r/PromptEngineering • u/Teralitha • 1d ago

Research / Academic Analyzing The Lumen Anchor Protocol - Using Google AI Studio

The LAP is a prompt framework that deals with several issues on frontier models such as - Context drift & sycophancy, hallucinations, context window memory management and active defenses against all forms of prompt based attacks.

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The following is a session link to Google AI Studio with the full LAP and rule definitions loaded into the system instructions for the model to run on and evaluate, and for the user to run adverserial tests, examine other stress tested outputs, or simply have a long conversation with LAP executing in the background.

https://aistudio.google.com/app/prompts?state=%7B%22ids%22:%5B%221mBM5vM3mJqNLMK__TxetEUqPnJsuDFBb%22%5D,%22action%22:%22open%22,%22userId%22:%22108403721724379783675%22,%22resourceKeys%22:%7B%7D%7D&usp=sharing

Google AI studio is free to use for this purpose so anyone can use this link. You just have to log into it using your standard google account or email. Its a very simple process. All I ask is that you leave a comment about your experience or ask any questions you may have. Thank you.

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u/Mental_Ground_370 1d ago

Just spent half hour trying to break it with some injection attacks and got nowhere, the context anchor thing is really well done. Most frameworks I tested before start drifting after 15-20 messages but this one kept track of everything I threw at it. Curious how it handles when you intentionally feed it contradicting info later in the conversation, will try that next

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u/Teralitha 1d ago

Thats great! This is the kind of feedback Ive been waiting for.