Is Sol 5.6 SuperHuman for Bug Bounty? (Ep.186)
Source: YouTube · Critical Thinking - Bug Bounty Podcast · published Aug 6, 2026 · 58:04
AI models like GPT-56 Soul are finding critical chain-level vulnerabilities that top researchers couldn't replicate in the same timeframe, marking superhuman capability in security research 22:55.
Key Takeaways:
• Coinbase de-scoped low/medium bugs, claiming internal AI catches them at scale—hosts call this absurd since those bugs would be fixed before reaching hunters 6:01.
• GitHub launched a VIP program with higher bounties (crits $30k, highs $20k) versus public (crits $10k, highs $5k), requiring qualifying submissions for entry 10:41.
• "WP to Shell" uses a batch API validation desync for unauthenticated SQL injection, then leverages cache manipulation and customizer change sets to achieve admin RCE 48:15.
• "Rails to Shell" abuses libvips by uploading MATLAB (HDF5) files with external storage pointers to read arbitrary files like /etc/passwd 43:44.
• AI hacking tips include "gaslighting" models to persist when they say no bug exists, using the "gauntlet loop" prompt pattern, and targeting exclusive or hardware-based scope 40:32.
AI is fundamentally reshaping bug bounty dynamics, making persistence, exclusive scope access, and deep prompting the new differentiators.
Sources:
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And I think that you also need to be gaslighting your model like, "Nope, there's definitely a bug here. Nope, there's definitely a bug here." Because even 56 Ultra came back to JD multiple times at this event. I was like, "Nope, there's not a bug here." He's like, "Yeah, there is. I know there is." And eventually it found [laughter] like found some crazy stuff. >> I know. That's exactly what JD was like too. He's like, "Yes, it is." [music] >> Best part of when you can just, you know, critical think, right? Yeah, dude. [music] >> If you've been in the bug bounty recon game for any period of time, you know how beautiful it is when some unsuspecting dev or DevOps guy spins up what's clearly supposed to be an internal facing server and accidentally just gives you the keys to the kingdom, righ…