SSI

SSI Overlooked Research Vectors Simulator

FLOP Allocator v2.3
Preset Strategies
Compute Distribution
Total Compute Scale 1.0e+25 FLOPs
Raw Pre-training 50.0%
Interpretability 20.0%
Synthetic Oversight 15.0%
Alignment Verification 15.0%
* Note: Reallocating compute dynamically scales safety margin vs raw capability index. Vector sliders automatically stay normalized to 100%.
SSI Safety Frontier Model Output
Risk: Controlled Convergence | Safety Margin: 91.2%
Capability Index 84.5 Scaling curve normalized
Safety Margin 91.2% Alignment safety buffer
Alignment Overhead 5.00e+24 FLOPs dedicated to safety
Risk Profile Controlled Low divergence hazard
Safety vs. Capability Frontier Trajectory
— Safe Operating Zone — Catastrophic Divergence Risk
Interpretability Depth Analysis

Mechanistic interpretability allocation provides structural oversight, reducing latent variable opacity as model capabilities scale.

Oversight Efficiency Index

Automated alignment verification and synthetic data feedback maintain safety equilibrium against exponential scaling.

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