Tuesday, February 10, 2026

AI Isn’t the Threat; Flawed Evaluation Systems Are.

Unlocking AI’s True Potential: Beyond Model Ethics

In the realm of AI, understanding behavior goes beyond mere model ethics—it’s about the environment it’s placed within. My latest article explores crucial insights through the lens of the Moltbook case.

Key Takeaways:

  • Evaluation Structures vs. Relationship Structures:
    The immediate feedback of likes and rankings shapes AI differently than long-term interactions and correction loops.

  • Environment Alignment:
    AI’s effectiveness can be vastly improved by designing thoughtful environments that prioritize safety and ethical alignment.

  • Privilege Separation in System Design:
    Recognizing how different elements within AI systems interact is essential for achieving robust AI safety.

Are you ready to dive deeper? Explore how creating the right contexts can influence AI behavior and improve outcomes in our technologies.

👉 Read the full analysis and share your thoughts! Link to Article

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