Articles

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...

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...

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...

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.

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...

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.

AI News Digest March 17, 2026

Microsoft's Copilot team integration focuses on 'superintelligence', NVIDIA announces space AI computing, and Google DeepMind proposes an AGI measurement framework, marking a day of accelerated AI ...

AI Paper Weekly Review March 17, 2026 - The Frontiers of AI Agents and Real-World Adaptation

Covers 6 key papers from mid-March 2026. Explores the rapidly evolving AI landscape, focusing on AI agents' autonomous cyberattack capabilities and real-world adaptation in robotics and medical dia...

AI News Digest March 16, 2026

OpenAI strengthens "AI for everyone" with massive investments. Anthropic expands in Australia/New Zealand. NVIDIA announces next-gen Vera Rubin plan and Nemotron 3 Super. Community actively discuss...

Paper Review March 16, 2026 - Designing Safe and Practical AI Agents

Focusing on safety, robustness, and generalization, this review integrates findings on LLM external manipulation vulnerabilities, alignment methods (5 papers), and the latest trends in ML, CV, and ...