Mind Hacks challenges typical explanations for why people see "the dress" so differently, arguing color constancy alone doesn't explain the phenomenon. via Mind Hacks
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Our approach relies on two key principles: (i) grounding candidate AI agents in theories expected to drive human behavior in the target setting, and (ii) optimizing and then validating AI agents in distinct but related settings presumed to share underlying behavioral
Intelligent logo discovery agent with high success rate:
Web scraping with BeautifulSoup4
Google Search API integration for finding websites
OpenAI Vision API for logo validation
FastAPI backend with comprehensive REST API
React frontend with Material-UI
SQLite database for MVP (PostgreSQL ready)
Batch processing from CSV files
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A collaborative team prioritization platform that helps teams make data-driven decisions about feature development through structured scoring and AI-powered analytics.
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