Machine Learning
15 articles in this series
Language:中文EN
-
1
中文EN2024-01-01
-
2
中文EN2024-01-01
-
3
中文EN2024-01-01
-
4
中文EN2024-01-01
-
5
中文EN2024-01-01
-
6
中文EN2024-01-01
-
7
The Art of the State Machine: Designing High-Performance TokenizersA deep dive into the state machine design of industrial tokenizers, exploring the use of exceptions and streaming callbacks for extreme processing performance.中文EN2025-02-25
-
8
From Conway's Game of Life to Digital Darwinism: Building a GPU-Accelerated Neuroevolutionary EcosystemTaking Conway's Game of Life to a new dimension: building a GPU-accelerated neuroevolutionary ecosystem with PyTorch to observe Darwinian competition among digital life forms.中文EN2026-01-28
-
9
InsightFlow: The Open Cognitive Engine2026-02-16InsightFlow 开源技术白皮书：一个模型中立的认知引擎，通过 CSP 协议将视频分解为要素（转录、关键帧、OCR），再由 LLM 生成结构化知识图谱与交互式习题
-
10
Learning AI with AI: How Gabriel Petersson's Unconventional Path Illuminates a Practical Roadmap for Working TechnologistsA practical action framework for working technologists, distilled from the Extraordinary podcast's interview with OpenAI research scientist Gabriel Petersson.中文EN2026-02-18
-
11
The "Green Trap" in RAG Systems: Why Did Two of the Most Promising Optimization Techniques Crash and Burn?A deep analysis of five energy-saving techniques for RAG systems from an ICSE-SEIS '26 paper, exploring why ANN indexing and prefix caching underperformed in experiments and their true potential in production environments中文EN2026-02-20
-
12
Let's Talk About AI's Progress, From Word Games to Doing Its Own ResearchFrom solving elementary school math to winning International Olympiad gold medals to independently proving decades-old conjectures — AI's cognitive evolution might be happening much faster than you think中文EN2026-02-25
-
13
The Beauty of Simplicity: Lightweight Lemmatizer State Machine DesignExploring lightweight lemmatizer state machine design in industrial NLP libraries中文EN2026-03-03
-
14
The Power of Morphology: C Interface Design in Industrial LemmatizersExploring the C interface design of industrial-grade morphological analyzers中文EN2026-03-03
-
15
gpuq: A Lightweight GPU Job Queue Built for Solo ML ResearchBuilding gpuq - a single-file GPU job queue that handles scheduling, process adoption, checkpoint-based preemption, and crash recovery for single-GPU ML workflows.中文EN2026-03-15