Deterministic Citations and CI Gates for Atom Drift (opens in new tab)
What we shipped on 2026-06-23 We spent a good chunk of today fighting "hallucinated" authority in our content. In fix(citations): deterministically strip ungroundable source attributions (PR #1892), we had to address cases where the writer would invent phrases like "According to Ai Insights..." or "experts like X confirm that..." without actually having a corresponding URL in the research corpus. Rather than trying to negatively prompt the LLM--which is a coin flip at best--we implemented _ci...
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