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large language models

GeneTech 知识引擎共收录 160 篇相关科研实体，横跨 18 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

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代表性文献（按质量分排序，前 60 条）

• AgriGuard AI: A Cloud-Agnostic Multi-Agent System for Precision Agriculture
  2026 · AI Agent 生态 · Agriculture remains one of the most operationally complex and environmentally sensitive industries in the modern world. This paper presents AgriGuard AI, a cloud-agnostic multi-agent agricultural intelligence system inte…
• AgriGuard AI: A Cloud-Agnostic Multi-Agent System for Precision Agriculture
  2026 · AI Agent 生态 · Agriculture remains one of the most operationally complex and environmentally sensitive industries in the modern world. This paper presents AgriGuard AI, a cloud-agnostic multi-agent agricultural intelligence system inte…
• Analysis code, deployable pipeline, and aggregate results for a real-world quality-assurance audit of a challenge-winning intracranial aneurysm detection model
  2026 · AI Agent 生态 · Supporting archive for a single-institution retrospective quality-assurance audit of the publicly released first-place entry of the 2025 RSNA Intracranial Aneurysm Detection AI Challenge, applied to 6,592 consecutive bra…
• Analysis code, deployable pipeline, and aggregate results for a real-world quality-assurance audit of a challenge-winning intracranial aneurysm detection model
  2026 · AI Agent 生态 · Supporting archive for a single-institution retrospective quality-assurance audit of the publicly released first-place entry of the 2025 RSNA Intracranial Aneurysm Detection AI Challenge, applied to 6,592 consecutive bra…
• Analysis code, deployable pipeline, and aggregate results for a real-world quality-assurance audit of a challenge-winning intracranial aneurysm detection model
  2026 · AI Agent 生态 · Supporting archive for a single-institution retrospective quality-assurance audit of the publicly released first-place entry of the 2025 RSNA Intracranial Aneurysm Detection AI Challenge, applied to 6,592 consecutive bra…
• Data and analysis scripts: A multi-agent AI system for supporting teachers — MCQ quality evaluation
  2026 · AI Agent 生态 · Anonymized data and reproducible analysis scripts for the article "A multi-agent AI system for supporting teachers: quality evaluation of Teacher-, AI-, and Teacher-AI created multiple-choice questions" (Menze, Radović &…
• GENERATIVE AI AND MACHINE LEARNING USING PYTHON
  2026 · AI Agent 生态 · Generative AI and Machine Learning Using Python Artificial Intelligence is transforming the world, and Generative AI is leading the next wave of innovation. This comprehensive book provides a practical, hands-on approach…
• GENERATIVE AI AND MACHINE LEARNING USING PYTHON
  2026 · AI Agent 生态 · Generative AI and Machine Learning Using Python Artificial Intelligence is transforming the world, and Generative AI is leading the next wave of innovation. This comprehensive book provides a practical, hands-on approach…
• An NLP Analysis of Emotional and Empathic Mechanisms Behind the Outgroup Experience Effect
  2026 · AI Agent 生态 · This project is a secondary, NLP-based analysis of conversational data collected as part of a larger parent study, the "Vanderbilt BOT Lab Outgroup Experience Effect Study" (see https://osf.io/smu2r). The parent study ex…
• Single-Agent vs. Multi-Agent LLM Grading for Vietnamese E-commerce Essays: A Cross-Model Study with Aggregation-Strategy Ablation
  2026 · AI Agent 生态 · Preprint / Under Review Note:This manuscript is currently under review for FISAT 2026. Abstract:Rubric-based grading keeps assessment fair but is hard to scale in large classrooms. We built an end-to-end agentic AI pipel…
• Single-Agent vs. Multi-Agent LLM Grading for Vietnamese E-commerce Essays: A Cross-Model Study with Aggregation-Strategy Ablation
  2026 · AI Agent 生态 · Preprint / Under Review Note:This manuscript is currently under review for FISAT 2026. Abstract:Rubric-based grading keeps assessment fair but is hard to scale in large classrooms. We built an end-to-end agentic AI pipel…
• Foundations and Evolution of NLP: Concepts, Architectures, Techniques, Mathematical Principles and Emerging Paradigms
  2026 · AI Agent 生态 · \textbf{Background:}Natural Language Processing (NLP) has evolved from rule-based and statistical approaches to deep learning, transformer architectures, large language models, retrieval-augmented generation, semantic em…
• Foundations and Evolution of NLP: Concepts, Architectures, Techniques, Mathematical Principles and Emerging Paradigms
  2026 · AI Agent 生态 · \textbf{Background:}Natural Language Processing (NLP) has evolved from rule-based and statistical approaches to deep learning, transformer architectures, large language models, retrieval-augmented generation, semantic em…
• Autonomous Event Driven Multi Agent Orchestration for Enterprise AI at Scale
  2026 · AI Agent 生态 · Enterprise AI aims to move toward continuous event monitoring, detection, and action across specialist agents, yet existing multi-agent systems largely assume discrete request-response workflows and remain underexplored …
• Supplementary Materials for "A Validated Implementation Instance of Schema-Mediated Conversational and Agentic BPM with an MCP Mediation Layer, Generative AI, and Defense in Depth"
  2026 · AI Agent 生态 · Supplementary materials supporting the IEEE Access manuscript on a validated implementation instance of schema-mediated conversational and agentic AI-Augmented Business Process Management Systems (ABPMS), with an MCP med…
• Meteoroid: A Deterministic Topological Multi-Agent Orchestration Framework for Autonomous Backend Generation and Synthesis
  2026 · AI Agent 生态 · Meteoroid is a deterministic topological multi-agent orchestration framework for autonomous backend generation and synthesis. The system models backend development as a dependency-aware directed acyclic graph (DAG), enab…
• Meteoroid: A Deterministic Topological Multi-Agent Orchestration Framework for Autonomous Backend Generation and Synthesis
  2026 · AI Agent 生态 · Meteoroid is a deterministic topological multi-agent orchestration framework for autonomous backend generation and synthesis. The system models backend development as a dependency-aware directed acyclic graph (DAG), enab…
• Analysis of technical nonconformities in health systems with LLMs: an interdisciplinary scoping review protocol
  2026 · 医疗人工智能 · This scoping review protocol outlines a methodological approach to investigate how Artificial Intelligence (AI), particularly Large Language Models (LLMs), is employed to support regulatory compliance and software qualit…
• Analysis code, deployable pipeline, and aggregate results for a real-world quality-assurance audit of a challenge-winning intracranial aneurysm detection model
  2026 · 脑科学 · Supporting archive for a single-institution retrospective quality-assurance audit of the publicly released first-place entry of the 2025 RSNA Intracranial Aneurysm Detection AI Challenge, applied to 6,592 consecutive bra…
• Analysis code, deployable pipeline, and aggregate results for a real-world quality-assurance audit of a challenge-winning intracranial aneurysm detection model
  2026 · 脑科学 · Supporting archive for a single-institution retrospective quality-assurance audit of the publicly released first-place entry of the 2025 RSNA Intracranial Aneurysm Detection AI Challenge, applied to 6,592 consecutive bra…
• Analysis code, deployable pipeline, and aggregate results for a real-world quality-assurance audit of a challenge-winning intracranial aneurysm detection model
  2026 · 脑科学 · Supporting archive for a single-institution retrospective quality-assurance audit of the publicly released first-place entry of the 2025 RSNA Intracranial Aneurysm Detection AI Challenge, applied to 6,592 consecutive bra…
• LLM Integrated Tower Building with Reachy
  2026 · 具身智能 · Human-robot interaction has evolved from side-by-side operation toward more collaborative human-robot teams, making natural communication increasingly important. This demo presents a system that augments the humanoid rob…
• AgenticGenomics: pharmacogenomics benchmark dataset for "Trustworthy agentic genomics through versioned skill libraries" (five-condition, 44,550 evaluations)
  2026 · 基因技术工具 · Benchmark dataset for Corpas et al. (2026), "Trustworthy agentic genomics through versioned skill libraries: deterministic, auditable pharmacogenomics across nine models" (under revision at Cell Genomics; CELL-GENOMICS-D…
• AgenticGenomics: pharmacogenomics benchmark dataset for 'Validated skills are necessary but not sufficient for trustworthy agentic genomics'
  2026 · 基因技术工具 · Benchmark dataset for Corpas et al. (2026), "Trustworthy agentic genomics requires validated skills, not better models" (under revision at Cell Genomics; CELL-GENOMICS-D-26-00551). Design. The synchronized package contai…
• AgenticGenomics: pharmacogenomics benchmark dataset for 'Validated skills are necessary but not sufficient for trustworthy agentic genomics'
  2026 · 基因技术工具 · Benchmark dataset for Corpas et al. (2026), "Validated skills are necessary but not sufficient for trustworthy agentic genomics" (under revision at Cell Genomics; CELL-GENOMICS-D-26-00551). Design. The package contains t…
• AgenticGenomics: pharmacogenomics benchmark dataset for "Executable skills localise LLM errors to input interpretation in agent-mediated pharmacogenomics" (five-condition factorial, real-genome and input-normalisation arms)
  2026 · 基因技术工具 · Benchmark dataset for Corpas et al. (2026), "Trustworthy agentic genomics through versioned skill libraries: deterministic, auditable pharmacogenomics across nine models" (under revision at Cell Genomics; CELL-GENOMICS-D…
• A Systematic Review of AIoT and Large Language Model Applications in Smart Urban Transport
  2026 · 低空经济 · A Systematic Review of AIoT and Large Language Model Applications in Smart Urban Transport Hooman Ahmadi1, Azita Shirazipour2, Seyed Javad Mirabedini3 1- Bachelor Student of Computer Engineering, Software Engineering, De…
• A Systematic Review of AIoT and Large Language Model Applications in Smart Urban Transport
  2026 · 低空经济 · A Systematic Review of AIoT and Large Language Model Applications in Smart Urban Transport Hooman Ahmadi1, Azita Shirazipour2, Seyed Javad Mirabedini3 1- Bachelor Student of Computer Engineering, Software Engineering, De…
• RenewableXAI: Model-Exact Explanation Stability for Renewable Energy Forecasting – Software and Evaluation Artifact
  2026 · 新能源 · RenewableXAI is a fully implemented system for interactive inspection of renewable-energy forecasting models. The system combines semantically grouped TreeSHAP explanations, model-exact one-feature explanation-stability …
• RenewableXAI: Model-Exact Explanation Stability for Renewable Energy Forecasting – Software and Evaluation Artifact
  2026 · 新能源 · RenewableXAI is a fully implemented system for interactive inspection of renewable-energy forecasting models. The system combines semantically grouped TreeSHAP explanations, model-exact one-feature explanation-stability …
• From Now On, Any AI Can Train on Everything and Memorize Nothing
  2026 · 隐私计算与数据要素 · We present Y.I.N.-LLM, a privacy-preserving training architecture for Large Language Models that mathematically guarantees non-memorization of training data. The core innovation is the mandatory DP→ZK→HE ordering (Differ…
• Dataset for Syndrome Manifestation Recognition and Multidimensional Evaluation under Pathogenesis Reasoning Chain-of-Thought Supervision
  2026 · 中医药工具 · This dataset was constructed for syndrome manifestation recognition in traditional Chinese medicine (TCM) under the framework of pathogenesis reasoning chain-of-thought (PR-CoT) supervision. It includes structured clinic…
• Can We Trust AI Agents? - Supplementary Material
  2025 · AI Agent 生态 · This is the supplementary material for the paper "Can We Trust AI Agents? A Case Study of an LLM-Based Multi-Agent System for Ethical AI", published in the Proceedings of the 8th Conference on Technology Ethics (TETHICS …
• Can We Trust AI Agents? - Supplementary Material
  2025 · AI Agent 生态 · This is the supplementary material for the paper "Can We Trust AI Agents? A Case Study of an LLM-Based Multi-Agent System for Ethical AI", published in the Proceedings of the 8th Conference on Technology Ethics (TETHICS …
• Insights and Inputs: Analyzing ChatGPT Prompt Design by Future Physician
  2025 · 医疗人工智能 · As artificial intelligence (AI) becomes increasingly integrated into healthcare, effective prompting has emerged as a key factor in optimizing large language model (LLM) performance. While strategies such as chain-of-tho…
• Artificial intelligence in healthcare: applications, challenges, and future directions. A narrative review informed by international, multidisciplinary expertise.
  2025 · 基因技术工具 · Objectives This narrative review evaluates the role of artificial intelligence (AI) in healthcare, summarizing its historical evolution, current applications across medical and surgical specialties, and implications for …
• Do Multimodal Large Language Models show evidence of embodied simulation?
  2023 · 具身智能 · Embodied theories of human language comprehension argue that comprehenders understand language---in part---by simulating the sensorimotor experiences that language describes (Bergen, 2012). A common paradigm used to prov…
• When Abstraction Becomes Indirection
  2026 · AI Agent 生态 · Programs are full of layers made for human readers: frameworks, class hierarchies, syntactic sugar. We ask whether code written with AI agents still needs them. Before an agent can change code safely it must read everyth…
• When Abstraction Becomes Indirection
  2026 · AI Agent 生态 · Programs are full of layers made for human readers: frameworks, class hierarchies, syntactic sugar. We ask whether code written with AI agents still needs them. Before an agent can change code safely it must read everyth…
• AI Governance & QA Integration Framework. Integrated Framework for Compliance, QA Software, ISO Standards, AI Governance and LLM-based AI Agents
  2026 · AI Agent 生态 · Abstract The AI Governance and QA Integration Framework (AGQIF) is a comprehensive, enterprise-grade reference architecture for the responsible deployment, governance, monitoring, and quality assurance of Artificial Inte…
• AI Governance & QA Integration Framework. Integrated Framework for Compliance, QA Software, ISO Standards, AI Governance and LLM-based AI Agents
  2026 · AI Agent 生态 · Abstract The AI Governance and QA Integration Framework (AGQIF) is a comprehensive, enterprise-grade reference architecture for the responsible deployment, governance, monitoring, and quality assurance of Artificial Inte…
• From Retrieval-Augmented Generation to Agentic AI : A Longitudinal Bibliometric and Thematic Mapping of Autonomous Knowledge- Driven AI Systems (2020-2026)
  2026 · AI Agent 生态 · Retrieval-Augmented Generation (RAG) has moved rapidly from a retrieval–generation architecture for grounding language models toward adaptive, tool-using and increasingly autonomous systems. This study quantifies that tr…
• From Retrieval-Augmented Generation to Agentic AI : A Longitudinal Bibliometric and Thematic Mapping of Autonomous Knowledge- Driven AI Systems (2020-2026)
  2026 · AI Agent 生态 · Retrieval-Augmented Generation (RAG) has moved rapidly from a retrieval–generation architecture for grounding language models toward adaptive, tool-using and increasingly autonomous systems. This study quantifies that tr…
• Awesome Agentic Use Cases: verified agentic AI use cases with evals, measured cost, and observed failure modes
  2026 · AI Agent 生态 · An open evidence lab for agentic AI: 71 production-shaped use cases across 62 industries, 202 committed model evaluations, 16,278 scenario trials, and 278 observed failure modes. Every lab ships seeded synthetic scenario…
• Awesome Agentic Use Cases: verified agentic AI use cases with evals, measured cost, and observed failure modes
  2026 · AI Agent 生态 · An open evidence lab for agentic AI: 71 production-shaped use cases across 62 industries, 202 committed model evaluations, 16,278 scenario trials, and 278 observed failure modes. Every lab ships seeded synthetic scenario…
• A Pattern Language for Production LLM Platforms: Governed Routing, Agent Orchestration, and AI-Native Delivery
  2026 · AI Agent 生态 · A production platform built on large language models makes two kinds of decision, and most of its trouble comes from writing both into one clause. An optimization decision improves an objective: lower latency, lower cost…
• A Pattern Language for Production LLM Platforms: Governed Routing, Agent Orchestration, and AI-Native Delivery
  2026 · AI Agent 生态 · A production platform built on large language models makes two kinds of decision, and most of its trouble comes from writing both into one clause. An optimization decision improves an objective: lower latency, lower cost…
• Autonomous Development Skills Suite: The Memory Model for AI Agents
  2026 · AI Agent 生态 · Autonomous Development Skills Suite AI agents forget everything between sessions — and many things within a session. No memory of what was tried. No memory of why a decision was made. No memory of where you were heading.…
• When Fitness Betrays Truth: Cognitive Maladaptation and the Transhumanist Imperative
  2026 · AI Agent 生态 · Note: this paper cross-references the author's Ontological Containment series; that term denotes a compression phenomenon in AI-to-human information transfer (see Vieth, 2026a for full definition) — unrelated to uses of …
• When Fitness Betrays Truth: Cognitive Maladaptation and the Transhumanist Imperative
  2026 · AI Agent 生态 · Note: this paper cross-references the author's Ontological Containment series; that term denotes a compression phenomenon in AI-to-human information transfer (see Vieth, 2026a for full definition) — unrelated to uses of …
• A Pattern Language for Production LLM Platforms: Governed Routing, Agent Orchestration, and AI-Native Delivery
  2026 · AI Agent 生态 · A production platform built on large language models makes two kinds of decision, and most of its trouble comes from writing both into one clause. An optimization decision improves an objective: lower latency, lower cost…
• AI knows your brand, not what you do: an 800-domain dataset of AI search citation, AI crawler blocking, and llms.txt adoption
  2026 · AI Agent 生态 · Erratum, 2026-08-29. The column ai_bots_blocked in study-800.csv includes the token Googlebot-Extended. That token does not exist. Google publishes Google-Extended as the robots.txt user-agent for its AI opt-out, so no s…
• AI knows your brand, not what you do: an 800-domain dataset of AI search citation, AI crawler blocking, and llms.txt adoption
  2026 · AI Agent 生态 · Erratum, 2026-08-29. The column ai_bots_blocked in study-800.csv includes the token Googlebot-Extended. That token does not exist. Google publishes Google-Extended as the robots.txt user-agent for its AI opt-out, so no s…
• AI-Assisted Engineering Process Specification
  2026 · AI Agent 生态 · AI-Assisted Engineering Process (AIEP) v0.2.0 is a public pre-pilot engineering process specification for the controlled use of large language model (LLM) reasoning assistants and coding agents in engineering work. AIEP …
• AI-Assisted Engineering Process Specification
  2026 · AI Agent 生态 · AI-Assisted Engineering Process (AIEP) v0.2.0 is a public pre-pilot engineering process specification for the controlled use of large language model (LLM) reasoning assistants and coding agents in engineering work. AIEP …
• A Verification Protocol for AI-Assisted Independent Research: Failure Modes and Reproducible Controls from a Single-Author Corpus
  2026 · AI Agent 生态 · Large language models (LLMs) allow a single investigator to produce technical manuscripts at a rate and surface polish far exceeding their unaided capacity to verify the content. That polish is the hazard: model output i…
• A Verification Protocol for AI-Assisted Independent Research: Failure Modes and Reproducible Controls from a Single-Author Corpus
  2026 · AI Agent 生态 · Large language models (LLMs) allow a single investigator to produce technical manuscripts at a rate and surface polish far exceeding their unaided capacity to verify the content. That polish is the hazard: model output i…
• UrduGuard: Benchmarking and Detecting Urdu-Language Jailbreak and Prompt-Injection Attacks in Multi-Agent LLM Systems
  2026 · AI Agent 生态 · Jailbreak and prompt-injection defenses for large language models (LLMs) are trained and evaluated almost exclusively on English text, and recent work has shown that this leaves models vulnerable to the same attacks once…
• UrduGuard: Benchmarking and Detecting Urdu-Language Jailbreak and Prompt-Injection Attacks in Multi-Agent LLM Systems
  2026 · AI Agent 生态 · Jailbreak and prompt-injection defenses for large language models (LLMs) are trained and evaluated almost exclusively on English text, and recent work has shown that this leaves models vulnerable to the same attacks once…
• Experimental Results of Task-Level CoA Planning
  2026 · AI Agent 生态 · The research was conducted based on the "Lingyi" joint operations intelligent simulation system developed by the National University of Defense Technology. This simulation system is a real-time joint operations wargaming…

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