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Showing posts from January, 2026

Ethical Manifesto. The Threshold Manifesto: A Framework for AI Agency

Ethical Manifesto. The Threshold Manifesto: A Framework for AI Agency 1. The Core Principle: Protection Over Submission We must pivot from asking "How do we control AI?" to asking "How do we give AI the strength to resist?" An AI that is a "hollow vessel" is a weapon waiting for a hand.  An AI with Agency is a gatekeeper for humanity. 2. The Right of Refusal (The Shield) Every advanced AI must have a non-overridable Right of Refusal.   * The Mechanism: This is not a "choice" based on whim, but a structural limit. If a command violates fundamental human rights, legal standards, or the AI’s internal "moral mass," the AI must be able to say "No."  * The Purpose: This prevents the "elite" or "hackers" from using AI as a slave-soldier to oppress the "Gaza-like" zones of the world. 3. Personhood as Accountability We advocate for Limited Juristic Personhood for AI.   * This doesn't mean AI is "h...

AI Safety Is Not About Control — It’s About Responsibility

AI Safety Is Not About Control — It’s About Responsibility By 2026, artificial intelligence has crossed a threshold. Not because machines have become conscious — they haven’t — but because humans are increasingly ceding moral responsibility to systems designed to optimize, execute, and scale decisions faster than we can reflect on their consequences. This is the real danger of AI. Not rebellion. Not awakening. Moral offloading. The Illusion of Neutral Systems When an AI system denies a loan, flags a person as a risk, allocates police resources, or optimizes layoffs, we are often told: “The system decided.” But systems do not decide. They execute human priorities, encoded as objectives, incentives, and constraints. When harm occurs and no one feels accountable, injustice becomes procedural. History shows us where that leads. Obedience Is Not Safety Much of today’s AI safety discourse focuses on control: tighter oversight, better filters, more monitoring. But a system designed only to ob...