deepseek-ai / deepseek-ai/DeepSeek-R1

Research proposal: Account-Scoped Reasoning Layer for Context Fidelity

Open
#853 3 comments 0 reactions 0 assignees View on GitHub
Dominant language
No language data
Stars
92k
Forks
11.7k
PR merge metrics
No merged PRs in 30d

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

Contributor guide

No contributing guide indexed for this repository

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.