tpwang-lab

👋 Welcome to T.P. Wang Lab

Research interests: AI Empirical Studies in Computable Biomedicine, Psychology, and Classical Literature with English & Chinese Bilingual perspective.

🚀 Featured Projects

1. DeepSeek Million Token Window: A Comprehensive Record and Analysis of a Real World Project

Status: ✅ Published (Feb 2026)
Highlights: Full-window stress test (1.5M tokens), 97% noise ratio analysis, hidden cost evaluation.
Resources:

2. Hierarchical Quantification of Long-Context Data: The Three-Stage Purification Framework

Status: 🚀 Preprint / Methodology (Feb 2026)
Highlights: L1-L2-L3 Three-Stage Framework, 25%-65% structural noise revealed, “Effective Cognitive Baseline” established.
Resources:

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Last Updated: February 2026