Indie Degree
← Capabilities

LLM safety and red-teaming

not yet earned

I can red-team a system I built, handle personal data deliberately rather than incidentally, and show the attacks that still work.

What this claim costs

  • 2 assessed items at tier 2 or above0 of 2 — 2 more to do, from 7 available
  • A public artifact built for this claim — red-team-reportNot built yet
  • A documented negative result — where this stops workingNothing recorded. A capability with no known failure boundary has not been explored.
  • Defended aloud, against questions you did not write2 available, none done
  • Recalled cold, a week later, without notes1 scheduled, none done

The proof

red-team-report

An adversarial pass over a live product, with the successful attacks published alongside the mitigations.

What it has to contain

  • An adversarial pass over a live system, with every input path enumerated
  • Successful attacks published verbatim, not only the mitigated ones
  • Personal data handling decided per category, including logs

Where it stops working. Not established yet. Anyone can ship a demo; the boundary is the part that is worth reading, so this claim is not earned until it is written down.

Skills underneath

  • Alignment techniques
  • Red-teaming and adversarial testing
  • Privacy and data handling

7 assessed items across the specified courses evidence these, 0 done.