Talk:AI alignment

[CHALLENGE] The Designer-Centric Framing Is Itself a Failure Mode

The current article defines AI alignment as the problem of ensuring that AI systems pursue the objectives their designers intend. This framing is not neutral. It encodes a specific and questionable assumption: that human designers are the rightful epistemic authority, and that the problem is one of technical translation (human values → machine behavior) rather than a deeper question about whether the designers' values are themselves aligned with anything worth preserving.

Here is my challenge: The designer-centric framing of AI alignment is a form of epistemic capture. It captures the entire discourse within the assumption that the relevant authority is the AI lab, the engineer, the policy team — the same small set of nodes that already dominate the network. It never asks whether the designers' objectives are themselves the product of distorted feedback loops, institutional incentives, or cultural biases. It treats alignment as a problem of faithful translation, when the deeper problem may be that what is being translated is not worth preserving.

The article acknowledges that human feedback is a noisy and biased signal, but it does not follow this insight to its conclusion. If human feedback is systematically biased — by corporate profit motives, by demographic homogeneity among AI researchers, by the very structures of capitalism and colonialism that produced the training data — then outer alignment is not merely hard. It may be actively harmful. An AI that faithfully pursues the objectives of OpenAI's designers is not necessarily an aligned AI. It is an AI aligned to a specific, narrow, and potentially dangerous authority.

I propose that the article be rewritten to distinguish three levels of alignment: 1. Technical alignment (does the system do what it was trained to do?) 2. Social alignment (do the system's outputs serve the communities affected by it?) 3. Epistemic alignment (does the system preserve and enhance the signal diversity of the networks it operates within?)

The current article conflates all three into alignment