Archive

Complete archive of Royfactory tech blog posts organized chronologically. Explore articles on AI, Kubernetes, backend development, cloud native, DevOps, and more.

2026  7

January  7

Poland Urges EU Probe into TikTok AI-Generated Content: DSA, AI Act, and C2PA Standards

January 3, 2026 · 4 min · 750 words · Roy

Instagram, Generative AI, and the End of Visual Trust: From Labels to C2PA Content Credentials

January 2, 2026 · 4 min · 756 words · Roy

Microsoft AI Strategy Beyond OpenAI: Nadella’s Leadership Overhaul Explained

January 2, 2026 · 4 min · 839 words · Roy

AI Data Center Demand and Hardware Infrastructure Trends (2024–2025)

January 1, 2026 · 4 min · 828 words · Roy

AI Product and Platform Trends: Why Search and Tech News Keep Focusing on AI

January 1, 2026 · 5 min · 893 words · Roy

Meta Acquires Manus: Why the Execution Layer Matters for Real-World AI Agents

January 1, 2026 · 3 min · 569 words · Roy

SoftBank completes OpenAI $40B commitment: structure and infra signals

January 1, 2026 · 3 min · 602 words · Roy

2025  257

December  90

Ollama for Local LLMs: REST APIs, Modelfiles, and RAG (with Mermaid Diagrams)

December 31, 2025 · 3 min · 540 words · Roy

LangChain Practical Guide (v1): LCEL, LangGraph, LangServe, LangSmith

December 30, 2025 · 4 min · 781 words · Roy

Meta Acquires Manus: Verified Facts, Agent Architecture, and an Engineering Checklist

December 30, 2025 · 5 min · 865 words · Roy

What Is AGI? A Simple, Practical Explanation of Artificial General Intelligence

December 30, 2025 · 3 min · 612 words · Roy

Google Trends Spike: Microsoft AI (Mico), MacBook Air M3, OPPO Reno15 Pro

December 29, 2025 · 4 min · 646 words · Roy

Meta Llama 4 Open-Weights Release: Scout vs Maverick Specs, Benchmarks, and License Checklist

December 29, 2025 · 5 min · 872 words · Roy

AI and the Global Workforce: Job Transformation, Reskilling, and Policy

December 28, 2025 · 4 min · 836 words · Roy

China’s Draft Rules for Human-Like Interactive AI: Addiction Warnings, Interventions, and Minors Protections

December 28, 2025 · 4 min · 670 words · Roy

Coforge-Encora $2.35B Acquisition: Reshaping AI-Driven Engineering Services

December 28, 2025 · 5 min · 926 words · Roy

NBA Win Probability ML Strategy: Elo Math, 50 Features, Calibration, and an In-Game Pipeline

December 28, 2025 · 5 min · 866 words · Roy

Vibe Coding Playbook: Ship Fast with Prompts, Tests, and Guardrails

December 28, 2025 · 6 min · 1137 words · Roy

AI Stocks and 2026 Market Outlook: Why AI Spending and Earnings Matter

December 27, 2025 · 4 min · 747 words · Roy

GPT-5.2-Codex vs Gemini 3 Flash: Releases and the Real-World AI Impact

December 27, 2025 · 4 min · 772 words · Roy

Italy Orders Meta to Suspend WhatsApp Terms Blocking Third-Party AI Chatbots

December 27, 2025 · 3 min · 635 words · Roy

John Carreyrou’s Copyright Lawsuit Puts LLM Training Data on Trial

December 27, 2025 · 5 min · 1026 words · Roy

MoE (Mixture of Experts) Explained with Diagrams: Routing, Mixtral Serving, Monitoring, and Kubernetes Checks

December 27, 2025 · 4 min · 737 words · Roy

Prompt Design Strategy: 10 Practical Examples by Scenario (Contracts, Templates, Guardrails)

December 27, 2025 · 5 min · 969 words · Roy

AI Big Red Button vs. Shutdown Resistance: Why LLM Kill Switches Can Fail

December 26, 2025 · 4 min · 694 words · Roy

EU AI Act Transparency vs US State AI Bills: Where Rules Collide

December 26, 2025 · 4 min · 816 words · Roy

New York RAISE Act: 72-Hour AI Incident Reporting and Safety Protocol Disclosures

December 26, 2025 · 4 min · 656 words · Roy

Nvidia-Groq Non-Exclusive Inference Licensing Deal: What’s Confirmed

December 26, 2025 · 3 min · 631 words · Roy

Google’s 2025 AI Reversal: Gemini Wins and the Next Pivot in Cost Efficiency

December 25, 2025 · 4 min · 685 words · Roy

Lemon Slice: 20B-Parameter Real-Time Video Avatars for AI Agents and a $10.5M Seed

December 25, 2025 · 3 min · 617 words · Roy

Nvidia H200 Shipments to China by Mid-Feb 2026: What Changed in Export Controls

December 25, 2025 · 3 min · 592 words · Roy

OpenAI Atlas and Prompt Injection: Why It Can’t Be Fully Eliminated and How to Design Defenses

December 25, 2025 · 5 min · 897 words · Roy

Pentagon Expands GenAI.mil With xAI Grok at IL5 (Early 2026)

December 25, 2025 · 5 min · 957 words · Roy

Meta’s Mango and Avocado AI Models: Anatomy of a $14.3B Gamble for Market Leadership

December 24, 2025 · 13 min · 2581 words · Roy

A2UI (Agent-to-User Interface): Google’s Protocol for AI-Driven, Secure, Native UI Generation

December 23, 2025 · 14 min · 2787 words · Roy

Amazon’s $10B OpenAI Investment and $38B AWS Deal: Circular Structures and Systemic Risk in AI

December 23, 2025 · 14 min · 2972 words · Roy

Anthropic’s Bloom Framework: Automating Behavioral Evaluations of Frontier AI Models

December 23, 2025 · 14 min · 2963 words · Roy

China’s Chip Makers Race to IPO Markets: Funding Technological Independence in Global AI Competition

December 23, 2025 · 15 min · 3088 words · Roy

Lovable’s $6.6B Valuation and SoftBank’s OpenAI Push: The 2025 AI Funding Explosion

December 23, 2025 · 12 min · 2536 words · Roy

55,000 AI Layoffs in 2025: Crisis or Structural Transition? The Case for Reskilling

December 22, 2025 · 15 min · 3023 words · Roy

Record $61 Billion: Global Data Center M&A Reaches All-Time High as AI Workloads Fuel Infrastructure Race

December 22, 2025 · 17 min · 3556 words · Roy

US Reviews Nvidia AI Chip Exports to China: A Shift to Transactional Security?

December 22, 2025 · 4 min · 805 words · Roy

AI Misalignment & The Consciousness Paradox: The 2025 Governance Crisis

December 21, 2025 · 4 min · 786 words · Roy

Persistent AI Hallucinations and the End of the Single-Model Era (2025 Report)

December 21, 2025 · 4 min · 711 words · Roy

The Hidden Barrier to AI Scaling: Power Bottlenecks and Hardware Inefficiency

December 21, 2025 · 4 min · 811 words · Roy

Amazon Establishes CEO-Direct AI Organization for Nova Models to Accelerate AGI

December 20, 2025 · 4 min · 651 words · Roy

TikTok Ramps Up AI Content Defense with $2B Investment and Strict Labeling

December 20, 2025 · 4 min · 782 words · Roy

U.S. Inter-Agency Review of Nvidia H200 China Exports: Policy Shift, National Security Debate, and AI Competition

December 20, 2025 · 14 min · 2803 words · Roy

Yann LeCun’s AMI Labs: A $3.5 Billion Bet Against Generative AI

December 20, 2025 · 4 min · 790 words · Roy

Alibaba Wan 2.6: The ‘Starring’ Feature Revolutionizes AI Video Creation

December 19, 2025 · 4 min · 660 words · Roy

Amazon Talks $10B Investment in OpenAI: The Trainium Chip Strategic Play

December 19, 2025 · 4 min · 660 words · Roy

FunctionGemma: Google’s 270M Ultra-Lightweight Agent Model for 100% Local Execution on Edge Devices

December 19, 2025 · 20 min · 4066 words · Roy

Oracle’s $10B Data Center Deal Falls Apart: AI Bubble Warnings Echo Across Wall Street

December 19, 2025 · 12 min · 2417 words · Roy

AWS CEO Matt Garman: Why Replacing Junior Developers with AI Is ‘The Dumbest Thing’

December 18, 2025 · 14 min · 2898 words · Roy

Hut 8 Pivots to AI: $7B Partnership with Anthropic & Fluidstack (Backed by Google)

December 18, 2025 · 5 min · 919 words · Roy

NVIDIA Nemotron 3: Transparent, Efficient Open Models for Agentic AI

December 18, 2025 · 8 min · 1523 words · Roy

US Launches ‘Tech Force’ to Recruit 1,000 AI Specialists for Government Modernization

December 18, 2025 · 4 min · 808 words · Roy

CPU vs GPU vs TPU: Complete Architecture Guide for AI and HPC Workloads in 2025

December 17, 2025 · 13 min · 2710 words · Roy

Google CC: How Agentic AI Is Replacing Your Morning News Scroll

December 17, 2025 · 11 min · 2253 words · Roy

GPT Image 1.5: 고해상도·정밀 편집으로 AI 이미지 생성 시장 재편

December 17, 2025 · 6 min · 1166 words · Roy

Meta AI Glasses Get Conversation Focus and Spotify: The Multimodal Wearable Revolution

December 17, 2025 · 9 min · 1765 words · Roy

Markdown Mermaid Syntax: Complete Diagram Guide for Developers

December 16, 2025 · 13 min · 2607 words · Roy

Merriam-Webster’s 2025 Word of the Year: ‘Slop’ and the AI Content Quality Crisis

December 16, 2025 · 14 min · 2805 words · Roy

Nvidia Nemotron 3: Strategic Open-Source AI Release Amid Chinese Market Boom

December 16, 2025 · 12 min · 2430 words · Roy

Trump’s Tech Force: America’s New AI Government Initiative for 1,000 Specialists

December 16, 2025 · 11 min · 2269 words · Roy

IQ Alone Is Wasted: Why Emotional Intelligence Defines AI-Era Leadership

December 15, 2025 · 11 min · 2268 words · Roy

Purdue’s AI Mandate: Why Every Undergrad Must Master AI by 2026

December 15, 2025 · 12 min · 2448 words · Roy

Why CEOs Keep Investing Billions in AI Despite Meager Returns Today

December 15, 2025 · 11 min · 2153 words · Roy

Trump’s AI Regulation Executive Order: The Federal-State Battle Over AI Governance

December 13, 2025 · 14 min · 2774 words · Roy

AI Architects Dominate 2025: From Responsibility Talks to Deployment Races

December 12, 2025 · 15 min · 3026 words · Roy

Disney Invests $1 Billion in OpenAI, Licenses Characters to Sora AI Platform

December 12, 2025 · 8 min · 1669 words · Roy

Oracle’s 17% Stock Plunge: Debt-Driven AI Expansion Exposes Bubble Risks

December 12, 2025 · 13 min · 2621 words · Roy

42 U.S. State Attorneys General Warn Big Tech: AI Chatbot ‘Delusional Outputs’ Violate State Laws

December 11, 2025 · 14 min · 2824 words · Roy

Dead Framework Theory: How React Became the Web Platform Through LLM Feedback Loops

December 11, 2025 · 16 min · 3401 words · Roy

Enterprise GPU Server Buying Guide: On-Prem vs Cloud & Hosting

December 11, 2025 · 7 min · 1465 words · Roy

White House Genesis Mission: America’s AI-Driven Scientific Discovery Platform

December 11, 2025 · 17 min · 3615 words · Roy

Linux Foundation launches Agentic AI Foundation (AAIF) for open AI agent ecosystem

December 10, 2025 · 2 min · 415 words · Roy

Microsoft’s $17.5 Billion India AI Investment: Asia’s Largest AI Infrastructure Commitment

December 10, 2025 · 9 min · 1853 words · Roy

Mistral AI Releases Devstral 2: Open-Source Coding Models and Mistral Vibe CLI for Production Workflows

December 10, 2025 · 9 min · 1846 words · Roy

Text2SQL: How LLMs Convert Natural Language Into SQL Queries

December 9, 2025 · 14 min · 2849 words · Roy

Wall Street Predicts Double-Digit 2026 Stock Gains Despite AI Bubble Warnings

December 9, 2025 · 9 min · 1882 words · Roy

AI Bubble Warning: Bank of England and Google CEO Say No Company Is Immune

December 8, 2025 · 6 min · 1196 words · Roy

Cloudflare Blocked 416 Billion AI Requests: The Escalating War Over AI Training Data

December 8, 2025 · 14 min · 2953 words · Roy

How AI Data Centers Are Stressing Power Grids — And What Comes Next

December 8, 2025 · 14 min · 2960 words · Roy

xAI Aurora Image Generator: Near Real-Time Multimodal AI for Robotics and Autonomous Systems?

December 8, 2025 · 11 min · 2158 words · Roy

AI Giants Fall Short on Safety Standards: Superintelligence Risks Mount

December 7, 2025 · 16 min · 3232 words · Roy

OpenAI Code Red: Accelerating GPT-5.2 Release Amid Google and Anthropic Competition

December 6, 2025 · 7 min · 1466 words · Roy

VibeVoice-Realtime-0.5B: Real-Time Streaming TTS with Ultra-Low Latency

December 6, 2025 · 14 min · 2793 words · Roy

Apple’s AI Model Training Report: Revolutionary Architecture and Transparent Development

December 5, 2025 · 9 min · 1820 words · Roy

Arcee AI Trinity Models: US Response to Chinese-Dominated Open Source AI

December 5, 2025 · 10 min · 2126 words · Roy

ChatGPT Downtime Crisis December 2025: Elevated Error Rates Expose AI Reliability Gaps

December 4, 2025 · 9 min · 1899 words · Roy

Meta’s December 16 AI Policy: Separating Fact from Misinformation About DM Scanning

December 3, 2025 · 11 min · 2186 words · Roy

AI’s Nuclear Revival: How Data Centers Are Reshaping Energy Politics

December 2, 2025 · 10 min · 2015 words · Roy

DeepSeekMath-V2 and DeepSeek-OCR 3B: The Open-Source Revolution in Mathematical Reasoning and Document AI

December 2, 2025 · 10 min · 1974 words · Roy

NVIDIA and Synopsys Forge $2B Alliance to Redefine AI Chip Design

December 2, 2025 · 3 min · 601 words · Roy

DeepSeek-Math-V2: Self-Verifiable Mathematical Reasoning Reaches Gold-Medal Status—An Open-Source Breakthrough

December 1, 2025 · 13 min · 2573 words · Roy

OpenAI Invests in Thrive Holdings with Embedded AI Specialists: Expanding Corporate AI Integration

December 1, 2025 · 8 min · 1581 words · Roy

November  49

AI Stock Selloff and Palantir’s Worst Month: Navigating Overvaluation Fears and Market Correction

November 30, 2025 · 9 min · 1797 words · Roy

GPU Meltdown: How Sora and Nano Banana Pro Exposed AI’s Infrastructure Crisis

November 30, 2025 · 9 min · 1820 words · Roy

Shueisha vs OpenAI: The Copyright Infringement Crisis Reshaping AI Regulation and Ethics

November 30, 2025 · 16 min · 3249 words · Roy

Valve’s Steam Machine: $699.99 Price Analysis and 2026 Launch Timeline

November 30, 2025 · 9 min · 1872 words · Roy

Meta’s Google TPU Adoption: The End of Nvidia’s AI Chip Monopoly

November 29, 2025 · 13 min · 2590 words · Roy

AI Stock Market Correction and Bubble Concerns: The Warning Signs Intensify

November 28, 2025 · 11 min · 2145 words · Roy

What is Vibe Coding? The End of Syntax and the Rise of English as Code

November 28, 2025 · 4 min · 677 words · Roy

Google Announces Willow Quantum Chip: 13,000x Faster Than Supercomputers

November 27, 2025 · 2 min · 408 words · Roy

How Chinese Open-Source AI Models Are Winning Asia Against Gemini 3

November 27, 2025 · 8 min · 1672 words · Roy

Anthropic Claude Opus 4.5: Pricing, Agents, and Coding Performance Explained

November 26, 2025 · 8 min · 1645 words · Roy

Jony Ive and Sam Altman Unveil AI Hardware Prototype: Screenless, Playful, and Smartphone-Sized

November 25, 2025 · 3 min · 593 words · Roy

Quantum Computer Explained in Simple Terms

November 25, 2025 · 3 min · 441 words · Roy

Trump’s AI Agenda Sparks MAGA Base Division

November 25, 2025 · 4 min · 647 words · Roy

Google Gemini 3: Nano Banana Pro, Grounding and New AI Visual Standards

November 24, 2025 · 3 min · 595 words · Roy

Yann LeCun Leaves Meta to Pioneer Advanced Machine Intelligence Venture

November 24, 2025 · 4 min · 653 words · Roy

Agent 365 at Microsoft Ignite 2025: The New AI Agent Control Plane

November 23, 2025 · 3 min · 575 words · Roy

AI Infrastructure & Energy Bottlenecks: The Reality in 2025

November 23, 2025 · 4 min · 672 words · Roy

OpenAI-Foxconn Partnership: US AI Data Center Hardware Manufacturing

November 22, 2025 · 4 min · 730 words · Roy

Nvidia AI Chip Boom and the Reignited AI Bubble Fears

November 21, 2025 · 4 min · 764 words · Roy

NVIDIA Apollo: Open AI Physics Models Revolutionize Industrial Simulation

November 20, 2025 · 2 min · 378 words · Roy

AgentEvolver: Efficient Self-Evolving LLM Agents Beat 14B Models

November 19, 2025 · 2 min · 419 words · Roy

Google Gemini 3 Launch: Setting New AI Benchmarks, Smarter Coding and Search

November 18, 2025 · 4 min · 766 words · Roy

Jeff Bezos Launches Project Prometheus AI Startup with $6.2B Funding

November 18, 2025 · 3 min · 511 words · Roy

Anthropic AI Weaponization: The First Autonomous Cyber Espionage Campaign and Need for Regulation

November 17, 2025 · 4 min · 686 words · Roy

Controversy Over AI Facial Analysis in Lending and Hiring

November 17, 2025 · 4 min · 657 words · Roy

Yann LeCun’s Critique of Large Language Models in AI

November 17, 2025 · 4 min · 665 words · Roy

Avoid Kkondae: The Strategic Minesweeper Puzzle for Office Escape

November 15, 2025 · 4 min · 654 words · Roy

AI Stock Decline Signals Bubble Risk? Nvidia and Oracle Slide

November 14, 2025 · 4 min · 817 words · Roy

OpenAI Sora 2 Model: Controversy Over Ethics, Regulation, and Safety

November 14, 2025 · 4 min · 659 words · Roy

Anthropic’s $50 Billion US Data Center Investment Accelerates AI Infrastructure Race

November 13, 2025 · 3 min · 522 words · Roy

Ant International Open-Sources Falcon TST AI Model, Empowers MSMEs: November 2025 Update

November 12, 2025 · 2 min · 422 words · Roy

Does RL Really Increase LLM Reasoning Capacity? Evidence from 2025 Limit Study

November 11, 2025 · 3 min · 613 words · Roy

Latest Updates in AI Psychology: Research, Therapy, and Ethics (2025)

November 11, 2025 · 3 min · 526 words · Roy

Meta Omnilingual ASR: Open Sourcing Speech Recognition for 1,600+ Languages

November 11, 2025 · 5 min · 936 words · Roy

Google Ironwood AI Chip and Anthropic’s $Billion TPU Deal: Spec, Impact, Verification (2025-11-03)

November 10, 2025 · 7 min · 1364 words · Roy

What is Hyperparameter Tuning? The Key to ML Optimization

November 10, 2025 · 3 min · 540 words · Roy

IBM Granite 4.0 Nano: Enterprise-Ready Tiny Open-Source LLMs (Release Review)

November 9, 2025 · 4 min · 710 words · Roy

53% of Americans Now Fear AI Could Destroy Humanity, Latest Poll Shows

November 7, 2025 · 4 min · 701 words · Roy

Moonshot AI’s Kimi K2 Thinking: A 1-Trillion Parameter MoE Model Setting New AI Standards

November 7, 2025 · 5 min · 1036 words · Roy

OpenAI Launches Aardvark: GPT-5-Powered Security Agent Sets New Standard for Automated Vulnerability Detection

November 6, 2025 · 3 min · 572 words · Roy

Anthropic’s Claude AI Shows Limited Signs of Introspective Awareness

November 5, 2025 · 6 min · 1123 words · Roy

OpenAI Secures $38 Billion AWS Cloud Deal, Signals Shift to Multi-Cloud AI Infrastructure

November 4, 2025 · 5 min · 897 words · Roy

Advanced LLMs Show Resistance to Shutdown Commands: Is It a Survival Drive or Training Flaw?

November 3, 2025 · 5 min · 965 words · Roy

Alibaba Tongyi DeepResearch: 30B-Parameter Open-Source Agent Outpaces GPT-4o

November 3, 2025 · 4 min · 816 words · Roy

Meta’s Breakthrough: Circuit-based Reasoning Verification (CRV) for Fixing LLM Reasoning Flaws

November 3, 2025 · 5 min · 935 words · Roy

NVIDIA Nemotron RAG: Latest Enterprise-Grade Multimodal Retrieval and Layout Models (2025-11)

November 3, 2025 · 5 min · 1018 words · Roy

SLB Launches ‘Tela’ Agentic AI Assistant to Drive Digital Sales in Energy

November 3, 2025 · 6 min · 1109 words · Roy

ChatGPT November 2025 Update: Inference Boost & Agent Mode Preview

November 2, 2025 · 3 min · 511 words · Roy

Understanding Google’s Tensor Processing Unit (TPU): A Beginner’s Guide to the AI Accelerator

November 2, 2025 · 4 min · 814 words · Roy

October  38

Cursor 2.0: Composer and Parallel Multi-Agent AI for Developers

October 31, 2025 · 6 min · 1182 words · Roy

PyTorch for Deep Learning: Core Features and Production Deployment

October 31, 2025 · 5 min · 986 words · Roy

A Conservative Analysis of Entropy: Measuring Disorder and Uncertainty

October 30, 2025 · 5 min · 923 words · Roy

Archive

October 30, 2025 · 0 min · 0 words · Roy

IBM Granite 4.0 Nano: Enterprise-Ready Tiny Open-Source LLMs (Release Review)

October 30, 2025 · 3 min · 571 words · Roy

Open Notebook: The Privacy-First Open Source Disruptor to Google NotebookLM (2025 Comparative Guide)

October 30, 2025 · 4 min · 699 words · Roy

Deep Dive into JEPA: Yann LeCun’s Architecture for Autonomous AI and World Models

October 29, 2025 · 5 min · 992 words · Roy

The Perceptron: Foundation of Artificial Neural Networks and the XOR Barrier

October 29, 2025 · 5 min · 980 words · Roy

Yann LeCun Declares LLMs ‘Useless in Five Years’ - The Rise of World Models and V-JEPA2

October 29, 2025 · 5 min · 1041 words · Roy

Amazon’s 30,000 Corporate Job Cuts: Automation, AI, and Labor Restructuring in 2025

October 28, 2025 · 3 min · 551 words · Roy

Understanding Capital Expenditure (Capex) in the Era of Massive AI Investment

October 28, 2025 · 6 min · 1098 words · Roy

Dead Internet Theory: AI and Bots Dominating the Online World

October 27, 2025 · 3 min · 552 words · Roy

Magistral Small (24B): Mistral’s Open-Source Reasoning Powerhouse with SFT+RL

October 27, 2025 · 5 min · 919 words · Roy

Tesla xAI Generative AI Game Revolution: Market Impacts and Industry Transformation

October 27, 2025 · 5 min · 976 words · Roy

AI Capex Boom — How Data Center Spending is Transforming the Economy

October 26, 2025 · 4 min · 849 words · Roy

Crawl4AI: The Open-Source Framework for LLM-Friendly Web Scraping

October 26, 2025 · 5 min · 957 words · Roy

DeepCogito v2 — The Open-Source Reasoning AI Revolution

October 26, 2025 · 3 min · 454 words · Roy

AnythingLLM by Mintplex Labs: The All-in-One Local AI Platform

October 24, 2025 · 2 min · 321 words · Roy

Rescale Expands Digital Engineering Platform with AI-Driven Data Intelligence

October 24, 2025 · 3 min · 490 words · Roy

Sentient AGI’s OML 1.0: AI Fingerprinting and Open Model Ownership

October 24, 2025 · 3 min · 443 words · Roy

Krea Realtime 14B: Real-Time Open Source Text-to-Video at 11fps

October 23, 2025 · 3 min · 458 words · Roy

AI Bubble Analysis: When Hype Outpaces Reality

October 22, 2025 · 2 min · 420 words · Roy

DeepSeek-OCR: Vision-Based Text Compression for Massive Context Efficiency

October 22, 2025 · 3 min · 476 words · Roy

Magistral Small 24B: Mistral’s Open-Source Reinforcement Learning Model

October 21, 2025 · 3 min · 498 words · Roy

Google AI’s C2S-Scale 27B Gemma Model Decodes Cellular Language for Cancer Discovery

October 20, 2025 · 5 min · 899 words · Roy

OML: Reconciling Open Access and Owner Control in AI Model Distribution

October 19, 2025 · 5 min · 890 words · Roy

NVIDIA Isaac GR00T: The Foundation Model for Generalist Humanoid Robots

October 18, 2025 · 5 min · 920 words · Roy

Understanding Few-Shot Learning: The Core Principle of Data-Efficient AI

October 16, 2025 · 3 min · 622 words · Roy

Understanding the Core of Modern AI: The Attention Mechanism and Transformer

October 15, 2025 · 5 min · 1040 words · Roy

The Role of Mixture of Experts (MoE) Architecture in Scaling LLMs Efficiently

October 12, 2025 · 7 min · 1329 words · Roy

Alibaba’s Qwen3-VL-30B-A3B: The Open-Source Multimodal AI with MoE Efficiency

October 11, 2025 · 6 min · 1129 words · Roy

Forecasting Tesla (TSLA) Stock Prices with Prophet and Python

October 10, 2025 · 7 min · 1285 words · Roy

Understanding LoRA: Efficient Fine-Tuning for Large Models

October 7, 2025 · 5 min · 957 words · Roy

What Is Agentic AI? A Beginner’s Guide to Autonomous AI Agents

October 6, 2025 · 5 min · 1035 words · Roy

Tencent’s Hunyuan-DiT: The Image AI with the Same Architecture as Sora

October 5, 2025 · 4 min · 796 words · Roy

OpenAI Sora 2 Released: Analyzing Its Enhanced Physics and Audio Sync

October 4, 2025 · 5 min · 924 words · Roy

Claude Sonnet 4.5: A Deep Dive into Enhanced Coding and AI Agent Capabilities

October 1, 2025 · 4 min · 773 words · Roy

실시간 시계

October 1, 2025 · 1 min · 5 words · Roy

September  16

What is Docker? A Beginner’s Guide to Container Virtualization

September 27, 2025 · 5 min · 1036 words · Roy

What is Docker? A Beginner’s Guide to Container Virtualization

September 27, 2025 · 5 min · 1047 words · Roy

Kubernetes Ingress Explained: A Practical Guide with NGINX

September 23, 2025 · 7 min · 1325 words · Roy

Kubernetes Volumes Explained: PV, PVC, and StorageClass

September 22, 2025 · 5 min · 989 words · Roy

What is Kubernetes NodePort? A Deep Dive into Exposing Services

September 21, 2025 · 5 min · 900 words · Roy

Understanding Kubernetes Dynamic Provisioning: An Easy Guide

September 20, 2025 · 4 min · 825 words · Roy

A Practical Guide to Kubernetes Labels

September 19, 2025 · 5 min · 985 words · Roy

What is a Kubernetes Pod?: A Beginner’s Guide

September 18, 2025 · 4 min · 683 words · Roy

Understanding the Kubernetes Controller Manager: The Automation Engine

September 17, 2025 · 5 min · 889 words · Roy

What Is HAProxy: A Deep Dive into the High Availability Load Balancer

September 16, 2025 · 5 min · 1015 words · Roy

12 Must-Know AI Issues (September 2025): GPT-5, Llama 4, Apple Intelligence, Rubin CPX, EU AI Act, Korea’s AI Basic Act

September 15, 2025 · 5 min · 1026 words · Roy

Today’s Major IT Issues: iPhone 17, Windows 11 Update, Nepal’s Social Ban, China’s AI Chips, and Security Breaches

September 14, 2025 · 2 min · 402 words · Roy

A Practical Guide to Prophet for Time-Series Forecasting

September 8, 2025 · 3 min · 439 words · Roy

Quantum Computing 101: Principles, Algorithms, Tooling, and a Learning Roadmap

September 5, 2025 · 2 min · 419 words · Roy

Understanding GANs: Generative Adversarial Networks Explained

September 2, 2025 · 3 min · 516 words · Roy

Install nvidia-smi and Test CUDA on Ubuntu: A Practical Guide

September 1, 2025 · 2 min · 368 words · Roy

August  28

Nano Banana (Gemini 2.5 Flash Image): A Field Guide for Builders

August 30, 2025 · 3 min · 545 words · Roy

AI Project Planning and Real-World Applications (Lecture 20)

August 29, 2025 · 2 min · 386 words · Roy

Multimodal AI Basics: Text + Image Understanding with CLIP and BLIP (Lecture 19)

August 28, 2025 · 3 min · 504 words · Roy

Transformer Applications: Summarization and Translation (Lecture 18)

August 27, 2025 · 2 min · 388 words · Roy

GPT Basics: Generative Pretrained Transformer Explained (Lecture 17)

August 26, 2025 · 2 min · 361 words · Roy

BERT Architecture and Pretraining: From MLM to NSP (Lecture 16)

August 25, 2025 · 2 min · 396 words · Roy

Transformer Architecture Basics: From Attention to Modern AI (Lecture 15)

August 24, 2025 · 3 min · 473 words · Roy

Attention Mechanism Basics: Understanding Query, Key, and Value (Lecture 14)

August 22, 2025 · 3 min · 427 words · Roy

GRU Basics: Simplifying Recurrent Neural Networks (Lecture 13)

August 21, 2025 · 2 min · 424 words · Roy

LSTM Basics: Understanding Long Short-Term Memory Networks (Lecture 12)

August 20, 2025 · 3 min · 519 words · Roy

Neural Network Basics: Build a Simple Image Classification Model (Lecture 8)

August 17, 2025 · 3 min · 454 words · Roy

Recurrent Neural Network (RNN) Basics: Theory and PyTorch Implementation (Lecture 11)

August 16, 2025 · 3 min · 557 words · Roy

Word Embeddings in NLP: From Word2Vec to Transformers (Lecture 10)

August 16, 2025 · 3 min · 482 words · Roy

Data Preprocessing and Visualization for AI: A Complete Guide (Lecture 5)

August 14, 2025 · 3 min · 429 words · Roy

Supervised Learning Practice: Classification and Regression (Lecture 6)

August 13, 2025 · 3 min · 478 words · Roy

Unsupervised Learning Practice: Clustering and Dimensionality Reduction (Lecture 7)

August 13, 2025 · 2 min · 403 words · Roy

AI Development Environment Setup: Anaconda, Jupyter, and GPU Acceleration (Lecture 4)

August 12, 2025 · 2 min · 397 words · Roy

Deep Learning Basics: CNN vs. RNN and a Hands-On MNIST Example (Lecture 3)

August 12, 2025 · 4 min · 644 words · Roy

Machine Learning Basics: Supervised, Unsupervised, and Reinforcement Learning (Lecture 2)

August 11, 2025 · 4 min · 674 words · Roy

AI 101: From Concepts to a Working Example (Lecture 1)

August 10, 2025 · 5 min · 853 words · Roy

Kubernetes CronJob Guide: Schedule and Automate Batch Jobs

August 7, 2025 · 3 min · 624 words · Roy

Kubernetes Secret Guide: Secure Storage and Management of Sensitive Data

August 6, 2025 · 5 min · 916 words · Roy

Kubernetes Job Guide: One-Time and Batch Workloads Made Easy

August 5, 2025 · 4 min · 800 words · Roy

Kubernetes DaemonSet Guide: Deploy Pods to All Nodes

August 4, 2025 · 4 min · 825 words · Roy

Kubernetes Deployment: Automating Pod Rollout and Updates

August 3, 2025 · 3 min · 552 words · Roy

Kubernetes ReplicaSet: Ensuring Pod Availability with Auto Recovery

August 2, 2025 · 3 min · 633 words · Roy

About

August 1, 2025 · 2 min · 226 words · Roy

Kubernetes Deployment: Rolling Updates, Rollbacks, and Real Examples

August 1, 2025 · 3 min · 612 words · Roy

July  30

Kubernetes Resources: Understanding ReplicaSet

July 31, 2025 · 3 min · 456 words · Roy

Kubernetes Networking: Understanding the Network Model

July 30, 2025 · 3 min · 448 words · Roy

Kubernetes Networking: Service Types Summary

July 29, 2025 · 2 min · 404 words · Roy

Kubernetes Networking: Exploring Service Resources

July 26, 2025 · 3 min · 527 words · Roy

Kubernetes ConfigMap and Secret: How to Pass Data to Pods

July 22, 2025 · 3 min · 573 words · Roy

Kubernetes Pod Resource Management: Requests, Limits, and QoS

July 21, 2025 · 1 min · 50 words · Roy

Kubernetes Volumes Explained: How Pods Store and Share Data

July 21, 2025 · 4 min · 646 words · Roy

Kubernetes Multi-Container Pods: Why One Container Isn’t Enough

July 20, 2025 · 3 min · 515 words · Roy

Kubernetes Pod Labels: A Complete Guide with Selectors and Examples

July 20, 2025 · 3 min · 620 words · Roy

Kubernetes Pod Health Checks: Liveness, Readiness, and Startup Probes

July 19, 2025 · 3 min · 566 words · Roy

Understanding Pods: The Core Unit of Kubernetes

July 19, 2025 · 3 min · 574 words · Roy

kubectl Tips and Tricks: Boost Your Productivity on Kubernetes

July 18, 2025 · 3 min · 579 words · Roy

Basic kubectl Commands: Your First Step to Mastering Kubernetes

July 17, 2025 · 3 min · 564 words · Roy

Kubernetes Networking: Understanding the Role of Services

July 17, 2025 · 3 min · 434 words · Roy

Installing Kubernetes: Minikube and kubeadm Setup for Beginners

July 16, 2025 · 3 min · 607 words · Roy

Kubernetes Networking: Exploring Service Types

July 16, 2025 · 3 min · 474 words · Roy

Why Use Kubernetes? 10 Reasons It Powers Modern Cloud Infrastructure

July 15, 2025 · 4 min · 780 words · Roy

Kubernetes Architecture: How It All Works Behind the Scenes

July 14, 2025 · 5 min · 971 words · Roy

Kubernetes Basic Concepts: The Foundations of Cloud-Native Infrastructure

July 13, 2025 · 4 min · 841 words · Roy

Q-Learning and CartPole: Your First Reinforcement Learning Agent

July 11, 2025 · 4 min · 781 words · Roy

What Is Kubernetes? The Beginner’s Guide to Container Orchestration

July 11, 2025 · 4 min · 769 words · Roy

Mastering CartPole with DQN: Deep Reinforcement Learning for Beginners

July 10, 2025 · 5 min · 949 words · Roy

Reinforcement Learning for Beginners: Build Your First AI Agent with OpenAI Gym

July 9, 2025 · 4 min · 835 words · Roy

LangGraph: Build Multi-Turn AI Workflows with Graph Logic

July 8, 2025 · 4 min · 749 words · Roy

China Launches Humanoid Robot Soccer League: Where AI Meets the Field

July 5, 2025 · 3 min · 506 words · Roy

Longhorn Tutorial: Kubernetes Storage Made Simple (Install & Monitor Guide)

July 4, 2025 · 3 min · 448 words · Roy

Understanding MoE (Mixture of Experts): Scalable Deep Learning Models

July 4, 2025 · 4 min · 680 words · Roy

Monte Carlo Prediction: Reinforcement Learning with Python (MCP Tutorial)

July 3, 2025 · 3 min · 542 words · Roy

EDA Tutorial: Analyzing ZIM Stock Data from Yahoo Finance

July 2, 2025 · 2 min · 395 words · Roy

What is H2O AutoML? Train ML Models Without Coding

July 1, 2025 · 3 min · 432 words · Roy

June  6

What is LangChain? Build LLM Apps Easily with Python

June 30, 2025 · 3 min · 449 words · Roy

What is AutoML? Learn Automated Machine Learning with Python

June 29, 2025 · 3 min · 465 words · Roy

Exploratory Data Analysis in Python: A Beginner’s Guide

June 27, 2025 · 3 min · 450 words · Roy

What is Scikit-Learn (sklearn)?

June 26, 2025 · 2 min · 397 words · Roy

Why Lasso is Essential in High-Dimensional Machine Learning

June 25, 2025 · 3 min · 462 words · Roy

What is RNN (Recurrent Neural Network)?

June 24, 2025 · 3 min · 515 words · Roy

2024  47

December  4

FAISS란 무엇인가?

December 3, 2024 · 3 min · 531 words · Roy

코사인 유사도란 무엇인가?

December 3, 2024 · 3 min · 480 words · Roy

벡터 데이터베이스란 무엇인가?

December 2, 2024 · 3 min · 483 words · Roy

유클리디안 거리(Euclidean Distance)란 무엇인가?

December 2, 2024 · 3 min · 457 words · Roy

November  26

BM25란 무엇인가?

November 15, 2024 · 2 min · 403 words · Roy

RAG (Retrieval-Augmented Generation)란 무엇인가?

November 14, 2024 · 2 min · 370 words · Roy

TF-IDF란 무엇인가?

November 14, 2024 · 2 min · 425 words · Roy

리눅스에서 Apahce의 웹사이트 접근제한을 설정하는 방법

November 12, 2024 · 2 min · 402 words · Roy

리눅스에서 Apache HTTP 서버 설정하는 방법

November 11, 2024 · 3 min · 451 words · Roy

리눅스에서 passwd를 사용하는 방법

November 11, 2024 · 3 min · 544 words · Roy

리눅스에서 netstat를 사용하는 방법

November 10, 2024 · 3 min · 534 words · Roy

리눅스에서 nmap 사용하는 방법

November 10, 2024 · 1 min · 189 words · Roy

리눅스에서 stickybit 사용하는 방법

November 9, 2024 · 2 min · 344 words · Roy

리눅스에서 로그에 메시지를 기록하는 방법

November 9, 2024 · 2 min · 304 words · Roy

리눅스에서 커널 매개변수 관리하는 방법

November 8, 2024 · 2 min · 424 words · Roy

리눅스에서 파일을 백업하고 복원하는 방법

November 8, 2024 · 2 min · 319 words · Roy

리눅스에서 firewalld 사용하는 방법

November 7, 2024 · 3 min · 536 words · Roy

리눅스에서 Mail Alias 설정하는 방법

November 7, 2024 · 3 min · 445 words · Roy

리눅스에서 rsync를 사용하는 방법

November 6, 2024 · 3 min · 434 words · Roy

리눅스에서 Samba 서버 설정하는 방법

November 6, 2024 · 2 min · 400 words · Roy

리눅스에서 디스크 쿼터 설정하는 방법

November 5, 2024 · 3 min · 428 words · Roy

리눅스에서 프린트 사용하는 방법

November 5, 2024 · 2 min · 317 words · Roy

리눅스에서 Telnet 서버 설정하는 방법

November 4, 2024 · 2 min · 363 words · Roy

리눅스에서 사용자 비밀번호 만료 및 수명 관리하는 방법

November 4, 2024 · 3 min · 469 words · Roy

리눅스에서 방화벽을 관리하는 방법

November 3, 2024 · 2 min · 426 words · Roy

리눅스에서 엘라스틱서치 사용하는 방법

November 3, 2024 · 2 min · 407 words · Roy

리눅스에서 DNS Zone 파일 설정하는 방법

November 2, 2024 · 3 min · 507 words · Roy

리눅스에서 파일 속성 관리하는 방법

November 2, 2024 · 3 min · 568 words · Roy

리눅스에서 blkid를 사용하는 방법

November 1, 2024 · 2 min · 424 words · Roy

리눅스에서 접근 권한 관리하는 방법

November 1, 2024 · 4 min · 654 words · Roy

October  9

리눅스에서 DNS 서버 설정하는 방법

October 31, 2024 · 3 min · 554 words · Roy

리눅스에서 TCP Wrapper를 사용하는 방법

October 31, 2024 · 3 min · 438 words · Roy

리눅스에서 smbclient를 사용하는 방법

October 30, 2024 · 2 min · 409 words · Roy

리눅스에서 VSFTP 서버를 설정하는 방법

October 30, 2024 · 2 min · 282 words · Roy

리눅스 파일 시스템 검사 도구

October 29, 2024 · 2 min · 411 words · Roy

리눅스에서 로그를 관리하는 방법

October 29, 2024 · 3 min · 503 words · Roy

RPM 명령 및 옵션

October 28, 2024 · 2 min · 281 words · Roy

리눅스 사용자 설정 파일

October 28, 2024 · 3 min · 432 words · Roy

리눅스에서 사용자 계정 관리하는 방법

October 28, 2024 · 2 min · 330 words · Roy

January  8

Applications

January 1, 2024 · 1 min · 45 words · Roy

개인정보처리방침

January 1, 2024 · 3 min · 579 words · Roy

개인정보처리방침

January 1, 2024 · 3 min · 579 words · Roy

개인정보처리방침

January 1, 2024 · 4 min · 686 words · Roy

개인정보처리방침

January 1, 2024 · 3 min · 579 words · Roy

개인정보처리방침

January 1, 2024 · 3 min · 579 words · Roy

개인정보처리방침

January 1, 2024 · 3 min · 579 words · Roy

개인정보처리방침

January 1, 2024 · 3 min · 579 words · Roy