THE SOTA LAB · RESEARCH ARCHIVE · 5 INVESTIGATIONS
Research Directory
We investigate problems at the intersection of online Bayesian capability inference, structured competency topologies, and adaptive cognitive instruments.
Disciplines & Collections
AI Systems3
AI Systems
Inference Kernels
Data Topologies4
Data Topologies
Ontologies & NLP
Human Capability3
Human Capability
Adaptive CAT
Labour Markets2
Labour Markets
TVET Cohorts
01
Capability Inference
AI Systems & Human Capability·2026·Lead: Daniel Mahandana
Active→
02
Skills Intelligence
Data & Intelligence·2026·Lead: Daniel Mahandana
Active→
03
Cognitive Assessment Engine
Human Capability·2026·Lead: Systems Engineering Team
Active→
04
Synthetic Drift Benchmark
AI Systems·2025·Lead: Daniel Mahandana
published→
05
TVET Labour Market Radar
Labour Markets·2026·Lead: Research Group
exploratory→