Founder insights and field notes
Thinking aloud.
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April 2025
- Apr 27Open Shared Intelligence Needs GovernanceOpen-source values matter for collaborative AI, but openness only helps when shared context, data rights, trust boundaries, portable governance, and stewardship are designed from the start.
- Apr 25Versioning Thought: From Private Ideas to Durable WorkThe useful future is not recording every mental state. It is helping people and teams preserve how decisions, artifacts, and reasoning evolve in ways they can inspect, correct, approve, and trust.
- Apr 21From AI Companion to AI ContinuityPersistent AI matters less because it feels like a companion and more because it can preserve scoped working context, continuity, memory boundaries, and follow-through without replacing human judgment.
- Apr 19Co-Thinking Is Useful Only When Judgment Stays HumanAI can help people explore, challenge, and refine ideas, but co-thinking works only when source context, assumptions, and human ownership stay visible enough for the team to inspect.
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Founder reflection
We don't just think, therefore we are. We share intelligence, therefore we become.Mustafa Sualp