AI Compass
Compass
LEARNING PATHS

IN PRACTICE

Data: the craft

Collecting, labelling, checking, and the mistakes that devalue every later number.

about 3 hours

7 articles

  1. 01Building datasets2 min
  2. 02Measuring data quality2 min
  3. 03Annotation and labelling2 min
  4. 04Leakage2 min
  5. 05Bias in data2 min
  6. 06Reading benchmarks2 min
  7. 07Synthetic data · optional2 min
AI OPERATING PLATFORM

You don't have to know all of this yourself.

This wiki explains what needs doing. The LumeSec platform does it: it brings together what your AI systems are doing, holds them inside the agreed limits, and records the evidence as it goes.

See the platform
  • CorrelateOne picture of what your systems are actually doing.
  • ContainThe agreed limits hold at runtime, not just on paper.
  • AttestEvidence accrues in operation, not the week before an audit.
Data: the craft