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Writing from DarkMatter
Updates, analysis, and technical writing.
Who actually needs provable AI records? An honest map.
Not every company needs to prove what their AI did. Here is an honest breakdown of who does, who will, and who probably never will.
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Nobody questions a Slack message. So why do we need to prove what an AI agent did?
Most logs are trusted until challenged. The problem with AI is that challenging them has never been easier, or more tempting.
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The three problems DarkMatter solves, and why AWS, Anthropic, and Google can’t solve them for you
AI agents are making consequential decisions. But when something goes wrong, nobody can prove what the agent actually did, why it did it, or whether the record is trustworthy.
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