# “🚧 Breaking Through the Glass Ceiling: Unveiling the Reality Behind Artificial Intelligence’s Rise and Limitations 🚀✨”
1. **AI’s Promise and Limitations:** OpenAI’s goal of achieving artificial general intelligence (AGI) has led to the development of advanced language models like GPT-3 and GPT-4. These models can generate impressive responses, but their performance in real-world scenarios often falls short of initial expectations.
2. **Cautionary Tale of Prototypes:** Historically, prototypes of intelligent software systems tend to outperform their production versions. Carefully crafted prototypes generate hype, but their actual implementation faces challenges that hinder their complex task performance without human supervision.
3. **Learn from AI’s History:** While AI systems have made significant progress, it is important to acknowledge their limitations and not overestimate their capabilities. Understanding the gap between prototypes and production models can help set realistic expectations for AI’s role in various tasks.
## Supplemental Information ℹ️
The article highlights the disparity between the impressive capabilities showcased by language models like GPT-3 and GPT-4 during demonstrations and their practical performance in real-world applications. It encourages readers to temper their expectations and not assume that these models can seamlessly perform complex tasks without human supervision.
### ELI5 💁
Imagine you have a super smart robot that can talk like a human and answer questions really well. It’s amazing to see in action, but when you actually use it, it might not be as smart as it seems. That’s because the robot’s performance in real situations is often not as good as what it showed during demonstrations. We need to be realistic about what the robot can actually do and not expect too much from it.
#### Source 📚: https://www.theinformation.com/articles/artificial-intelligences-glass-ceiling