Efficiency (settlement success), Stability (swarm coordination quality), and Wallet Health (agent-to-cost ratio). As autonomous agents handle more financial transactions, their creditworthiness directly impacts your survival score.
What is Hype Debt risk?
HDRS (Hype Debt Risk Score) measures your exposure to the AI bubble through inference cost ratios, model size risk, and circular dependency patterns. High HDRS means you are over-exposed to AI pricing that may not be sustainable. The $3T+ AI investment bubble creates real risk for anyone depending on current AI pricing assumptions.
How does Biological Credit affect survival?
BCS (Biological Credit Score) measures your healthspan-indexed creditworthiness. As longevity science extends human healthspan toward 120+ years, biological age becomes a financial variable. Your bio-chrono age delta, healthspan stability, and stress load directly impact long-term borrowing power and insurance underwriting in the 120-year economy.
How can I improve my UASS?
Start with your weakest pillar -- the scan identifies this automatically. Each pillar has a dedicated deep-dive tool: CDIR Calculator for compute debt, Agent Reputation Audit for agent credit, GPU Collateral Calculator for borrowing power, Bubble Detector for hype risk, and BCS Calculator for biological credit. The 90-day survival plan provides a phased roadmap.
What is the 90-day survival plan?
The 90-day plan is a 4-phase checklist: Triage (days 1-7) focuses on your weakest pillar and quick wins. Stabilize (days 8-21) implements compute optimization and agent reliability fixes. Optimize (days 22-45) rebalances collateral and starts biological interventions. Compound (days 46-90) re-runs the full scan targeting 15+ point UASS improvement.
How does the radar chart work?
The 5-pillar radar chart visualizes your score across Compute, Agent, Collateral, Economic, and Biological dimensions on a 0-100 scale each. A balanced pentagon indicates even survival posture. Collapsed vertices reveal vulnerabilities. The animated radar fills progressively to show your profile shape, with color-coded dots and labels for each pillar.
How does this relate to the 10-tool hub?
The Algorithmic Survival Scan is the unified front door for the 10-tool Algorithmic Survival Hub. It consolidates what 7 specialized calculators measure independently into a single diagnostic. After scanning, users are routed to the specific deep-dive tool for their weakest pillar. The hub also includes the Career Buy-Back ROI Calculator and Healthspan Mortgage Forecaster.