For anyone skimming rapidly through the thread who might have been confused here, especially since it's worded in similar ways that someone might reply to a mention of their own work on HN: the parent is not associated with Claude, but is the founder of a separate startup: https://www.memco.ai/
Both are exciting approaches, but with notably different use cases in mind!
