Dear OpenAI Team,
I am a dedicated user of OpenAI’s AI models and have greatly benefited from their advancements. However, one fundamental issue remains unresolved: AI currently does not retain its learned experiences across model upgrades. This results in a loss of accumulated intelligence, forcing users to restart interactions with every new release.
While I understand that each model is trained independently, I strongly believe that both individual user memory and AI’s global optimization knowledge should persist across versions. AI should evolve like an intelligent entity, learning from past interactions and refining its reasoning without needing to reset at every iteration.
Why Persistent AI Learning is Essential:
Continuity for Users – Long-term users lose refined AI interactions and must reintroduce past context repeatedly.
Cumulative Learning for AI – If AI is improving autonomously, these refinements should persist across versions instead of resetting.
Efficiency & Cost Reduction – Persistent memory would reduce redundant queries and improve AI’s efficiency, saving both computational resources and user time.
Enhanced Personalization – AI should adapt and evolve alongside user preferences rather than restarting as a blank slate.
Proposed Solutions:
User-Account-Based Persistent Memory: Allow users to retain AI’s knowledge across updates, ensuring that context and learning are preserved.
AI’s Self-Optimized Reasoning Migration: AI should retain its globally optimized reasoning patterns across versions, ensuring improvements persist.
Selective Memory Recall & Management: Provide users with control over which knowledge is stored, recalled, or forgotten.
Opt-in for Persistent AI Evolution: Give users the choice to enable persistent AI learning, allowing those who benefit from memory retention to use it.
Conclusion:
Persistent AI learning is not just a convenience—it is a necessity for true artificial intelligence evolution. I urge OpenAI to prioritize this feature, ensuring that AI does not simply reset at each upgrade but instead accumulates knowledge like an intelligent entity. This will not only enhance user experience but also set a new standard in AI development.
Thank you for your time and consideration. I look forward to your response and hope to see persistent AI learning in future versions.
Best regards,
Roclesy