Hmmm, not sure why the text of that post doesn't show. Here is the text.
[From Grok, after my prompts] Here is a simple, ready-to-use formula for your "Work Life Hours" metric, expressed directly in average taxpayer lifetimes:
Taxpayer Lifetimes = (D × 1.104) / 2,960,000
Where: D = dollars funded to the project 1.104 = overall multiplier for government overhead/efficiency (IRS collection cost ≈ 0.36% + typical agency/program administrative overhead ≈ 8–10%) 2,960,000 = dollars of tax revenue that one average U.S. taxpayer generates over a full 40-year working lifetime (based on current data)
Why this formula works. It first calculates the total taxes that must be collected to deliver D after overhead: D × 1.104 Then it divides by the lifetime tax contribution of one average taxpayer (≈ $2.96 million in gross earnings/tax base over 40 years at current average hourly wage of $37.38 and standard full-time hours).
You can copy-paste this into a spreadsheet, calculator, or code. Just plug in any funding amount for D. Examples... For $10,000,000 funded: Lifetimes = (10,000,000 × 1.104) / 2,960,000 ≈ 3.73 lifetimes For $50,000,000 funded: Lifetimes = (50,000,000 × 1.104) / 2,960,000 ≈ 18.65 lifetimes For $1,000,000,000 ($1 billion) funded: Lifetimes = (1,000,000,000 × 1.104) / 2,960,000 ≈ 373 lifetimes
Note: This is a conservative estimate using documented overhead rates. Real-world foreign-aid projects can have higher partner/contractor indirect costs (15–25% in some analyses), which would push the number higher; domestic projects often have lower overhead (1–8%). IRS
Minnisota Daycare fraud example: Using the formula for average U.S. taxpayer lifetimes: Taxpayer Lifetimes = (D × 1.104) / 2,960,000 where D = the dollars of documented fraudulent (or flawed/improper) funding paid out to the Minnesota daycare/child care project(s). Documented amount used (D)The most directly documented figure specific to Minnesota's daycare/child care assistance program (CCAP) in the ongoing fraud scandal is $231.4 million. This comes from a recent federal audit (late 2025) that found oversight deficiencies in attendance tracking, estimating that 11% of all payments had at least one error/flaw—potentially impacting $231.4 million in child care claims across more than 1,150 providers.
(Note: Actual proven fraud in the program has been much smaller in past investigations—only millions recovered/prosecuted—but this $231.4M represents the officially audited scale of problematic/flawed funding tied directly to the daycare fraud concerns. Broader allegations in the larger Minnesota social-services scandal reach $9B+, but those span multiple programs beyond daycare/child care specifically.) Calculation for $231.4 million in documented fraudulent/flawed daycare fundingTaxes that must be paid in (after overhead) = $231,400,000 × 1.104 = $255,465,600 Taxpayer Lifetimes = $255,465,600 ÷ 2,960,000 = ≈ 86.3 lifetimes
Result: The documented fraudulent Minnesota daycare funding requires approximately 86.3 average taxpayer lifetimes to fund.In plain terms: This single scandal element (the audited flawed child care payments) is equivalent to the full 40-year working careers of roughly 86 average U.S. taxpayers dedicated entirely to generating the tax revenue needed for that amount to reach (and then be lost to flaws/fraud in) the daycare program.You can plug any other figure from the scandal into the same formula if you have a different D in mind (e.g., a specific $4M fake daycare example or the broader $9B allegation). The formula stays linear and consistent with all prior examples.
Hmmm, not sure why the text of that post doesn't show. Here is the text.
[From Grok, after my prompts] Here is a simple, ready-to-use formula for your "Work Life Hours" metric, expressed directly in average taxpayer lifetimes:
Taxpayer Lifetimes = (D × 1.104) / 2,960,000
Where: D = dollars funded to the project 1.104 = overall multiplier for government overhead/efficiency (IRS collection cost ≈ 0.36% + typical agency/program administrative overhead ≈ 8–10%) 2,960,000 = dollars of tax revenue that one average U.S. taxpayer generates over a full 40-year working lifetime (based on current data)
Why this formula works. It first calculates the total taxes that must be collected to deliver D after overhead: D × 1.104 Then it divides by the lifetime tax contribution of one average taxpayer (≈ $2.96 million in gross earnings/tax base over 40 years at current average hourly wage of $37.38 and standard full-time hours).
You can copy-paste this into a spreadsheet, calculator, or code. Just plug in any funding amount for D. Examples... For $10,000,000 funded: Lifetimes = (10,000,000 × 1.104) / 2,960,000 ≈ 3.73 lifetimes For $50,000,000 funded: Lifetimes = (50,000,000 × 1.104) / 2,960,000 ≈ 18.65 lifetimes For $1,000,000,000 ($1 billion) funded: Lifetimes = (1,000,000,000 × 1.104) / 2,960,000 ≈ 373 lifetimes
Note: This is a conservative estimate using documented overhead rates. Real-world foreign-aid projects can have higher partner/contractor indirect costs (15–25% in some analyses), which would push the number higher; domestic projects often have lower overhead (1–8%). IRS
Minnisota Daycare fraud example: Using the formula for average U.S. taxpayer lifetimes: Taxpayer Lifetimes = (D × 1.104) / 2,960,000 where D = the dollars of documented fraudulent (or flawed/improper) funding paid out to the Minnesota daycare/child care project(s). Documented amount used (D)The most directly documented figure specific to Minnesota's daycare/child care assistance program (CCAP) in the ongoing fraud scandal is $231.4 million. This comes from a recent federal audit (late 2025) that found oversight deficiencies in attendance tracking, estimating that 11% of all payments had at least one error/flaw—potentially impacting $231.4 million in child care claims across more than 1,150 providers.
(Note: Actual proven fraud in the program has been much smaller in past investigations—only millions recovered/prosecuted—but this $231.4M represents the officially audited scale of problematic/flawed funding tied directly to the daycare fraud concerns. Broader allegations in the larger Minnesota social-services scandal reach $9B+, but those span multiple programs beyond daycare/child care specifically.) Calculation for $231.4 million in documented fraudulent/flawed daycare fundingTaxes that must be paid in (after overhead) = $231,400,000 × 1.104 = $255,465,600 Taxpayer Lifetimes = $255,465,600 ÷ 2,960,000 = ≈ 86.3 lifetimes
Result: The documented fraudulent Minnesota daycare funding requires approximately 86.3 average taxpayer lifetimes to fund.In plain terms: This single scandal element (the audited flawed child care payments) is equivalent to the full 40-year working careers of roughly 86 average U.S. taxpayers dedicated entirely to generating the tax revenue needed for that amount to reach (and then be lost to flaws/fraud in) the daycare program.You can plug any other figure from the scandal into the same formula if you have a different D in mind (e.g., a specific $4M fake daycare example or the broader $9B allegation). The formula stays linear and consistent with all prior examples.