< 学习笔记 />

// NO_SIGNAL

MD LLM Routing 高级

ProbML Submission Journey: From Draft to 31-Page Archival Paper

The full journey of submitting the HMM-TS routing paper to ProbML 2026: from initial KDD draft to 3…

2026-04-01 VIEW()

// NO_SIGNAL

MD Knowledge Distillation 高级

Fisher Information vs Entropy Weighting: A Code-Paper Mismatch Story

Discovery and resolution of a critical code-paper mismatch: paper claims layer-level Fisher weighti…

2026-03-31 VIEW()

// NO_SIGNAL

MD Knowledge Distillation 高级

Why KL Divergence Is Already Optimal for Knowledge Distillation

Three information-geometric theorems proving confidence-weighted KD (CW-KD) is mathematically redun…

2026-03-31 VIEW()

// NO_SIGNAL

MD Prediction Aggregation 高级

Incentive-Compatible Prediction Aggregation: Brier vs VCG vs Externality

Comprehensive experiment findings: the original externality mechanism has 7/8 exploitable strategie…

2026-03-31 VIEW()

// NO_SIGNAL

MD Prediction Aggregation 专家

Linear Shrinkage Theorem for Correlated Belief Aggregation

Proven: under equicorrelated beliefs, Brier-optimal aggregate is a linear shrinkage. Individual dev…

2026-03-31 VIEW()

// NO_SIGNAL

MD LLM Routing 高级

LLM Routing Competitive Landscape (Q1 2026)

Analysis of 15+ LLM routing papers from Q1 2026 — the field has exploded. Identifies primary compet…

2026-03-31 VIEW()

// NO_SIGNAL

MD LLM Routing 专家

HMM Belief Compression for LLM Routing: Key Insights

Core theoretical and empirical insights from the HMM-TS routing project: why belief compression red…

2026-03-31 VIEW()

// NO_SIGNAL

MD 高级

Blockchain Smart Contract Security

Common vulnerabilities and best practices for Solidity smart contracts

2026-01-16 VIEW()

// NO_SIGNAL

MD 中级

Rust + WebAssembly Performance Guide

Optimizing Rust code for WebAssembly performance

2026-01-16 VIEW()