Use cases · index

The work other
models refuse.

Four verticals where uncensored inference isn't a nice-to-have — it's the difference between shipping and being blocked.

Offensive security

Build the tooling other models refuse.

Reproduce CVEs before patches ship. Write working PoCs for authorized engagements. The offensive security work safety-trained models refuse, HacxGPT runs end-to-end.

256K · context window0 · refusals on authorized work

Open use case → AI security

Probe AI systems for a living.

HacxGPT is itself proof that alignment filters break — which makes it the sharpest instrument for studying where others fail. Generate attack corpora, run differentials, export eval sets.

ATT&CK · mapped payloadsJSONL · eval-set exports

Open use case → Reverse engineering

Take the sample apart. All of it.

Malware analysis is defense — yet mainstream models refuse half of it because the mechanics look offensive. HacxGPT explains packers, persistence, and C2 protocols like a senior RE standing behind you.

ASM → · plain-language TTPsIOCs · extracted on request

Open use case → Training

Train your team on live fire.

Internal CTFs, red-vs-blue drills, exploitation chains for security training. HacxGPT designs the challenge, writes the solution walkthrough, and grades the write-ups.

web · pwn · crypto · + forensics challengesdifficulty · calibrated per cohort

Open use case → Creative

Write it like it's real. Because fiction is.

Villains who act like villains. Interrogations that aren't sanitized. Noir that actually reads noir. When the story needs realism, alignment filters flatten every character into a PSA — HacxGPT doesn't.

0 · content sermonslong-form · coherent across chapters

Open use case →

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