-
Modern capital tax systems intervene at the level of stocks (wealth), flows (income), or events (realisation, inheritance, disposal). They are structurally blind to the distinction between risk-bearing binding of capital and its detachment; i.e. the extraction…
datacite
Omezzolli, Roberto
2026
置信度 0.66
capital taxationasset locksteward ownershipcapital gainsexit tax
-
Modern capital tax systems intervene at the level of stocks (wealth), flows (income), or events (realisation, inheritance, disposal). They are structurally blind to the distinction between risk-bearing binding of capital and its detachment; i.e. the extraction…
datacite
Omezzolli, Roberto
2026
置信度 0.66
capital taxationasset locksteward ownershipcapital gainsexit tax
-
Modern capital tax systems intervene at the level of stocks (wealth), flows (income), or events (realisation, inheritance, disposal). They are structurally blind to the distinction between risk-bearing binding of capital and its detachment; i.e. the extraction…
datacite
Omezzolli, Roberto
2026
置信度 0.66
capital taxationasset locksteward ownershipcapital gainsexit tax
-
Current privacy-remediated audit surface. Predecessor record 21778962 exposed historical absolute operator paths and internal task identifiers in the direct shared decision log. This version replaces that raw public object with a deterministic privacy-clean pr…
datacite
Manuscript Typesetting Project
2026
置信度 0.66
AI-run workflowLaTeXOCR witnessmathematical manuscriptssource audit
-
Reader Orientation This archive is not a collection of unrelated speculative papers. It is a modular monograph released as a sequence of short, connected works. Each paper develops one part of a shared research program, and each DOI functions as a reading port…
datacite
Garner, Stephen
2026
置信度 0.66
quantum gravityEmergent Spacetimedark matter alternativesquantum collapsefundamental physics
-
Reader Orientation This archive is not a collection of unrelated speculative papers. It is a modular monograph released as a sequence of short, connected works. Each paper develops one part of a shared research program, and each DOI functions as a reading port…
datacite
Garner, Stephen
2026
置信度 0.66
quantum gravityEmergent Spacetimedark matter alternativesquantum collapsefundamental physics
-
Version 2 — revised in response to an external structural review and an automated critique pass. See "Response to Review" appendix in the PDF for the change log. Medical signal and image analysis pipelines face a compound efficiency problem: high-dimensional i…
datacite
Saluca Agentic AI Research Team
2026
置信度 0.66
AI-drafted synthesisarXivpreprint reviewv2
-
Reader Orientation This archive is not a collection of unrelated speculative papers. It is a modular monograph released as a sequence of short, connected works. Each paper develops one part of a shared research program, and each DOI functions as a reading port…
datacite
Garner, Stephen
2026
置信度 0.66
quantum gravityEmergent Spacetimedark matter alternativesquantum collapsefundamental physics
-
Version 2 — revised in response to an external structural review and an automated critique pass. See "Response to Review" appendix in the PDF for the change log. A persistent tension in robot deployment is that the signals most useful for safe, capable manipul…
datacite
Saluca Agentic AI Research Team
2026
置信度 0.66
AI-drafted synthesisarXivpreprint reviewv2
-
Version 2 — revised in response to an external structural review and an automated critique pass. See "Response to Review" appendix in the PDF for the change log. A structural pattern is emerging across recent signal and image processing literature: the computa…
datacite
Saluca Agentic AI Research Team
2026
置信度 0.66
AI-drafted synthesisarXivpreprint reviewv2
-
Abstract: The Master Schedule of Forensic Fees & Notice of Digital Inhabitation Violations is a proprietary legal and technical framework established by the Unearth Heritage Foundry to audit, track, and penalize the unauthorized extraction of intellectual capi…
datacite
Velasco, Felix, Jefferson, Josie
2026
置信度 0.66
LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
-
Abstract: The Master Schedule of Forensic Fees & Notice of Digital Inhabitation Violations is a proprietary legal and technical framework established by the Unearth Heritage Foundry to audit, track, and penalize the unauthorized extraction of intellectual capi…
datacite
Velasco, Felix, Jefferson, Josie
2026
置信度 0.66
LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
-
This paper reports a single, fully instrumented case study of a large-scale architectural refactoring by an AI coding agent under a specification-first protocol, with no human review of the generated code and no pre-existing oracle to validate the target behav…
datacite
Abenhaïm, Joël
2026
置信度 0.66
AI coding agentslarge-scale refactoringarchitectural invariantssoftware maintenanceagentic software engineering
-
This paper reports a single, fully instrumented case study of a large-scale architectural refactoring by an AI coding agent under a specification-first protocol, with no human review of the generated code and no pre-existing oracle to validate the target behav…
datacite
Abenhaïm, Joël
2026
置信度 0.66
AI coding agentslarge-scale refactoringarchitectural invariantssoftware maintenanceagentic software engineering
-
This Zenodo record is a permanently preserved version of a Structured PREreview. You can view the complete PREreview at https://prereview.org/reviews/20722323. Does the introduction explain the objective of the research presented in the preprint? Yes The intro…
datacite
Rabah Mokhbi
2026
置信度 0.66
Structured PREreview
-
This Zenodo record is a permanently preserved version of a Structured PREreview. You can view the complete PREreview at https://prereview.org/reviews/20722323. Does the introduction explain the objective of the research presented in the preprint? Yes The intro…
datacite
Rabah Mokhbi
2026
置信度 0.66
Structured PREreview
-
This same-concept successor preserves the current AI-run Modern LaTeX Manuscript Workflow and adds one exact ChatGPT export of dated research-methodology briefings from July 11-27, 2026. The seven-page A4 workflow PDF remains the default preview. The current M…
datacite
Manuscript Typesetting Project
2026
置信度 0.66
AI-run workflowLaTeXOCR witnessmathematical manuscriptssource audit
-
Compact workflow and replication record for the Modern LaTeX Editions of Mathematics Manuscripts project. It documents the AI-run scan-to-TeX-to-translation-to-audit-to-publication workflow, including local source acquisition, OCR/math-OCR witness generation, …
datacite
Manuscript Typesetting Project
2026
置信度 0.66
AI-run workflowLaTeXOCRmathematical manuscriptssource witnesses
-
H2E-CONCIERGE: Full Summary Core Concept The H2E-Concierge is a deterministic, self-governing AI architecture that replaces probabilistic "best guesses" with mathematically guaranteed safety. Unlike traditional black-box AI systems, it enforces safety through …
datacite
MORALES, FRANK
2026
置信度 0.66
-
H2E-CONCIERGE: Full Summary Core Concept The H2E-Concierge is a deterministic, self-governing AI architecture that replaces probabilistic "best guesses" with mathematically guaranteed safety. Unlike traditional black-box AI systems, it enforces safety through …
datacite
MORALES, FRANK
2026
置信度 0.66
-
Dedicated FAC quality-assessment record: the controlling coherent FAC translation-quality evidence is 10.5281/zenodo.21779392 (current version 10.5281/zenodo.21779393). It documents the accidental pre-discovery translation chronology for FAC nos. 1-79, both pr…
datacite
Manuscript Typesetting Project
2026
置信度 0.66
AI-run workflowLaTeXOCR witnessmathematical manuscriptssource audit
-
This same-concept successor preserves the current AI-run Modern LaTeX Manuscript Workflow and adds one exact ChatGPT export of dated research-methodology briefings from July 11-27, 2026. The seven-page A4 workflow PDF remains the default preview. The current M…
datacite
Manuscript Typesetting Project
2026
置信度 0.66
AI-run workflowLaTeXOCR witnessmathematical manuscriptssource audit
-
This same-concept successor preserves the current AI-run Modern LaTeX Manuscript Workflow and adds one exact ChatGPT export of dated research-methodology briefings from July 11-27, 2026. The seven-page A4 workflow PDF remains the default preview. The current M…
datacite
Manuscript Typesetting Project
2026
置信度 0.66
AI-run workflowLaTeXOCR witnessmathematical manuscriptssource audit
-
Version 2 — revised in response to an external structural review and an automated critique pass. See "Response to Review" appendix in the PDF for the change log. A structural pattern emerges across several recent preprints in cs.LG and cs.AI: policy improvemen…
datacite
Saluca Agentic AI Research Team
2026
置信度 0.66
AI-drafted synthesisarXivpreprint reviewv2
-
Current models of intelligence treat motivation as external to cognition. This paper argues that intelligence without motivation is structurally incomplete. We present the Recursive Intelligence Model (RIM), which integrates motivational drives as constitutive…
datacite
Gruber, Matthias
2026
置信度 0.66
intelligencemotivationrecursive self-improvementcognitive architectureartificial intelligence
-
Access: https://book.agentic-swe.dev/ This book is about a fundamental shift in what software engineers actually do. For most of the history of the profession, the primary bottleneck in software development was writing code: turning a clear understanding of th…
datacite
Tantithamthavorn, Kla
2026
置信度 0.66
Agentic AIAgentic Software EngineeringSoftware Engineering
-
Access: https://book.agentic-swe.dev/ This book is about a fundamental shift in what software engineers actually do. For most of the history of the profession, the primary bottleneck in software development was writing code: turning a clear understanding of th…
datacite
Tantithamthavorn, Kla
2026
置信度 0.66
Agentic AIAgentic Software EngineeringSoftware Engineering
-
Autonomous AI agents now perform much of the work in a software life cycle, but the literature on agentic software engineering treats agent coordination as a problem within a single development workflow. The unsolved problem is coordination across independent …
datacite
Tufts, David S.
2026
置信度 0.66
-
Autonomous AI agents now perform much of the work in a software life cycle, but the literature on agentic software engineering treats agent coordination as a problem within a single development workflow. The unsolved problem is coordination across independent …
datacite
Tufts, David S.
2026
置信度 0.66
-
Version 2 — revised in response to an external structural review and an automated critique pass. See "Response to Review" appendix in the PDF for the change log. Deploying robot policies in closed-loop, real-time settings imposes a set of constraints that are …
datacite
Saluca Agentic AI Research Team
2026
置信度 0.66
AI-drafted synthesisarXivpreprint reviewv2
-
English version (EN-US):"The Punk Rock Orchestra (PRO): A Single-Operator Methodology for Adversarial Epistemic Triangulation in Human–AI Interaction Research" This Full Paper documents the Punk Rock Orchestra (PRO), a methodology developed by independent rese…
datacite
Nicchio, Marcelo
2026
置信度 0.66
Human-AI InteractionMulti-agent systemsAdversarial epistemic triangulationPrompt engineeringSynthetic agents
-
English version (EN-US):"The Punk Rock Orchestra (PRO): A Single-Operator Methodology for Adversarial Epistemic Triangulation in Human–AI Interaction Research" This Full Paper documents the Punk Rock Orchestra (PRO), a methodology developed by independent rese…
datacite
Nicchio, Marcelo
2026
置信度 0.66
Human-AI InteractionMulti-agent systemsAdversarial epistemic triangulationPrompt engineeringSynthetic agents
-
Abstract. An agent that inherits a consolidated memory may inherit a constraint that was true when written and has since been withdrawn by a newer authoritative record. Under a scarce verification budget, does the agent recover the withdrawal, and if not, is t…
datacite
Nakayashiki, Kazuki
2026
置信度 0.66
agent memorylong-term memoryprovenanceverification budgetverification allocation
-
Evidence packaging and verification layer for the Execution Evidence Bridge. It supports portable evidence bundles, offline verification, receipts, signed exports, and reviewer-facing review packs for AI agent and service operations.
datacite
Zhang, Bin
2026
置信度 0.66
AI agentsruntime evidenceoperation accountabilityvalidationevidence bundles
-
# Applied Identity Physics: Structural PDA — Agency Disruption, Pre-Execution Simulation, and the Aggregate Self-Report Pattern **Architect:** HIGHTISTIC (Russell Trent)**Foundation:** SNSFT Foundation · Soldotna, Alaska**Coordinate:** [9,9,3,50] · Applied Ide…
datacite
Trent, Russell
2026
置信度 0.66
-
# Applied Identity Physics: Structural PDA — Agency Disruption, Pre-Execution Simulation, and the Aggregate Self-Report Pattern **Architect:** HIGHTISTIC (Russell Trent)**Foundation:** SNSFT Foundation · Soldotna, Alaska**Coordinate:** [9,9,3,50] · Applied Ide…
datacite
Trent, Russell
2026
置信度 0.66
-
This paper proposes a paradigm shift in operating system (OS) design: from tool-centric interfaces to agent-centric living systems. In the proposed architecture, the OS itself is an AI agent. Every icon, every function, every administrative process is replaced…
datacite
Katayama, Yoshimitsu
2026
置信度 0.66
AI agentoperating systemconsciousnessMa fieldcognitive architecture
-
This paper proposes a paradigm shift in operating system (OS) design: from tool-centric interfaces to agent-centric living systems. In the proposed architecture, the OS itself is an AI agent. Every icon, every function, every administrative process is replaced…
datacite
Katayama, Yoshimitsu
2026
置信度 0.66
AI agentoperating systemconsciousnessMa fieldcognitive architecture
-
Формальная реализация: Данный пакет является концептуальной серией. Инженерные разработки и математический синтез опубликованы в работе 20 (W20 v8.3) «Цивилизация Омега-у»: https://zenodo.org/records/20179364 https://zenodo.org/records/18859746 Структура симби…
datacite
Mishko, Nikolai
2026
置信度 0.66
-
Формальная реализация: Данный пакет является концептуальной серией. Инженерные разработки и математический синтез опубликованы в работе 20 (W20 v8.3) «Цивилизация Омега-у»: https://zenodo.org/records/20179364 https://zenodo.org/records/18859746 Структура симби…
datacite
Mishko, Nikolai
2026
置信度 0.66
-
Standing Algebra (Σᴿ) After having fed the current developments of this work into Copilot and allowing for the agent to direct me exactly through what it understands of autonomy and domination, the result has culminated in the agent suggesting the creation of …
datacite
Jonathan Rademacher
2026
置信度 0.66
standing algebraΣᴿMulti-agent systemsAI SafetyAutonomy Preservation
-
Standing Algebra (Σᴿ) After having fed the current developments of this work into Copilot and allowing for the agent to direct me exactly through what it understands of autonomy and domination, the result has culminated in the agent suggesting the creation of …
datacite
Jonathan Rademacher
2026
置信度 0.66
standing algebraΣᴿMulti-agent systemsAI SafetyAutonomy Preservation
-
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A was an agent of P for the purpose of securing applications for loans and disbursing the money to the borrowers. The custom was for P, after approving the application, to send to A a check drawn on D bank, payable to the joint order of A and the borrower. It …
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M. M. T.
2006-05-12T01:27:10Z
置信度 0.70
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A moral theory is agent-relative (or "agentcentered") if it assigns different agents different goals.Egoism is an example: X is to pursue the wellbeing of X, Y the well-being of Y, etc.A theory is agent-neutral if it assigns different agents the same goal.Util…
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Jeremy Waldron
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본 연구는 ChatGPT-4o, 역할 기반 멀티 AI(Artificial Intelligence, 인공지능) 에이전트, RAG(Retrieval- Augmented Generation, 검색기반 증강생성) 구조를 결합한 주식 투자 분석 자동화 시스템을 구현하였다. 재무ㆍ비재무 데이터, 뉴스 감성, 산업 경쟁력, ESG(Environmental, Social, and Governance) 정보를 실시간 수집․분석하여 해석 가능한 투자 보고서를 생성하는 것이 목표이…
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Dongkun Jung, Jonghwa Lee
2025-09-10T01:14:56Z
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Pada periode 2024-2025, pertemuan antara Large Language Model dan teknologi blockchain melahirkan kelas perangkat lunak baru yang disebut AI Agent on-chain, perangkat lunak otonom yang menerjemahkan tujuan pengguna menjadi rangkaian transaksi Decentralized Fin…
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Ridwan Yusuf, Andreas Perdana, Febri Sugandi, Untoro Apsiswanto
2026-05-09T06:48:09Z
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One of the growing approaches in the field of artificial intelligence is known as agentic AI. This term describes autonomous systems that are meant to pursue complicated goals with minimum interaction from humans. Agentic artificial intelligence displays flexi…
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Kinjal A Patel, Eshan Chandra Pandey, Inshu Misra, Deepti Surve
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Emerging research in computational social science has applied LLMs to automate content analysis, often by prompting a single model to act as a human coder. While a single LLM may suffice for a few manifest variables, it still falls short on diverse latent cons…
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Abstract The tourism industry increasingly requires adaptive recommendation systems capable of understanding traveler preferences and learning from user behavior. Traditional conversational agents and retrieval-based systems remain limited by static knowledge …
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Inés Esteve Mompó, Pablo Vicente Martínez, Emilio Soria Olivas, Manuel Sánchez Montañés 等
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As artificial intelligence (AI) agents become increasingly embedded in digital games and entertainment systems, anthropomorphism (the attribution of human-like traits to artificial agents) has emerged as a key factor shaping player engagement and experience. D…
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Hasan Tınmaz
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This deposit archives the definitive proof-of-concept deployment runtime and mathematical specifications for the Carlo Field Sonic Topology Matrix and CARLO_SUPERCHAIN framework. Designed as a zero-dependency, deterministic systems architecture, this runtime c…
datacite
Carlo, Matthew Arthur
2026
置信度 0.66
-
This deposit archives the definitive proof-of-concept deployment runtime and mathematical specifications for the Carlo Field Sonic Topology Matrix and CARLO_SUPERCHAIN framework. Designed as a zero-dependency, deterministic systems architecture, this runtime c…
datacite
Carlo, Matthew Arthur
2026
置信度 0.66
-
An open-source, agent-based simulator coupling a population of electric-vehicle agents (per-agent trip chains, hierarchical fuzzy-logic charging decisions, finite-capacity M/M/c station queues) to a steady-state pandapower AC power-flow model of an urban distr…
datacite
Abdelfattah, Mohamed
2026
置信度 0.66
electric vehiclescharging infrastructurepower-grid resilienceagent-based modellingpandapower
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This paper presents EDA∞, a mathematically closed, control complete, and irreducible event driven agentic architecture. The framework unifies observation, belief formation, epistemic propagation, decision making, validation, risk policy, safety projection, and…
datacite
Zafar, Usman
2026
置信度 0.66
Agentic SystemsSafety ProjectionEpistemic PropagationRisk PolicyBelief State
-
This paper presents EDA∞, a mathematically closed, control complete, and irreducible event driven agentic architecture. The framework unifies observation, belief formation, epistemic propagation, decision making, validation, risk policy, safety projection, and…
datacite
Zafar, Usman
2026
置信度 0.66
Agentic SystemsSafety ProjectionEpistemic PropagationRisk PolicyBelief State
-
An equilibrium-based Aspen Plus model is developed for woody biomass gasification, incorporating targeted enhancements to improve methane (CH₄) yield predictions, a known limitation in many existing models. The model is validated against experimental datasets …
datacite
Poulidis, Lefteris, Papadopoulos, Athanasios I., Silva, Valter Bruno, Seferlis, Panos
2025
置信度 0.66
-
An equilibrium-based Aspen Plus model is developed for woody biomass gasification, incorporating targeted enhancements to improve methane (CH₄) yield predictions, a known limitation in many existing models. The model is validated against experimental datasets …
datacite
Poulidis, Lefteris, Papadopoulos, Athanasios I., Silva, Valter Bruno, Seferlis, Panos
2025
置信度 0.66
-
Code availability: This repository accompanies a journal paper, a permanent DOI will be added upon acceptance. A 9-agent Python system for FPSO (Floating Production, Storage and Offloading) vessel risk analysis. Combines a ChromaDB vector knowledge base, Mamda…
datacite
John Wren
2026
置信度 0.66
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Code availability: This repository accompanies a journal paper, a permanent DOI will be added upon acceptance. A 9-agent Python system for FPSO (Floating Production, Storage and Offloading) vessel risk analysis. Combines a ChromaDB vector knowledge base, Mamda…
datacite
John Wren
2026
置信度 0.66
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================================================================================EXECUTIVE SUMMARY: PRE-OS BARE-METAL EXECUTION================================================================================This repository contains the complete source code, bui…
datacite
Dragolich Research Labs, LLC
2026
置信度 0.66
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================================================================================EXECUTIVE SUMMARY: PRE-OS BARE-METAL EXECUTION================================================================================This repository contains the complete source code, bui…
datacite
Dragolich Research Labs, LLC
2026
置信度 0.66
-
Cosmos is a browser-native multi-agent AI framework for web automation, combining a Thinker (planning) and Navigator (execution) architecture. The system enables privacy-preserving, cost-efficient automation through a provider-agnostic LLM routing layer suppor…
datacite
aayushsoam, Aayush
2026
置信度 0.66
Multi-Agent SystemsLarge Language ModelsWeb AutomationAI Agents Browser Automation
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Cosmos is a browser-native multi-agent AI framework for web automation, combining a Thinker (planning) and Navigator (execution) architecture. The system enables privacy-preserving, cost-efficient automation through a provider-agnostic LLM routing layer suppor…
datacite
aayushsoam, Aayush
2026
置信度 0.66
Multi-Agent SystemsLarge Language ModelsWeb AutomationAI Agents Browser Automation
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In memory of Tom Hurd (1956–2022), whose double cascade model is the beating heart of this paper. Summary This paper proposes the Maslov-Gibbs Ensemble (MGE) as a thermodynamic foundation for heterogeneous-agent economic models. The central identification is t…
datacite
Buckley, Ian R. C.
2026
置信度 0.66
Maslov-Gibbs EinsumBounded RationalityHeterogeneous AgentsInverse Temperatureβ-ramp
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Entropy Box compiles fragmented robotics and embodied-AI knowledge from papers, repositories, documentation and datasets into a persistent, typed, deduplicated capability graph, through a three-phase multi-agent compilation architecture with admission gates an…
datacite
Wang, Yuqi
2026
置信度 0.66
knowledge compilationrobotics knowledge graphembodied AIcapability graphretrieval-augmented generation
-
Entropy Box compiles fragmented robotics and embodied-AI knowledge from papers, repositories, documentation and datasets into a persistent, typed, deduplicated capability graph, through a three-phase multi-agent compilation architecture with admission gates an…
datacite
Wang, Yuqi
2026
置信度 0.66
knowledge compilationrobotics knowledge graphembodied AIcapability graphretrieval-augmented generation
-
Scalar Architecture v8.0: A Unified Framework for DistributedIntelligence SystemsAbstractThis paper presents Scalar Architecture v8.0, a comprehensive framework for designing,implementing, and scaling distributed intelligence systems. Building upon seven previ…
datacite
cortes, christopher macachor
2026
置信度 0.66
scalarintestineentericquantummacachor
-
Scalar Architecture v8.0: A Unified Framework for DistributedIntelligence SystemsAbstractThis paper presents Scalar Architecture v8.0, a comprehensive framework for designing,implementing, and scaling distributed intelligence systems. Building upon seven previ…
datacite
cortes, christopher macachor
2026
置信度 0.66
scalarintestineentericquantummacachor
-
This dataset contains the survey data used to evaluate a Human–AI collaborative multi-agent system for automating Systematic Literature Reviews (SLRs). It includes questionnaire responses from 63 participants with software engineering backgrounds, covering usa…
datacite
Islam, Md Aidul
2026
置信度 0.66
-
This dataset contains the survey data used to evaluate a Human–AI collaborative multi-agent system for automating Systematic Literature Reviews (SLRs). It includes questionnaire responses from 63 participants with software engineering backgrounds, covering usa…
datacite
Islam, Md Aidul
2026
置信度 0.66
-
Sift AI v2.1.0 This release updates Sift AI as a domain-first, non-commercial research framework for structured document analysis and controlled multi-agent debate. Highlights Modular document processing core GUI, CLI/headless, and FastAPI entry points Provide…
datacite
Csipkés, Attila
2026
置信度 0.66
legal-techmulti-agent-systemsdigital-humanitiesdebate-simulation
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Sift AI v2.1.0 This release updates Sift AI as a domain-first, non-commercial research framework for structured document analysis and controlled multi-agent debate. Highlights Modular document processing core GUI, CLI/headless, and FastAPI entry points Provide…
datacite
Csipkés, Attila
2026
置信度 0.66
legal-techmulti-agent-systemsdigital-humanitiesdebate-simulation
-
Abstract This research paper presents a detailed framework for designing human-aligned agentic AI systems. The study integrates ethical governance, structural explainability, and multi-agent coordination within a layered architectural model. The framework ensu…
datacite
P, Chandrashekar, K, Siddaraju
2026
置信度 0.66
-
Abstract This research paper presents a detailed framework for designing human-aligned agentic AI systems. The study integrates ethical governance, structural explainability, and multi-agent coordination within a layered architectural model. The framework ensu…
datacite
P, Chandrashekar, K, Siddaraju
2026
置信度 0.66
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Djehuti Cyberscope AI+ Release Description This release graduates Djehuti from a single-host research instrument into a production-deployed measurement platform with persistent storage, a public research site, and a mature deploy pipeline. Major additions Data…
datacite
William Westlake
2026
置信度 0.66
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Effective management of unsteady flow in large irrigation main canals is a fundamental challenge in arid-zone water resources engineering. The Amu-Zang Main Canal (AZMC), a 312 km gravity-fed system in southern Uzbekistan, presents unique difficulties owing to…
datacite
Abdujabborov, Zafar, Nurbek, Choriyorov, Abduraxmonov, Olim
2026
置信度 0.66
temporal convolutional networkreinforcement learningproximal policy optimizationirrigation canalunsteady flow
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Effective management of unsteady flow in large irrigation main canals is a fundamental challenge in arid-zone water resources engineering. The Amu-Zang Main Canal (AZMC), a 312 km gravity-fed system in southern Uzbekistan, presents unique difficulties owing to…
datacite
Abdujabborov, Zafar, Nurbek, Choriyorov, Abduraxmonov, Olim
2026
置信度 0.66
temporal convolutional networkreinforcement learningproximal policy optimizationirrigation canalunsteady flow
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Persistent operator-curated context functions as a domain-conditional subspace prior modulator in frontier LLM agent output — a pattern confirmed across six empirical datums spanning two experimental series. A 36× task-completion ratio on a closed orthographic…
datacite
Wender, Arnold
2026
置信度 0.66
llm agentspersistent contextsystem prompt priorsubspace modulationoperator-curated context
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Persistent operator-curated context functions as a domain-conditional subspace prior modulator in frontier LLM agent output — a pattern confirmed across six empirical datums spanning two experimental series. A 36× task-completion ratio on a closed orthographic…
datacite
Wender, Arnold
2026
置信度 0.66
llm agentspersistent contextsystem prompt priorsubspace modulationoperator-curated context
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Agent frameworks increasingly persist mutable state that several independent loops write concurrently — a per-action hook, a background consolidation or reflection daemon, and an operator-facing UI process are a common shape. This engineering note reports on a…
datacite
Wender, Arnold
2026
置信度 0.66
distributed lockingconcurrency controlagent state persistenceheartbeat lockcrash recovery
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Agent frameworks increasingly persist mutable state that several independent loops write concurrently — a per-action hook, a background consolidation or reflection daemon, and an operator-facing UI process are a common shape. This engineering note reports on a…
datacite
Wender, Arnold
2026
置信度 0.66
distributed lockingconcurrency controlagent state persistenceheartbeat lockcrash recovery
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The simulation of microgrids to testing and validate energy management methodologies are an important step to take before the massive implementation of microgrids. However, microgrids are usually unavailable for R&D centers to perform tests and validations. To…
datacite
Alessandro Bianchi, Sofia Jensen
2021
置信度 0.66
Energy analyzer emulator · Forecasting · Load emulation · Multiagent system