Keeping watch on the decoders
Eight libraries decode every scan we read, and in 2026 the flaws found in software like them more than doubled. Two people cannot read that stream by hand. This is how we turn it into a weekly issue, a bucket, a test and a published record, with a model doing the first reading, a person deciding, and nothing transcribed by hand