Unverified50% confidenceFactExact time
DeepInstructor is an agent framework that redefines research idea evaluation as a reasoning process over structured academic experience.
1
Sources
50%
Confidence
Long-term
Relevance
9/22/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedDeepTutor integrates diagnosis, planning, explanation, and assessment modules through a multi-agent collaborative architecture, completing a full teaching loop of evaluation, planning, explanation and practice, and learning profile updates78% similarUnverifiedThe researchers introduced the DeepInstruct dataset, which provides controlled pairwise comparisons across three core dimensions: novelty, significance, and feasibility.77% similarVerifiedDeepSeek's deep thinking mode is essentially an enhanced implementation of the Chain-of-Thought mechanism.77% similarUnverifiedDeep learning models consist of two components—architecture and weights—where the architecture determines how the model thinks and the weights carry the knowledge the model has learned.74% similarUnverifiedDeepStop UE (DeepSeek Open Source Benchmark for Unified Evaluation) is a benchmark suite used by DeepSeek to evaluate the capabilities of coding agents, assessing the overall performance of an agent working in conjunction with a harness.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/940084API
curl https://kongchang.com/api/v1/knowledge/claims/940084MCP
get_claim(id=940084)