May 18, 2025 8:57 PM
Generate an image to represent this text. Use this heading.Critical Insights & Gaps in AI-Driven BOS Research.
🔬 Lack of Empirical Validation: Case studies (e.g., GoJek) show correlation but not causation; need for longitudinal data.
📉 Absence of Unified Framework: No standard model exists linking AI tools to specific BOS actions (Eliminate, Reduce, Raise, Create).
⚠️ Algorithmic Bias Risk: Startups may unknowingly reinforce existing market exclusions without Fairness-Aware AI.
🔧 Practical Constraints: Startups struggle with technical complexity, lack of talent, and cost of AI experimentation.
🤝 Need for Hybrid Models: Combining AI insight with entrepreneurial intuition could improve innovation outcomes
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