What is the Hierarchical Reasoning Model (HRM)? — How the Brain-Inspired “Step-by-Step Reasoning” Works, How It Differs from Traditional LLMs, and How to Run It Locally (August 2025 Edition) Key…
How Far Has OpenAI’s “Voice Model” Come? ChatGPT Voice Overhaul, Realtime API General Availability, Next-Gen STT/TTS, and the Current State of “Voice Engine” (2025 Edition) Key Takeaways (Inverted Pyramid) ChatGPT…
Introduction to System Development, Week 24 Topic: Introduction to Generative AI – Basics of Mechanism and Usage In Week 24, in preparation for next week’s practical exercises on Generative AI,…
【Definitive Guide】n8n vs Dify vs Opal (Google) — Workflow Automation / LLM App Development / Conversational “Mini AI Apps” Compared (2025 Edition) Key points (Inverted Pyramid): n8n = general-purpose workflow…
【Comprehensive Guide】Multilingual (i18n) and Accessibility in Laravel — From Language Switching to Date/Currency Localization and RTL Support What you’ll learn (highlights first) Basics of Laravel internationalization (i18n): resources/lang directory, array…
Towards a Scalable Design: Modularization, Dependency Injection, and Configuration Management with FastAPI’s APIRouter and Depends ✅ First, the Summary (Inverted Pyramid) What this article enables you to do Using FastAPI’s…
What Is OpenAI’s “GPT-5 Flagship”? – Philosophy, Variants, and Benchmark Comparisons (August 2025) Key Points First (Inverted Pyramid Style) “GPT-5 Flagship” = ChatGPT’s new “automatic switching system”. It consists of…
Build “Real-Time English Calls in Your Own Voice While Speaking Japanese” — Requirements, Architecture, Code Samples, Evaluation, Ops & Ethics Quick Summary (Inverted Pyramid Style) Goal: The speaker talks only…
Introduction to System Development - Week 23: Mini API Integration Projects – Presentation & Improvement In the 23rd week of class, students presented and improved their mini-projects using external APIs…
What Comes After GPT-5? Tracking Leading LLMs and the Next Inflection Points — Strengths, Weaknesses, and Strategic Directions Key Takeaways (Inverted Pyramid Style) Main contenders chasing GPT-5: Anthropic Claude 4…