[GH-ISSUE #853] Research proposal: Account-Scoped Reasoning Layer for Context Fidelity #704

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opened 2026-10-26 21:25:44 +00:00 by bsakaguchi · 3 comments
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Originally created by @mrkonreon-tech on GitHub (Jun 7, 2026).
Original GitHub issue: https://github.com/deepseek-ai/DeepSeek-R1/issues/853

Hi DeepSeek team,

I've developed a research instrument for account-scoped reasoning operator extraction. It addresses a fundamental weakness in LLMs: locally good answers from globally wrong active state.

The document includes:

  • 20 failure taxonomy (F01-F20)
  • Dataset & annotation design
  • Verifier & anti-echo architecture
  • Evaluation harness with metrics
  • Implementation roadmap

DeepSeek's MoE architecture, R1 reasoning transparency, and open-source model give you a unique advantage here.

The document is currently not public. How can I share it with your technical team?

Thank you for your work.

— Alex Wasco

Originally created by @mrkonreon-tech on GitHub (Jun 7, 2026). Original GitHub issue: https://github.com/deepseek-ai/DeepSeek-R1/issues/853 Hi DeepSeek team, I've developed a research instrument for account-scoped reasoning operator extraction. It addresses a fundamental weakness in LLMs: locally good answers from globally wrong active state. The document includes: - 20 failure taxonomy (F01-F20) - Dataset & annotation design - Verifier & anti-echo architecture - Evaluation harness with metrics - Implementation roadmap DeepSeek's MoE architecture, R1 reasoning transparency, and open-source model give you a unique advantage here. The document is currently not public. How can I share it with your technical team? Thank you for your work. — Alex Wasco
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@github-actions[bot] commented on GitHub (Jul 8, 2026):

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. If you believe this issue is still relevant, please leave a comment to keep it open. Thank you for your contributions!

<!-- gh-comment-id:4910669230 --> @github-actions[bot] commented on GitHub (Jul 8, 2026): This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. If you believe this issue is still relevant, please leave a comment to keep it open. Thank you for your contributions!
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@Kwoargus commented on GitHub (Jul 14, 2026):

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<!-- gh-comment-id:4972472973 --> @Kwoargus commented on GitHub (Jul 14, 2026): <>
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@github-actions[bot] commented on GitHub (Aug 15, 2026):

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. If you believe this issue is still relevant, please leave a comment to keep it open. Thank you for your contributions!

<!-- gh-comment-id:5299593024 --> @github-actions[bot] commented on GitHub (Aug 15, 2026): This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. If you believe this issue is still relevant, please leave a comment to keep it open. Thank you for your contributions!
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deepseek-ai/DeepSeek-R1#704
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