produced by Classmethod

# 生成AI articles

GPT-3やChatGPTなどの大規模言語モデルを活用した生成AIについて紹介しています。

I tried running Qwen3.6-35B-A3B on Amazon SageMaker and getting streaming responses

越井琢巳 (Koshii Takumi)

2026.07.26

I tried to organize the state of local LLMs in the summer of 2026

森茂洋 / Hiroshi Morishige

2026.07.24

Tried running the 118B code-specialized MoE "Laguna S 2.1" on DGX Spark

森茂洋 / Hiroshi Morishige

2026.07.23

I organized an overview of NVIDIA VSS

2026.07.22

Verified the scope of what AI can and cannot handle when operating from Claude Code via Perforce P4 MCP

越井琢巳 (Koshii Takumi)

2026.07.18

I also compared two quantized versions of Gemma 4 NVFP4 on DGX Spark

森茂洋 / Hiroshi Morishige

2026.07.18

I tried putting together a scenario using Twilio ConversationRelay with a restaurant as the subject, where "first-line phone responses are handled by AI"

越井琢巳 (Koshii Takumi)

2026.07.18

"Business handover" and "introducing generative AI into operations" are similar topics

ケーイチ｜生成AIコンサルタント@Classmethod

2026.07.17

Can RAG Be Replaced by Fine-Tuning? Investigating and Thinking About Knowledge Base Search Options

2026.07.17

Prompt Injection Countermeasures in Amazon Q Custom Chat Agents

2026.07.17

I attended Build a Claw Tokyo, where Jensen Huang, the CEO, also made a surprise appearance.

森茂洋 / Hiroshi Morishige

2026.07.16

Recommendation for PM Record Keeping: Rebuilding My Method for Organizing Notes

2026.07.16

A2A and MCP: What's the Difference? Organizing the Design Philosophy of Agent-to-Agent Communication Protocols

2026.07.16

I attended a Claude Community event in Singapore

yokouchi-satoshi

2026.07.15

I tried out the newly supported OpenAI GPT-5.6 Sol / Terra / Luna on Kiro

2026.07.14

I tried out the newly supported OpenAI GPT-5.6 Sol / Terra / Luna on Amazon Bedrock

2026.07.14

Structuring LLM Output with Tool Use in Bedrock Claude — The Story of How We No Longer Need JSON.parse() or Regular Expressions

2026.07.13

I Compared All the OpenAI APIs — Responses API, Chat Completions, Agents SDK, AgentKit: Which One Should You Actually Use?

2026.07.13

A new champion among partner LLMs for DGX Spark? Comparing Qwen3.6-35B-A3B-NVFP4 in two quantized versions

森茂洋 / Hiroshi Morishige

2026.07.13

# Organizing LLM Output Control and Extraction Techniques in 4 Layers — From Constrained Decoding to Prompt Design

2026.07.12

Chunk Anchoring — A Simple Technique to Prevent Ticket ID Hallucination in RAG

2026.07.12

Adding classification functionality "for free" to LLM pipelines with asyncio.gather

2026.07.12

# Understanding Prompt Caching's "Prefix Principle" — cache_control Breakpoint Placement Strategies and Practical Benefits of Tool Definition Caching

2026.07.12

Normalizing MCP tool output before passing it to the model — the PostToolUse hook pattern

2026.07.12

I tried Grok 4.5 with Grok Build CLI — A comparison of responses with Opus 4.8, Sonnet 5, and GPT-5.5

2026.07.12

# Claude Code Skills: Optimizing Diagram Generation — SVG vs Mermaid vs Excalidraw Comparison and Design Decisions

2026.07.11

I tried implementing a clarification widget in Google Chat Bot — Using inline forms in cardsV2

2026.07.11

ちょっと話題の記事

[Update] I tried out the AWS MCP Server's new support for industry-standard OAuth 2.1 (via AWS Sign-In) for connections from AI agents

2026.07.11

Loop Engineering — Building Autonomous Loops with Claude Code

2026.07.10

The story of how I, with no IT experience, found myself able to create meeting materials with Claude before I knew it

2026.07.07

ちょっと話題の記事

I thought about an LLM configuration that partners with one DGX Spark

森茂洋 / Hiroshi Morishige

2026.07.06

I tried running NVIDIA's time series foundation model NV-Tesseract on DGX Spark after it was released as open source

森茂洋 / Hiroshi Morishige

2026.07.04

I joined the Generative AI Integration Department as a Physical AI intern.

2026.07.01

Tried running DeepSeek V4 Flash-DSpark on 2 DGX Spark units

森茂洋 / Hiroshi Morishige

2026.06.30

I tried Hermes Agent's Mixture of Agents (MoA)

森茂洋 / Hiroshi Morishige

2026.06.29

ちょっと話題の記事

I ran Ornith 1.0 on DGX Spark and compared its Japanese language performance with Gemma 4 / Nemotron

森茂洋 / Hiroshi Morishige

2026.06.28