domain

"この記事の核心的な発見は、ルール/スキルの実装やエージェントの機能など、AI駆動開発の進化に焦点を当てています。"

"「特定の分野（数学の数学教授、ホスピタリティのシニアホテルコンサルタント、医学の専門医など）に基づいて、各クエリに対して最も関連性の高い専門家のペルソナを動的に採用します。 厳密で技術的に正確な、ドメイン固有の回答を提供します。」"

"結果は深刻なドメイン転送の失敗を示しています。最高のモデル（OWLv2）は、F1スコア27.6％、偽陽性率69％しか達成していません。"

"LLMのファインチューニングを習得することは、データサイエンティストにとって不可欠なスキルとなりつつあります。"

"この記事は、2026年までにその重要性が増すと予測されるドメイン特化型モデル（DSM）への傾向について論じています。"

"There are now more than 1 million “.ai” websites, contributing an estimated $70 million to Anguilla’s government revenue last year – Sherwood"

"Revenue from domain name registration continues to exceed expectations."

"In 2026, the skills required of AI engineers are changing from "using AI" to "collaborating with AI"."

"According to the domain statistics agency Domain Name Stat data, the number of ".ai" domains has exceeded 1 million on January 2nd of this year, this explosive growth followed the global rush of enterprises and developers to register AI-related domain names after ChatGPT went live at the end of 2022."

"A DANN trained on labeled breast and colon data and adapted to unlabeled lung data reaches 95.56% accuracy."

"When the general execution power is 'internalized' into the model, the core competitiveness of third-party Agents shifts from 'execution power' to 'information asymmetry'."

"Unlike prior single-paradigm approaches, which achieve <75% accuracy on out-of-distribution datasets, our method maintains 86.8% average accuracy across seven diverse test sets..."

"Overall, the findings demonstrate that carefully designed prompt-based strategies provide an effective and resource-efficient pathway to improving open-domain dialogue quality in SLMs."

"Agent Skills は、Anthropic が提供する Claude の拡張機能で、領域固有の専門知識やワークフローを Claude に追加できます。"

"By reducing propagation steps in LLM deployments, MetaJuLS contributes to Green AI by directly reducing inference carbon footprint."

"The article's source is ArXiv."

"The study concerns the effect of discreteness on domain wall stability in a plate coupled to a foundation of bistable elements."

"The article is sourced from ArXiv, indicating a pre-print submission."

"The study is based on domain knowledge of fashion experts."

"The study focuses on developing a model for MJO forecast."

"The article is a systematic review of domain adaptation in structural health monitoring."

"The context indicates the paper is hosted on ArXiv, a repository for research papers."

"CTTA-T utilizes a teacher-student framework with a domain-aware and generalized teacher."

"The research focuses on bridging the gap between simulation and reality in subsurface radar-based sensing."

"The article's context provides information on Domain-Aware Quantum Circuit for QML."

"The research focuses on the scattering problem within Bose-Einstein condensates."

"The article is hosted on ArXiv, suggesting peer review is not yet complete or has not been undertaken."

"Synthesizing Domain-Specific 4D Humans for Real-World Pose Estimation"

"The paper explores LoRA rank trade-offs for retaining knowledge and domain robustness."

"Marco-ASR is a principled and metric-driven framework for fine-tuning Large-Scale ASR Models for Domain Adaptation."