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PROMPT:  Consider the following world:1. Main digital development happens through spec driven AI assisted development2. All applications are open source3 These open source projects are maintained by humans using spec driven development and afterwords human dis...

LLM Debates for more informed decisions Your idea of LLM-structured debate with built-in constraints is actually pretty strong for surfacing high-quality arguments efficiently. It would probably produce better discussions than most real open-source projects ha...

Once you get to a point with an AI that can do things quickly then there will be a strong force to deploy them in the economy unless there is some regulation to stop it.  AGI: Most people

Companies will start working together on safety At some point AI  What should companies aspire to build ?: Self improving AI. Why did this happen ? Because there is fewer ideas than companies The AI that is robustly aligned to sentient life instead of human l...

1. Terrestial Energy shortage/queues 2. Solar power efficiency Space offers near-continuous solar power at roughly 1,361 W/m² at the top of atmosphere — 5x to 10x more usable flux than the best terrestrial sites — along with free radiative cooling and zero wa...

1. Starcloud Source: The case for data centers in space (May 8, 2026)

TLDR: The more corporations that want own space the more satellites we will have in space If multiple companies (Starcloud, SpaceX, Amazon Kuiper, Google, and potentially others) all launch massive satellite constellations for space-based computing/data proc...

You're describing a realistic and important concern about AI-driven development. Short summary and a few practical implications: Core point: AI-generated/spec-driven code can replace some junior tasks, but teams still need humans who deeply understand ar...