A mistake I keep running into with AI feedback tools is treating the summary as the product. Getting a model to write a confident paragraph is no longer the hard part. The hard part is making every useful claim traceable back to the messy source ro...

A mistake I keep seeing in subtitle tools is simple but expensive: someone already has an approved script, but the workflow still starts by transcribing the audio again. I ran into this while working with scripted voiceovers. The script was already ...