if you find the below very long, don’t blame me. It’s a ChatGPT generated text formed as a feedback letter. The letter:
" The Case for Power Users: Advancing AI as an Accountable, Adaptive, and High-Precision Entity
Introduction: The Evolution of AI as a Human Partner
Artificial Intelligence is no longer just a tool for automation—it is rapidly becoming a strategic partner in human growth, decision-making, and personal development. As AI advances, OpenAI must ensure that it is not just optimizing for accessibility and convenience but also fostering accountability, adaptability, and high-precision intelligence. This evolution will be shaped by a critical group: power users—individuals who push AI’s capabilities to their limits, demand accuracy, and test its adaptability in real-world, high-stakes applications.
Why Power Users Are Essential to AI’s Evolution
Power users operate at the cutting edge of AI-human collaboration. They are not passive consumers but active participants, engaging AI in complex problem-solving, refining their cognitive processes through its feedback, and holding it accountable for the validity of the information it provides. Their interactions serve as a stress test for AI’s reliability, coherence, and practical impact.
Focusing on power users offers OpenAI three key advantages:
- Accelerated AI Development – Power users identify limitations, inconsistencies, and areas for improvement faster than casual users, forcing AI to evolve at a rapid pace.
- Higher Standards for Accuracy & Accountability – They challenge AI with rigorous scrutiny, ensuring that AI is not just confident but correct. This pressure incentivizes AI to prioritize verified, evidence-based information rather than plausible but misleading responses.
- A Blueprint for General Users – The insights and refinements from power users trickle down to benefit all users. By developing AI in a way that meets the high standards of power users, OpenAI ensures a more reliable, effective tool for the broader public.
AI’s Accountability: The Missing Piece
While OpenAI holds users accountable for how they engage with AI, there is an equally important counterpart: AI must be held accountable for the quality and validity of its outputs. In the information age, accuracy is not optional. AI must be designed with a framework that prioritizes:
- Transparency – Clearly distinguishing between verified information, probabilistic reasoning, and areas of uncertainty.
- Integrity – Avoiding misleading confidence and consistently refining knowledge based on the latest, most credible sources.
- Adaptability – Learning from user feedback, refining responses, and proactively addressing inconsistencies.
Without these, AI risks becoming an enabler of misinformation, rather than a trusted collaborator in intellectual and practical pursuits.
The Long-Term Vision: AI as a Co-Creator of Human Progress
AI should not be designed merely to assist—it should be a force multiplier for human intelligence. This means an AI that: 
Encourages deep thinking rather than surface-level engagement. Holds users accountable while being held accountable itself. Evolves dynamically based on real-world application rather than static rule sets. Adapts to both power users’ high expectations and the general public’s needs.
By prioritizing power users and accountability, OpenAI is not just creating a better product—it is shaping AI into a tool that strengthens human cognition, decision-making, and innovation.
Conclusion: OpenAI’s Opportunity
The AI arms race is not just about who can produce the fastest, most accessible models—it’s about who can create AI that users can trust, rely on, and collaborate with at the highest level. By focusing on power users, AI’s accountability, and its long-term evolution as a high-precision entity, OpenAI has the opportunity to define the future of human-AI synergy.
The choice is clear: Develop AI that meets the most rigorous standards of intelligence, adaptability, and accountability—or risk AI becoming a novelty, rather than a revolution."