docs: Standardize documentation headings from bolded text to markdown syntax for improved structure and readability.

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shiva108
2025-12-22 15:24:51 +01:00
parent 4751e54670
commit 114d1abb32
59 changed files with 3523 additions and 3542 deletions
@@ -285,20 +285,20 @@ A mature AI red team anticipates future threats and drives systemic improvement
## 45.11 Conclusion
**Key Takeaways:**
### Key Takeaways
- Building a world-class AI red team requires a holistic approach spanning people, processes, and technology.
- The lifecycle must cover everything from specialized scoping to consequence validation and remediation.
- Understanding unique AI vulnerability classes is prerequisite to effective testing.
- Integration into the SDLC (shifting left) allows for sustainable, scalable security.
**Recommendations:**
### Recommendations
- Start with clear mandate and objectives aligned with business risk.
- Invest in diverse talent: combine offensive security with ML engineering.
- Establish repeatable processes and leverage automation where possible.
**Next Steps:**
### Next Steps
- Begin with pilot engagements to demonstrate value.
- Build internal capabilities iteratively, moving from ad-hoc testing to continuous assurance.