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Physix Frontier · News Briefing Card (Hacker News · Sep 3, 2026)

Simple AI v2 Launches With Mandatory Citation to End Hallucinations

KEY FACTS

  • Simple AI v2 employs pointer-reference technology, where the model generates addresses to evidence rather than directly outputting values.
  • The runtime server retrieves raw data via these addresses and standardizes formatting, ensuring all facts in the final answer originate from verified records.
  • The new architecture reduced retry rates caused by format errors from 21% to 2%, with all 1,109 test citations successfully parsed.
  • The system enforces a hard rejection policy for sentences lacking valid evidence citations, preventing unsupported content from entering the final output.

KEY DATA

21%Old Architecture Retry Failure Rate
2%New Architecture Retry Failure Rate
1,109Total Test Citations

PHYSIX OBSERVATION

The primary barrier to AI adoption in critical industries is not insufficient accuracy, but the lack of an auditable chain of evidence. By stripping models of the power to write facts directly, Simple AI v2 transforms 'probabilistic generation' into 'deterministic retrieval.' This architectural shift signals that enterprise AI is moving from pursuing black-box intelligence to building white-box compliance systems, providing a verifiable foundation of trust for heavily regulated sectors like finance and law.

Source: Hacker News report