Ash's psychoanalytics system uses a three-tier architecture to enable personalized insights:
- semantic level analysis: Parsing 137 sentiment marker points of user input text, including lexical choices, sentence structure, and topic shift patterns through the Transformer model
- Behavioral Modeling: Weekly generated reports present a curve of users' mood swings, with high anxiety periods (e.g., occupational anxiety peaks on Sunday evenings) specifically labeled
- Intervention Effectiveness Tracking: After the user has implemented the suggested relaxation technique, the system assesses the effect through changes in the density of emotional vocabulary in the dialog (e.g., the frequency of the word "repressed" decreases by 32%).
Typical cases show that users who continue to use for 8 weeks have a 41% improvement in their self-perception accuracy (Slingshot AI internal measurement data)
This answer comes from the articleAsh: AI Psychological Support Tool_Provides 24-hour voice and text-based psychological counselingThe