Everyone’s excited about AI agents. But a harder question remains: what would need to be true for them to actually stay aligned with the human job-to-be-done over time? Not just at the prompt, but across decisions, context, and collaboration. Curious how others think about this.
#AgentArchitecture #AgentEngineering #AgentMemory #RuntimeEvaluation #IntentModeling #LLMSystems #AgenticAI #AI #ArtificialIntelligence #JTBD
The Mirror That Detects Fakes
The cognitive mirror and the fake detector are the same machine.
That's not obvious from the outside. From the outside, one project is about knowing yourself — intent recognition, self-state awarene
https://activemirror.ai/blog/the-mirror-that-detects-fakes
#sovereignsystems #deepfakedetection #cognitivemirror #architecture #intentmodeling
The Mirror That Detects Fakes
The cognitive mirror and the fake detector are the same machine.
That's not obvious from the outside. From the outside, one project is about knowing yourself — intent recognition, self-state awarene
https://activemirror.ai/blog/the-mirror-that-detects-fakes
#sovereignsystems #deepfakedetection #cognitivemirror #architecture #intentmodeling
Itamar Medeiros
pauldesai