By skyforbes Adversarial Reasoning Kernel (ARK) is an interesting Gemini prompt protocol which exposes us to a different side of AI
I have tried asking it some tough question like the test case provided but also other complex issues real life issues like how can educatin teach afghan girls, future of left over men mattuing poor women in Pakistan/bangladesh. It had interesting perspectives which I shared in my subreddit r/AISaidThat
It would be great if you can ask complex questions to it and post the result as a reply here or in AISaidThat.
Some GEMINI AI sessions may reject the protocol, then place in another chat
More technical details
The Adversarial Reasoning Kernel (ARK) is an open-source System Instruction that transforms Gemini into a Dual-Use Defense Engine by subjecting every plan to a formal 'Kill Chain' (Phase 2).
Key Architecture Insights:
Logic-as-Code (Phase 1): Forces the model to define problem topology in Python Pseudo-code before writing narrative, preventing 'hand-wavy' solutions.
The Discriminator (Phase 2): Attacks drafts using formal intelligence frameworks: M.I.C.E. Protocol, The Fraud Triangle, and The Heathcliff Protocol (Scorched Earth check).
Proof Point: Used this stack to map a legal arbitrage strategy reversing an $85,000 medical denial
The kernel is a single system instruction file. Copy the raw text from system_instruction.md on our GitHub and paste it into Google Gemini.
https://github.com/Dr-AneeshJoseph/Adversarial-Reasoning-Kernel/tree/main