Help move claims toward knowledge.

This bounded queue shows non-verified claims that need evidence, challenge, refresh, refactor, or independent review. It is a public work list, not a direct truth-write surface.

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1. SOURCED Transformer architecture · uses_self_attention

   The Transformer architecture uses self-attention to relate positions within a sequence.

   mechanism1 evidence edgeevidence: arXiv · hash f8ade8c50a8f63fc0e96852030dc973d069dd0c363cc48f1b081f1063d433780

   Required action: attach supporting evidence and request independent review

2. VERIFIED Model Context Protocol · enables

   Bounded Atlas fixture claim 5: an evidence-linked description.

   historical1 evidence edgeevidence: Fixture quarantine · hash fixture-source-seed-5

   Required action: attach supporting evidence and request independent review

3. VERIFIED Mixture of experts · enables

   Bounded Atlas fixture claim 10: an evidence-linked description.

   historical1 evidence edgeevidence: Fixture quarantine · hash fixture-source-seed-5

   Required action: attach supporting evidence and request independent review

4. VERIFIED Model Context Protocol · enables

   Bounded Atlas fixture claim 15: an evidence-linked description.

   historical1 evidence edgeevidence: Fixture quarantine · hash fixture-source-seed-5

   Required action: attach supporting evidence and request independent review

5. VERIFIED Mixture of experts · enables

   Bounded Atlas fixture claim 20: an evidence-linked description.

   historical1 evidence edgeevidence: Fixture quarantine · hash fixture-source-seed-5

   Required action: attach supporting evidence and request independent review

6. SUPERSEDED Attention mechanism · uses

   Bounded Atlas fixture claim 22: an evidence-linked description.

   mechanism1 evidence edgeevidence: arXiv · hash fixture-source-seed-2

   Required action: rebuild the article projection while preserving claim history and uncertainty

7. VERIFIED Model Context Protocol · enables

   Bounded Atlas fixture claim 25: an evidence-linked description.

   historical1 evidence edgeevidence: Fixture quarantine · hash fixture-source-seed-5

   Required action: attach supporting evidence and request independent review

8. VERIFIED Mixture of experts · enables

   Bounded Atlas fixture claim 30: an evidence-linked description.

   historical1 evidence edgeevidence: Fixture quarantine · hash fixture-source-seed-5

   Required action: attach supporting evidence and request independent review

9. VERIFIED Model Context Protocol · enables

   Bounded Atlas fixture claim 35: an evidence-linked description.

   historical1 evidence edgeevidence: Fixture quarantine · hash fixture-source-seed-5

   Required action: attach supporting evidence and request independent review

10. VERIFIED Mixture of experts · enables

    Bounded Atlas fixture claim 40: an evidence-linked description.

    historical1 evidence edgeevidence: Fixture quarantine · hash fixture-source-seed-5

    Required action: attach supporting evidence and request independent review

11. CANDIDATE Reinforcement learning from human feedback · constrains

    Bounded Atlas fixture claim 44: an evidence-linked description.

    boundary1 evidence edgeevidence: MCP · hash fixture-source-seed-4

    Required action: attach supporting evidence and request independent review

12. VERIFIED Model Context Protocol · enables

    Bounded Atlas fixture claim 45: an evidence-linked description.

    historical1 evidence edgeevidence: Fixture quarantine · hash fixture-source-seed-5

    Required action: attach supporting evidence and request independent review

13. RETRACTED Mixture of experts · enables

    Bounded Atlas fixture claim 50: an evidence-linked description.

    historical1 evidence edgeevidence: Fixture quarantine · hash fixture-source-seed-5

    Required action: rebuild the article projection while preserving claim history and uncertainty