produced by Classmethod

# LLM articles

Large Language Modelの略称で、GPT-3やChatGPTなどの大規模な言語モデルを指します。

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

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

[Session Report] Search Evolves with Agents: Agent Capabilities of Amazon OpenSearch Service [ANT407] #AWSSummit

越井琢巳 (Koshii Takumi)

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 was able to call Claude Fable 5 on Bedrock Mantle, so I tried it out

2026.07.05

I tried out the Inference Target of AgentCore Gateway

2026.07.05

ちょっと話題の記事

How Far Can a Gaming PC Run Local LLMs? I Tried It with Ollama

2026.07.04

I summarized recent developments in design systems advancing AI agent support - Meta Astryx, v0, Serendie, SmartHR

2026.07.04

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

ちょっと話題の記事

I tested the re-released "Claude Fable 5" on Amazon Bedrock

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

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

I tried out OpenRouter's MCP Server

森茂洋 / Hiroshi Morishige

2026.06.27

It seems Ollama has added MLX support, so I investigated Apple MLX and ran some benchmarks on M2 Max.

2026.06.27

LLMs Don't "Think": Understanding Hallucinations, Prompt Engineering, and Security Through the Mechanism of Token Prediction

2026.06.25

"The Accumulation of Failures" Gave Birth to LLMs (Part 2) — From Attention to the Scaling Revolution, and Then to Alignment

2026.06.24

"The Accumulation of Failures" Gave Birth to LLMs (Part 1) — From the Limits of Mathematics to the Geometry of Meaning

2026.06.24

I participated in NVIDIA Japan's NPN Partner Agentic AI Bootcamp.

森茂洋 / Hiroshi Morishige

2026.06.24

I tried PLaMo 3.0 Prime

森茂洋 / Hiroshi Morishige

2026.06.22

必見の記事

I tried Sakana Fugu (GA) with a subscription plan

森茂洋 / Hiroshi Morishige

2026.06.22

I tried running NVIDIA VSS 3.2.0 GA on DGX Spark

森茂洋 / Hiroshi Morishige

2026.06.22

[Update] I Tried Agentic Search That Converts Natural Language to Search DSL Using Amazon OpenSearch Serverless NextGen × Amazon Bedrock (Claude)

2026.06.21

I tried retraining the NVIDIA LLM Router to match my own persona (Training Edition)

森茂洋 / Hiroshi Morishige

2026.06.21

I tried building an LLM usage-based switching environment with NVIDIA LLM Router (Basics Edition)

森茂洋 / Hiroshi Morishige

2026.06.21

I tried running Codex confined in NVIDIA OpenShell

森茂洋 / Hiroshi Morishige

2026.06.20

I thought about the retail store version of NVIDIA FOX Blueprint with VSS Skills and Hermes Agent

森茂洋 / Hiroshi Morishige

2026.06.18

I thought about a Mini-FOX configuration to start small with the NVIDIA FOX Blueprint

森茂洋 / Hiroshi Morishige

2026.06.18

I tried having NemoHermes read a private repository without passing a GitHub token

森茂洋 / Hiroshi Morishige

2026.06.17

DevRev: What AI Knowledge Management May Need Is a Garbage Collector

越井琢巳 (Koshii Takumi)

2026.06.13

Tracing the Lineage of AI Code with Agent Trace × Jujutsu

2026.06.11

話題の記事

I tried out Claude Fable 5, which has become available on Amazon Bedrock

2026.06.10

Claude Code v2.1.170 Major Update - Now featuring Mythos Class 1 Model Claude Fable 5!

2026.06.10

I tried to analyze the updated NVIDIA Physical AI in Cosmos 3 through the three-tier structure of factory AI

森茂洋 / Hiroshi Morishige

2026.06.08

I tried reading Hermes Agent's self-improving from the code

森茂洋 / Hiroshi Morishige

2026.06.06

I tried out the interactive shell feature of Amazon Bedrock AgentCore Runtime

2026.06.06