トレンド

AI世界を探索:ニュース、キーパーソン、トレンド、用語を解説。

critical high confidence

AI Workforce Displacement

Unlike previous automation, AI replaces intellectual labor with no obvious fallback profession

AIエージェントの台頭
critical high confidence

AIエージェントの台頭

チャットボットから自律的な作業者へ - アクションを取るAI

critical high confidence

Future of Work

AI is fundamentally reshaping employment, skills, and the nature of work itself

オープンフロンティア研究
critical high confidence

オープンフロンティア研究

AI研究をオープンで協力的に保つ運動

知識労働の破壊
critical high confidence

知識労働の破壊

AIモデルが専門家の仕事でヒトを上回るようになった

emerging medium confidence

Agents as Employees

AI agents are shifting from assistants to autonomous workers with credentials, identity, and purchasing authority

emerging high confidence

AI Reshaping Design

AI agents are forcing the design profession to abandon its traditional process

emerging medium confidence

Solo AI Founders

One-person companies reaching millions in revenue using AI agents instead of employees

emerging medium confidence

The Skill Economy

Agent skills becoming a monetizable, tradeable layer — creating marketplaces, new roles, and a SaaS-like ecosystem for AI capabilities

emerging moderate confidence

Universal Basic Income

UBI emerges as the leading policy response to AI-driven workforce displacement

スケーリング時代の終焉
emerging high confidence

スケーリング時代の終焉

研究主導のAI進歩への回帰

訓練より応用
emerging high confidence

訓練より応用

モデル開発から製品開発への戦略的シフト

growing medium confidence

AI Bubble

Growing concerns about overinvestment in AI and the risk of a market correction

growing high confidence

AI Safety

AI safety research, governance, and risk mitigation emerging as a critical field

growing high confidence

Enterprise Pivot

The industry-wide shift from consumer AI experiments to production enterprise deployments

established high confidence

Model Commoditization

AI models becoming commodity products as value shifts from training to applications

The Generalization Gap
established high confidence

The Generalization Gap

Why AI Excels on Benchmarks but Struggles in the Real World

チャットボット時代
declining high confidence

チャットボット時代

Q&Aインターフェースからアクションを取る自律エージェントへ

accelerating high confidence

Reasoning Models

A new class of AI models that think before answering, trading speed for accuracy on hard problems

accelerating

SaaSからAIへの変革