Timer is accurate only if you have first done experiments with your unique settings. However temperature gauges are very useful. I usually trust my eyes and nose more than a timer.
Semi offtopic, but for some time I have been dreaming of training chatbot to communicate in cuneiform or hieroglyphs to bring some old languages back alive. Could it be possible, using old tablets as training data?