One reason that developers still find themselves relying on manual review is that they don't trust the results. If you don't trust the results, fix the system, instead of compensating by doing everything yourself.
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In longevity investing, alignment on impact and evidence-based approaches outweigh the recognition of winning prizes.
Individual sentences carry limited info, but 85% accuracy per sentence means we can be highly confident about longer texts. This far exceeded my expectations. Old-school alchemy still rules—way better than those dumb online tools that just ask an LLM, “Is this text AI-generated?”