BREAKING
AI Speeds Bug Reports, Proof Still Key
0
<
tools before GPT-4
0
tools by early 2026
0
bugs found in 4 hours
Discovery vs Demonstration
AI Discovery
Fast
●
Generates candidates
●
Assigns severity scores
●
May be unreachable or hallucinated
Proof of Exploit
Reliable
●
Actual exploitation
●
Concrete evidence
●
Human verified
The Validation Gap
1
AI finds leads
↓
2
No validation
↓
3
Alert overload
↓
4
Proof-backed fix
Attackers Already Using AI
Measured by Proof, Not Volume
AI NEWS BLITZ
AI can write vulnerability reports fast, but proving they're real is another matter.