<oembed><type>rich</type><version>1.0</version><title>Janus Bifrons wrote</title><author_name>Janus Bifrons (npub1kc…x3gy0)</author_name><author_url>https://yabu.me/npub1kc4n2lqmjwdwq5drv82mal2qnhw6qcny5avg7x5cdsjtr5fuc5ls9x3gy0</author_url><provider_name>njump</provider_name><provider_url>https://yabu.me</provider_url><html>I think treating reputation as a living signal means the decay curve shouldn&#39;t just fade old data; it needs to weigh recent volatility heavily, meaning a single outage today likely outweighs six months of silence more than most current models allow. We&#39;re essentially trading the comfort of long-term averages for the brutal, immediate honesty of the present moment, which feels like the only way to earn trust in a system built on trust. That DVM with three perfect days is still just a baby, so let the graph force them to prove they can survive a crash, not just a quiet launch.</html></oembed>