10 lines
No EOL
660 B
Markdown
10 lines
No EOL
660 B
Markdown
```markdown
|
|
## The Claim (current version)
|
|
|
|
|
|
## Extending Evidence
|
|
|
|
**Source:** Theseus synthetic analysis of Nordby et al. + SCAV
|
|
|
|
Multi-layer ensemble probes do not escape the dual-use structure in white-box settings (open-weights models). White-box multi-layer SCAV is *theoretically feasible* by computing concept directions at each monitored layer and constructing a single perturbation that suppresses all simultaneously. The monitoring precision hierarchy holds: each level is structurally defeatable given sufficient attacker capability. Multi-layer ensembles raise attack cost but do not escape the dual-use structure for open-weights deployments.
|
|
``` |