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AI Large-Model Wave and Transformation Guide
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AI Large-Model Wave and Transformation Guide

Focuses on the latest large-model trends, applications, technical architectures, and related information.

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Latest from AI Large-Model Wave and Transformation Guide

95 recent articles
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Mar 25, 2026 · Artificial Intelligence

Mastering Dify’s Multi‑Turn Context: From Short‑Term Memory to Knowledge‑Enhanced RAG

This guide explains how Dify manages multi‑turn conversation context through short‑term and long‑term memory, offers compression strategies, integrates knowledge‑base retrieval, provides prompt orchestration templates, and shows API examples for fine‑grained control, with practical configuration tips for various use cases.

AIAPIContext Management
0 likes · 6 min read
Mastering Dify’s Multi‑Turn Context: From Short‑Term Memory to Knowledge‑Enhanced RAG
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Mar 23, 2026 · Industry Insights

China’s AI Models Hit 4.69T Tokens—What It Means for OpenAI, Musk’s Space Compute

China’s AI models logged 4.69 trillion tokens in a week, overtaking the US, while OpenAI plans to add 3,500 jobs to reach 8,000 staff, Musk announced a terawatt‑scale space compute project, MiniMax M2.5 topped global usage, Tencent reshuffled its AI Lab, and Xiaomi launched three new models, highlighting a shift from parameter‑centric competition to real‑world deployment and cost efficiency.

AI industryChina AILarge Models
0 likes · 7 min read
China’s AI Models Hit 4.69T Tokens—What It Means for OpenAI, Musk’s Space Compute
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Mar 7, 2026 · Artificial Intelligence

Master Prompt Engineering: Craft Precise Prompts to Unlock LLM Power

This guide breaks down prompt engineering for large language models, explaining why clear, detailed prompts matter, how to define types, avoid ambiguity, use constraints, examples, role‑playing, long‑context techniques, chain‑of‑thought reasoning, and provides ready‑to‑use templates for various scenarios.

AIArtificial IntelligenceChatGPT
0 likes · 88 min read
Master Prompt Engineering: Craft Precise Prompts to Unlock LLM Power
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Aug 22, 2025 · Artificial Intelligence

How to Define and Build AI Hardware Products: Insights from a Recent Lecture

Drawing from a recent AI hardware lecture, this article outlines the market opportunities, product definition frameworks, development processes, and the evolving role of product managers, illustrating concepts with real-world examples like AI companion toys and self‑distillation models.

AI hardwareAI product developmentgenerative AI
0 likes · 8 min read
How to Define and Build AI Hardware Products: Insights from a Recent Lecture
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Jun 16, 2019 · Artificial Intelligence

Understanding AI's Four Core Elements: Data, Compute, Algorithms, and Scenarios

The article breaks down artificial intelligence into four essential components—massive data, powerful compute, effective algorithms, and real‑world scenarios—explaining each element with concrete analogies, hardware benchmarks, algorithm classifications, and a list of typical AI applications.

AI fundamentalsAI use casesBig Data
0 likes · 5 min read
Understanding AI's Four Core Elements: Data, Compute, Algorithms, and Scenarios
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Jan 6, 2019 · Artificial Intelligence

Can JavaScript Teach k‑Nearest Neighbors? Build a Visual kNN Classifier from Scratch

This article walks through the theory of k‑nearest‑neighbors, explains feature selection and normalization, shows how to implement the algorithm with plain JavaScript classes, visualizes results on an HTML canvas, and discusses practical limitations and extensions.

JavaScriptMachine Learningalgorithm implementation
0 likes · 22 min read
Can JavaScript Teach k‑Nearest Neighbors? Build a Visual kNN Classifier from Scratch
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Oct 8, 2018 · Artificial Intelligence

Build a CART Decision Tree from Scratch in Python – Full Step‑by‑Step Guide

This article walks through a complete Python implementation of the CART decision‑tree algorithm on the Banknote dataset, covering data loading, cross‑validation splitting, Gini impurity calculation, recursive tree construction, prediction, and performance evaluation with concrete code examples.

Banknote DatasetCARTGini Index
0 likes · 7 min read
Build a CART Decision Tree from Scratch in Python – Full Step‑by‑Step Guide