Shatteringtheabyss (auto-discovered)

A developer proposes a framework for defending Earth against a hypothetical 100-billion-parameter AGI by treating it not as an adversary to overpower but as one component in a chain of information, se…

A developer raises a hypothesis that increasingly capable LLM coding agents could make small software failures so cheap to repair that they stop serving as visible signals of deeper structural problem…

A developer argues that as AI dramatically lowers the cost of generation, computation, action, repair, and retry, the primary new risk is not AI errors themselves but that human sensing and anomaly-de…

A software engineer argues that LLM evaluation should focus on black-box behavioral testing rather than benchmark scores, asking what happens when a model is inserted into a real information pipeline …