deepseek-ai / deepseek-ai/DeepSeek-R1
Research proposal: Account-Scoped Reasoning Layer for Context Fidelity
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Description
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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