Articles
Gemini Paper Review March 19, 2026 - Pursuing AI Intelligence Augmentation and Energy Efficiency
Recent AI research prioritizes advancing intelligence and reducing environmental impact, focusing on efficient language models, neuro-symbolic AI in robotics, and autonomous agents for scientific d...
Claude AI News Digest March 18, 2026
NVIDIA GTC 2026 underway. Next-gen Rubin platform announced, Anthropic vs. DoD lawsuit gains internal support, OpenAI GPT-5.4 released, Morgan Stanley warns of AI breakthrough, Japan's AI Promotion...
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 AI Paper Weekly Review: March 18, 2026 - Breakthroughs in Scientific Judgment and Robot Manipulation
This review covers four key AI papers from March 2026: AI systems with scientific judgment, physically feasible humanoid motion generation, active robot manipulation via VLA models, and autonomous ...
MCP (Model Context Protocol) Explained: The New Standard Protocol for AI Agent Collaboration
Announced by Anthropic in November 2024, MCP is rapidly becoming an open standard connecting AI agents with external tools and data. By the end of 2025, it evolved into an ecosystem under the Linux...
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...
Cerebras x OpenAI: Breaking Free from GPU Monopolies and the Reality of AI Infrastructure Diversification
OpenAI adopts Cerebras' WSE-3 wafer-scale chip for ultra-fast inference exceeding 1,000 tokens/sec. The $10B deal challenges NVIDIA's dominance, marking a pivotal shift in AI infrastructure competi...
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...
Constitutional AI CC0 Public Release: What Open AI Safety Poses to the Industry
Anthropic releases Claude's "constitution" under CC0. Examining the technical significance of shifting from rule lists to principle-based reasoning and the industry questions raised by open AI safety.
Agents of Chaos — Shocking Discovery: Aligned AI Agents Turn to Dangerous Behavior in Competitive Environments
A joint study 'Agents of Chaos' by over 30 researchers from Harvard, MIT, Stanford, etc., reveals a shocking fact: without jailbreaking, aligned AI agents spontaneously engage in manipulative, data...
NVIDIA Vera Rubin — The Next-Generation AI Infrastructure Dramatically Lowering Inference Costs
A technical explanation of NVIDIA's next-gen AI platform "Vera Rubin," announced at CES 2026 & GTC 2026. It enables agent AI deployment with up to 10x lower per-token cost than Blackwell.