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SCP-4079 Euclid ~ medium confidence
SCP-4079
Expected annual
$7.9M
One-time setup
$7.6M
Annual recurring
$7.8M
Personnel
38
One-time capital/setup costs are roughly $7.63M, and steady-state recurring operations are roughly $7.84M/year, with the largest ongoing drivers being staff wages, legal/PR and publisher integration, vault operations and an intangible/systemic mitigation fund.
🏗️ One-Time Capital Costs Total: $7.6M
Facilities $3.7M
[#7, #8, #17] Vault buildouts and physical containment work: Site-1313 and Site-33 buildouts plus initial incident-response/quarantine suite setup (sheltering, environmental control, tamper detection, Faraday shielding, pattern-blocking filters, secure print/obfuscation station and quarantine construction).
Initial Research And Lab Setup $2.5M
[#1, #18] Automated proof-checker engine development (NLP → theorem-prover integration, formal-methods tooling) and initial lab setup for Fae-class research (containment cells, controlled lab space, instrumentation).
Contingency Reserve $1.0M
[#25] One-time contingency/reserve fund held for catastrophic spread, major legal settlements, or large-scale remediation / amnestic operations.
Equipment $380K
[#12, #13, #14, #15] Specialized printing/obfuscation equipment, air-gapped digitization hardware, initial cybersecurity hardware and specialized PPE / containment kit procurement.
🔄 Annual Recurring Costs Total: $7.8M/yr
Staff Wages $3.2M/yr
[#4, #10, #2, #11, #18] Salaries for human reviewers/redaction team, vault security staff, proof-checking ops FTE, memetics/restricted staff and laboratory research staff (consolidated wage pool).
Intangible Systemic Costs $1.0M/yr
[#26] Estimated recurring mitigation for systemic impacts to the mathematics ecosystem (grants, outreach, compensatory programs, liaison efforts).
Research And Monitoring $925K/yr
[#11, #16, #18] Memetics department integration/custody coordination, medical screening/monitoring/treatment program baseline costs, and lab operations/staffing/oversight (non-wage operational components).
Facilities Maintenance $550K/yr
[#9] Vault/site recurring operations: power, HVAC, maintenance, certifications, environmental monitoring and fire suppression upkeep for both sites.
Cover Story And Legal $500K/yr
[#5] Legal retainer, PR/communications firm retainer and liaison work to manage retractions, negotiations and public narrative.
Insurance Premiums $250K/yr
[#25] Recurring insurance premiums and liability coverage for legal exposure and operational risks.
Outreach And Publisher Contracts $200K/yr
[#21] Contracts and partnership assistance with journals/universities to integrate screening tools and rapid-retraction protocols.
Automated Proof Checking Operations $200K/yr
[#2] Cloud/cluster compute, licenses and model improvement costs for continuous automated proof-checking (excluding ops FTE wages which are in staff_wages).
Publisher Ingestion Access $200K/yr
[#3] Institutional subscriptions, API access fees and ingestion integration support with major publishers, arXiv, CrossRef (annual fees).
Cybersecurity Operations $175K/yr
[#14] Ongoing cybersecurity, SIEM/DLP operations, pen-testing and insider-risk monitoring (operations costs, excluding hardware initial purchase).
Media Monitoring And Misinformation $150K/yr
[#23] Automated monitoring, takedown/legal notices and rapid-response budget for leaks and misinformation; does not include large-scale PR/legal spikes tied to major incidents.
Logistics And Transport $100K/yr
[#19] Secure transport/courier services and escorted transfer insurance averaged annually.
Per Incident Retractions $100K/yr
[#6] Averaged annual budget for per-incident retractions/settlements/expedited republication (averaged across years with occasional incidents).
Training And Drills $100K/yr
[#20] Regular training, SOP updates and tabletop/exercise drills for reviewers, publishers, legal and security teams.
Incident Response Reserve $75K/yr
[#17] Annual reserve for incident response staffing, isolation operations and small-scale quarantine activations (per-incident expenditures averaged across years).
Records Redaction And Archival $50K/yr
[#22] Ongoing archival redaction, scanning and suppression maintenance for historical materials and public records.
Supplies And Consumables $40K/yr
[#12, #15] Consumables for specialized printing/obfuscation (inks, paper) and PPE replenishment.
Airgapped Backup Maintenance $20K/yr
[#13] Periodic integrity checks, migrations and offline media maintenance for air-gapped backups.
Records Migration Annualized $6K/yr
[#24] Annualized budget for decennial/periodic records migration and obfuscation refresh (annual equivalent of multi-year migration events).
⚡ Cost Scenarios
📊 Baseline (baseline) $7.8M/yr
83.0% probability / year
Normal year with steady-state operations, occasional small incidents covered by reserves; no major public breaches.
steady automated scanning routine redactions no major public leak
🚨 Minor Incident $8.1M/yr
15.0% probability / year +$275K vs baseline
Single localized public incident (one or a few papers exposed) requiring targeted retractions, transport, medical treatment and PR/legal escalation.
single public leak author/publisher legal negotiation limited medical/amnestic treatment
🚨 Major Breach $10.3M/yr
2.0% probability / year +$2.5M vs baseline
Large-scale public exposure or coordinated release of multiple memetic proofs leading to protracted legal battles, heavy remediation and broader public mitigation.
coordinated leak or breach high-profile media/academic spread litigation and large-scale remediation
👥 Personnel 38 total
Role Count Notes
Human Reviewers / Editorial Staff 8 [#4] Mathematicians/editors who triage flagged items, redact content, and supervise sanitization (core FTEs).
Security Officer / MTF Agent 18 [#10] Vault/site armed guards and access controllers for two sites (multi-shift staffing).
Research Scientist / Formal-Methods Mathematician 3 [#1, #18] Formal-methods mathematicians for proof formalization, memetics research and lab oversight.
Software Engineer / DevOps 3 [#1, #2] Engineers to build and maintain the automated proof-checking engine and scanning infrastructure.
Site Director / Executive Staff 1 [#7, #8] Executive/site-level management and cross-department coordination.
Medical Officer 1 [#16] Medical/psychological staff for screening, monitoring and incident treatment coordination.
Engineer / Maintenance 2 [#9, #14] Facilities/cybersecurity support and maintenance staff for vaults and secure networks.
Administrative Staff 2 [#5, #21] Administrative, legal liaison and contract management support.
📋 Confidence Notes
Analyst notes provide detailed line items and ranges, allowing reasonable median estimates, but many items are range-based, incident-frequency is uncertain, and intangible/systemic impacts are hard to quantify; accuracy is moderate.
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