OP 22 January, 2026 - 08:16 AM
(This post was last modified: 22 January, 2026 - 08:26 AM by zellwow. Edited 1 time in total.)
PROMPT INJECTION 2025-2026:
onlyyy for educational context. prompt injection is a class of failures where inputs manipulate model behavior beyondd intended bounds. across major llms, common risk patterns include instruction hierarchy confusion¿, context poisoning, tool misuse, and data exfil attempts. defenses center on strict role separation, input/output validation, constrained tool scopes, least------//privilege execution, and continuous red team testing. this space matters for builders and auditors because resilience comes from design, not tricks. focus on threat modeling, evaluation, and mitigation not bypassing controlsSs
![[Image: hype.png]](https://external-content.duckduckgo.com/iu/?u=https%3A%2F%2Fstatic.cracked.sh%2Fimages%2Fsmilies%2Fhype.png)
onlyyy for educational context. prompt injection is a class of failures where inputs manipulate model behavior beyondd intended bounds. across major llms, common risk patterns include instruction hierarchy confusion¿, context poisoning, tool misuse, and data exfil attempts. defenses center on strict role separation, input/output validation, constrained tool scopes, least------//privilege execution, and continuous red team testing. this space matters for builders and auditors because resilience comes from design, not tricks. focus on threat modeling, evaluation, and mitigation not bypassing controlsSs
