SCP-3334 Thaumiel ~ medium confidence
SCP-3334
Expected annual
$17.2M
One-time setup
$25.2M
Annual recurring
$16.9M
Personnel
116
Estimated one-time setup and capital expenses total roughly $25.2M driven primarily by storage, replica hardware, a production compute cluster, and site-level physical hardening; recurring annual costs are about $16.9M/yr driven mainly by personnel, secure transport logistics, ongoing compute/power, and incident/reserve funding.
🏗️ One-Time Capital Costs Total: $25.2M
Equipment $17.1M
[#1, #2, #3, #4, #6, #7, #9, #17, #19, #23, #27, #29, #30] Primary and replica storage arrays, model-weight storage, air-gapped switches and networking appliances, HSM appliances, GPU/TPU compute cluster, secure dev workstations, media destruction/shredders, IDS/monitoring appliances, PPE procurement, tamper-evident hardware, integrity tooling, and archival purchase.
Facilities $4.5M
[#18, #26] Physical site modifications, vaults, EM/structural hardening and backup generator/CRAC installation at major hosting sites.
Insurance Catastrophic Reserve $3.0M
[#25] Capital reserve for catastrophic scenarios as recommended ($1M–$10M range).
Initial Research And Lab Setup $600K
[#10] Development/certification of visualization-blocking middleware and redaction/auditing tooling (initial development/procurement and VMC-certification effort).
🔄 Annual Recurring Costs Total: $16.9M/yr
Staff Wages $7.0M/yr
[#11, #12, #13] Salaries for HMCL supervisor and containment leads, containment team FTEs, ML/DevOps/IT engineering staff, and dedicated physical security/guards.
Incident Response Reserve $2.0M/yr
[#22] Annual allocation to a reserved fund for breach remediation, emergency mobilization, replacement hardware and recovery operations.
Logistics And Transport $1.6M/yr
[#5] Secure physical synchronization (encrypted media duplication, armored courier/cleared transport, chain-of-custody) for biweekly primary syncs and weekly SCP-3334-2 syncs.
Mtf Readiness $1.0M/yr
[#14] MTF Mu-4 specialized readiness, training, equipment, and standby rotation costs.
Research And Monitoring $800K/yr
[#21] Ongoing R&D, dataset curation, validation protocol development, and experiment budgeting for MEDUSA augmentations.
Compute Power And Replacement $800K/yr
[#8] Electricity, cooling, spare hardware, warranty/maintenance and replacement for GPU/TPU clusters used for training and validation.
Facilities Maintenance $750K/yr
[#18, #26] Maintenance contracts for backup generators/CRAC, fuel contracts, and vault upkeep across primary & replica sites.
Cover Story And Legal $700K/yr
[#20] Legal retainers, cover procurement/contract obfuscation, leak response retainer and plausible-deniability operations.
Certification And Audit $400K/yr
[#16] Regular internal/external audits, memetic safety certifications, and red-team adversarial testing.
Insurance And Risk Management $400K/yr
[#25] Specialty insurance premium / captive insurance costs and ongoing risk management program expenses.
Network And Siem $350K/yr
[#19] SIEM licenses, logging storage costs, IDS/IPS subscriptions and analyst staffing for continuous monitoring.
Psych Screening And Care $300K/yr
[#15] Psychological screening, periodic monitoring, counseling, post-exposure therapy and contingency treatments for staff exposed to VMC hazards.
Supplies And Consumables $155K/yr
[#9, #17, #23, #27, #30] Consumables for secure workstations/endpoint management, media destruction consumables, PPE replacements, tamper-evident seals operations, and archival storage fees.
Training And Sop $150K/yr
[#24] Creation/delivery of training curricula, refresher courses, simulation exercises, and formal certifications for VMC handling SOPs.
Visualization Middleware Maintenance $125K/yr
[#10] Ongoing maintenance, updates, audits and certification testing of redaction/visualization-blocking middleware and audit tooling.
Air Gapped Network Maintenance $100K/yr
[#4] Support and maintenance for isolated switches, jump hosts, one-way data diodes, ACLs and hardened firewall appliances.
Temporary Dev Envs $100K/yr
[#28] Licenses, administrative overhead, and tools for temporary encrypted dev copies and time-limited test environments.
Data Integrity And Verification $85K/yr
[#29] Recurring integrity scans, cryptographic verification jobs, Merkle-manifest maintenance and forensic tooling upkeep.
Hsm Kms Support $60K/yr
[#6] HSM/KMS support, audits, and secure key custodianship staffing.
Cost Scenarios
📊 Baseline (baseline) $16.9M/yr
83.0% probability / year
Normal operational year with biweekly/weekly syncs, routine maintenance, and no major containment failures.
routine_operations scheduled_syncs no_major_breach
🚨 Minor Incident $18.1M/yr
15.0% probability / year +$1.2M vs baseline
MEDUSA performance dip (accuracy <90%) or small containment breach requiring MTF response, extra retraining, and limited hardware/media sanitization.
MEDUSA_failure accuracy_drop_below_90% localized_containment_breaches
🚨 Major Breach $21.9M/yr
2.0% probability / year +$5.0M vs baseline
Large-scale containment breach or public exposure necessitating mass media destruction, large-scale MTF operations, legal/cover response, and significant hardware replacement.
widespread_outbreaks multiple_site_breaches public_leak_or_lifted_veil
👥 Personnel 116 total
Role Count Notes
HMCL Supervisor / Senior Scientist 1 [#11] Senior HMCL supervisor salary and management oversight for SCP-3334.
Containment Team (liaisons / ops leads) 8 [#11] Containment liaisons, lead compute ops and security lead included in containment team FTEs.
Research Scientist / ML Engineer / DevOps 20 [#12] Ongoing MEDUSA engineering, dataset curation, validation, and model operations staff.
Security Officer / MTF Agent (guards) 36 [#13] Dedicated site guards and physical security personnel across primary and replica sites.
Administrative Staff / Operations 1 [#11] Admin and coordination staff associated with containment and HMCL operations.
Class-D Personnel (Protocol 10-Kempelen) 50 [] Fifty D-class subjects are assigned for Protocol 10-Kempelen per the containment article (not an analyst line item).
📋 Confidence Notes
Many line items have wide published ranges (storage scale, cluster size, incident severity) and containment-critical scenarios have high tail risk; core recurring staff and transport estimates are better defined from the notes, but major incident costs remain uncertain.
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