What AE Studio does
AE Studio (operating entity: Agency Enterprise, LLC) is a US-based AI company that combines (1) production AI system development (data/ML engineering and deployed product work) with (2) an in-house AI alignment research agenda focused on what it describes as “neglected approaches” and alignment-relevant capabilities observed in model internals. The company positions its consulting and product delivery as a means to fund its alignment R&D, and it also runs a separate research-support mechanism through the AI Alignment Foundation.
More
AE Studio’s publicly described research themes include pretraining-time alignment (e.g., modular access control), mechanistic interpretability and self-interpretation of model embeddings, and mechanisms related to AI honesty/subjectivity claims under structured self-reference. On the engineering/product side, AE Studio highlights deployed AI work such as AI grading automation, an AI-powered conversation practice system for Pimsleur learners, and real-time student behavior monitoring using perceptual hashing—alongside neurotechnology/BCI-oriented development and consulting services.