The Flat Curve Society
4 hours ago
- #AI Literacy
- #AI Safety
- #SaaS
- AI models have reached a dangerous level, prompting government restrictions and industry caution.
- The exponential growth of AI will continue but be restricted, with only a few having access to advanced models.
- The 'Flat Curve Society' describes a plateau in accessible AI capabilities due to safety concerns and user limitations.
- Two horizons affect users: demand horizon (problem difficulty) and discernment horizon (ability to judge outputs).
- SaaS is expected to remain dominant as AI models are not yet capable of fully replacing it and in-house development is costly.
- AI literacy is critical for organizational adoption, defined by token usage levels and requiring structured training.
- Netflix's study shows AI literacy can be achieved in 5 hours, moving from non-users to single-agent and multi-agent users.
- Advanced AI literacy focuses on token efficiency, strategic task allocation, and measuring outcomes rather than spend.
- The plateau in AI capabilities allows for stable development and the cultivation of engineering craft around current models.
- Training employees in AI usage and efficiency is essential for successful integration and reducing resistance.