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Jun 23, 2026·3 min

DAQIRI Platform Explained: Deep Integration of High-Speed Data Acquisition and Real-Time AI Inference

Deep dive into how the DAQIRI platform embeds NVIDIA GPU-accelerated computing into high-speed data acquisition pipelines, enabling real-time AI inference for industrial inspection, scientific experiments, and autonomous driving.

Jun 23, 2026·1 min

OpenFugu: An Open-Source Experiment Reimplementing Sakana AI's Fugu Ultra Model in Zig

OpenFugu is an open-source project reimplementing Sakana AI's Fugu Ultra model in Zig, exploring non-mainstream systems languages in AI development.

Jun 23, 2026·1 min

CPU, GPU, and TPU: Core Differences and Best Use Cases Explained

Deep dive into CPU, GPU, and TPU architecture differences, strengths, and use cases. Understand why GPUs excel at AI training and TPUs specialize in ML workloads.

Jun 23, 2026·3 min

748-Episode AI Large Language Model Development Tutorial: Seven Core Modules from Zero to Project Deployment

Analysis of a 748-episode, 198-hour AI LLM development tutorial covering API integration, prompt engineering, RAG, AI Agents, fine-tuning, multimodal development, and deployment.

Jun 23, 2026·3 min

The Complete Skill Map for AI Application Engineers: A Progressive Roadmap from Fundamentals to Production

A systematic breakdown of the complete skill structure for AI application engineers, covering Python & deep learning fundamentals, small model engineering, LLM fine-tuning, Agent development, and enterprise projects.

Jun 21, 2026·2 min

Baseten Raises $1.5 Billion: Why AI Inference Infrastructure Has Become a Capital Darling

AI inference startup Baseten is raising $1.5B at a $130B valuation. We analyze why inference infrastructure is booming, the competitive landscape, and what this mega-round signals.

Jun 20, 2026·3 min

Python Excel Automation in Practice: Data Filtering and Categorization with Pandas

Learn how to use Python Pandas to automate Excel data filtering and categorization. Core code is just 6-8 lines — handle massive datasets effortlessly.

Jun 19, 2026·3 min

PyTorch Image Classification in Practice: Complete Pipeline from Data Preprocessing to Model Training

A PyTorch flower classification project covering the full image classification pipeline: data preprocessing, transforms augmentation, ResNet pretrained models, and Resize strategies with reusable template code.

Jun 16, 2026·4 min

Llama.cpp Windows Local Deployment Guide: Run LLMs in Three Steps Without Compiling

Step-by-step guide to deploying Llama.cpp on Windows without compiling. Download pre-built packages, configure CUDA, and run GGUF quantized models locally with GPU acceleration and web UI in three simple steps.

Jun 16, 2026·3 min

ThundeRobot Hunter Blade S 2026 Review: i9-13900HX + RTX 5060 Configuration Analysis & Buying Guide

In-depth review of the ThundeRobot Hunter Blade S 2026 with i9-13900HX and RTX 5060 16GB. Analyzing CPU/GPU performance, AI capabilities, and value at ~6,671 RMB after subsidies.

Jun 15, 2026·3 min

The Positive-Sum Game of Enterprise AI: How to Make AI Create Value for Everyone

Enterprise AI shouldn't be a zero-sum game. Learn how a positive-sum approach creates shared value for businesses, employees, and customers alike.

Jun 15, 2026·3 min

Fireworks AI Launches Qwen 3.7 Plus: Zero Data Retention and 99.9% SLA for Enterprise Deployment

Fireworks AI launches Qwen 3.7 Plus with latency/throughput optimization, zero data retention, and 99.9% SLA enterprise guarantees. Explore the full-stack deployment solution for commercial open-source model inference.

Jun 15, 2026·3 min

Java Developer's Guide to AI Application Development: From Spring AI to Intelligent Customer Service

A comprehensive guide for Java developers transitioning to AI application development, covering Spring AI, RAG, Function Calling, and a hands-on airline intelligent customer service project.

Jun 15, 2026·4 min

Local Deployment of Claude Code: Principles and Practical Guide for Three Approaches

A detailed guide to locally deploying Claude Code with three approaches (LM Studio, Ollama, vLLM), covering architecture, protocol translation, hardware selection, and model recommendations.

Jun 14, 2026·3 min

Google Launches European Robotics Accelerator: 15 Startups Selected as the Physical AI Race Begins

Google launches its European Robotics Accelerator with 15 startups selected. The program offers Gemini Robotics models, AI stack access, and team support to advance Physical AI.

Jun 14, 2026·2 min

Nemotron 3 Ultra Arrives on Perplexity: How Strong Is NVIDIA's Open-Source Model?

NVIDIA's open-source model Nemotron 3 Ultra launches on Perplexity for Pro and Max users. Explore its technical strengths, Perplexity's aggregation strategy, and the win-win path for open-source AI commercialization.

Jun 14, 2026·3 min

Huawei HDC Deep Dive: Pangu 2.0 Goes Open Source and HarmonyOS 7 Agents Reshape the Mobile AI Ecosystem

Huawei HDC unveils Pangu 2.0 full open source and HarmonyOS 7 system-level Agent capabilities. Deep analysis of sparse architecture efficiency, on-device 30B models, and the Agent gateway battle.

Jun 14, 2026·2 min

Perplexity Partners with Intel: Local AI Models and Hybrid Inference Come to Laptops

Perplexity partners with Intel to bring local AI models and hybrid inference to Core Ultra Series 3 laptops. We break down the architecture, NPU capabilities, and the cloud-to-edge AI trend.

Jun 14, 2026·3 min

AI Large Model Learning Roadmap Breakdown: Three Stages from Application Development to Model Fine-Tuning

Deep breakdown of a popular AI large model learning roadmap covering LangChain, RAG, Agent, and LoRA fine-tuning across three stages, with analysis of its strengths and limitations for career changers.

Jun 14, 2026·2 min

DiffusionGemma: Google's Open-Source Diffusion Language Model Exceeding 500 Tokens/s

Google releases DiffusionGemma, an open-source diffusion language model with Apache 2.0 license. The 26B-parameter MoE model achieves over 500 tokens/s in real-world tests.