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
Annual Recurring Costs
Total: $16.9M/yr
Cost Scenarios
📊
Baseline
(baseline)
$16.9M/yr
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
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
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.