#LLM

Competitive Strategy in the Age of the AI Avalanche — How to Survive an Era Where Over 12 Models Emerge in One Week

Symbolized by the 'AI Avalanche' where over 12 major AI models were released in just 7 days in March 2026, model competition is accelerating at an unprecedented pace. This article analyzes the stru...

Four Axes Redefining LLMs as Autonomous AI Agents — A Systematization of Agentic Reasoning Frameworks

Systematizing agentic reasoning along four axes: planning, tool use, memory, and self-improvement, based on the 'Large Language Model Agent' survey (arXiv:2503.21460). Explores the frontier of LLM ...

Claude Sonnet 4.6 vs. Gemini 3.1 Pro: The Forefront of LLM Model Competition

Released almost simultaneously in February 2026, Claude Sonnet 4.6 and Gemini 3.1 Pro are analyzed from a developer's perspective, covering benchmarks like GPQA Diamond (94.3%) to practical usage g...

Introduction to Spec-Driven Development — Why Specifications Became Paramount in AI-Driven Development

As the limitations of 'Vibe Coding' become clear, Spec-Driven Development (SDD), which treats specifications as 'contracts' for AI, is emerging as the dominant paradigm in AI-driven development for...