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Autonomous ‘agentic’ AI can cut time and costs in administrative and monitoring tasks across ageing health systems, but its value depends far more on payment rules, regulation and interoperable data than on algorithmic prowess; claims that agentic systems will materially ease ageing-driven fiscal strain remain unproven.
medium review_meta Summary openalex
Agentic AI for Ageing Healthcare Systems in Advanced Economies: A Structured Review of Evidence, Institutional Barriers, and a Sociotechnical Implementation Roadmap · Rachel Wei Gee Ooi, Baskar Periasamy · Mar 09, 2026
Faculty conversations on major higher-education Reddit forums show AI reshaping assessment, labor and governance rather than just adding a new tool; universities face a choice between surveillance-heavy enforcement and equity-focused pedagogical redesign, with important implications for workloads, credential value and student fairness.
low descriptive Summary openalex
A Critical AI Media Literacy Perspective on the Future of Higher Education with Artificial Intelligence Through Communities of Practice on Reddit · Olivia G. Stewart · Mar 09, 2026
Machine learning for workplace mental health is still mostly a lab exercise: researchers prioritize algorithmic novelty over domain-driven, causal, or deployment studies. Without interdisciplinary co‑design and randomized or quasi‑experimental evaluation linking predictions to wages, absenteeism and productivity, ML’s economic value for workplaces will remain unproven.
n/a review_meta Summary openalex
Machine learning in the analysis of mental health at work: a scoping review · Pekka Varje, Ari Väänänen, Olli Haavisto, Ilkka Kivimäki, Simo Taimela, Tiina Ka... · Mar 09, 2026
Construction supply-chain failures cluster by position: brokers bear relational and contract breakdowns while peripheral suppliers absorb external shocks; targeting predictive analytics at central coordinators and simple traceability tools at peripheral nodes maximises network resilience.
low descriptive Summary openalex
Social-Network Analytics of Construction Supply Chain · Mohammad Hossein Heydari, Alireza Shojaei, Philip Agee, Andrew P. McCoy · Mar 09, 2026
Code generators boost output far faster than review and testing can keep up, creating a subtle but systemic risk as developers implicitly accept plausible machine output under time pressure; the Overton Framework prescribes built-in 'cognitive interlocks'—mandatory proof artifacts, enforced testing gates and provenance—to realign incentives and contain long-run fragility.
low theoretical Full text openalex
Overton Framework v1.0: Cognitive Interlocks for Integrity in AI-Assisted Software Development · K Overton · Mar 08, 2026
AI augments rather than replaces management: algorithms reshape decision-making and organizational structures, but firms capture value only when AI is paired with managerial judgment, data quality and supportive organizational systems.
n/a descriptive Summary openalex
Modern Management in the Age of Artificial Intelligence: Structures, Systems and Decision-Making · Pratibha Singh, Mukul Bhatnagar, Dr. Preeti Bala Tripthi, Dr Brototi Banerji Mis... · Mar 08, 2026
Blending AI and precision agriculture with ecological practices and inclusive finance can substantially boost smallholder yields and resource efficiency; the gains, however, hinge on finance, data governance and public support to ensure broad, equitable adoption.
medium review_meta Summary openalex
MODERN APPROACHES TO SUSTAINABLE AGRICULTURAL TRANSFORMATION · P.Axmedov · Mar 08, 2026
Combining AI, precision tech and agroecology can materially boost smallholder yields and cut waste, but widespread gains hinge on coordinated public action to address costs, infrastructure, finance and data governance; without such policies benefits risk being uneven and captured by platform providers.
medium review_meta Full text openalex
MODERN APPROACHES TO SUSTAINABLE AGRICULTURAL TRANSFORMATION · P.Axmedov · Mar 08, 2026
AI-driven code generation outpaces human verification, creating a mounting fragility as unchecked machine outputs accumulate defects; embedding policy-enforced verification gates and 'cognitive interlocks' in development toolchains (the Overton Framework) aims to realign throughput with trustworthy verification.
n/a theoretical Summary openalex
Overton Framework v1.0: Cognitive Interlocks for Integrity in AI-Assisted Software Development · K Overton · Mar 08, 2026
Autonomous AI agents can save small e-commerce operators hundreds of hours annually by automating routine pricing, inventory and monitoring tasks; however, real-world benefits are limited by model reliability, integration complexity and the need for structured human oversight.
low descriptive Summary openalex
Artificial Intelligence Agents in Knowledge Work: Transforming Productivity, Operations, and Decision-Making · Vivaan Shringi · Mar 08, 2026
Autonomous AI agents can shave hundreds of labor-hours a year from small e-commerce firms by automating pricing, inventory and monitoring tasks, but implementation frictions — governance, model reliability and tool orchestration — substantially constrain net productivity gains.
medium descriptive Summary openalex
Artificial Intelligence Agents in Knowledge Work: Transforming Productivity, Operations, and Decision-Making · Vivaan Shringi · Mar 08, 2026
Prompt fraud turns conversational AI into an inexpensive fraud factory: attackers and insiders can coax authoritative-looking fake reports and explanations from LLMs without hacking systems, outflanking standard IT and audit controls; firms must adopt prompt provenance, monitoring, and specialized human oversight or face higher fraud, compliance and insurance costs.
low commentary Full text openalex
Prompt Engineering or Prompt Fraud? Governance Challenges for Audit · Karishma Velisetty · Mar 08, 2026
A governed hyperautomation architecture lets firms scale automation across ERP and CRM systems while preserving compliance and operational stability; however, the pattern is supported by practitioner case examples rather than quantitative proof of productivity or labor impacts.
low descriptive Full text openalex
Governed Hyperautomation for CRM and ERP: A Reference Pattern for Safe Low-Code, RPA, and Generative AI at Enterprise Scale · Siva Prasad Sunkara · Mar 08, 2026
Prompt fraud — deliberately crafting or injecting language inputs to make generative AI produce false or evasive documents — creates a novel, non‑technical fraud channel that evades traditional controls. Firms must invest in governance, provenance, monitoring and new audit capabilities or risk offsetting GenAI productivity gains with higher fraud losses, insurance costs and compliance burdens.
n/a descriptive Summary openalex
Prompt Engineering or Prompt Fraud? Governance Challenges for Audit · Karishma Velisetty · Mar 08, 2026
A governed hyperautomation pattern—integrating low-code, RPA, generative AI and a central policy engine—lets firms scale mission-critical automation while containing data, compliance and operational risks. Embedding automated enforcement, role-based approvals and continuous monitoring reduces governance blind spots that otherwise slow adoption or produce costly incidents.
low descriptive Summary openalex
Governed Hyperautomation for CRM and ERP: A Reference Pattern for Safe Low-Code, RPA, and Generative AI at Enterprise Scale · Siva Prasad Sunkara · Mar 08, 2026
Social forces, not macroeconomics, shaped small-business adaptation in the pandemic: peer influence and local exposure to closures drove expectations and stifled innovation, disproportionately undermining family- and purpose-driven entrepreneurs and causing a net contraction in emerging entrepreneurship.
medium correlational Summary openalex
Peer Influence and Individual Motivations in Global Small Business Adaptation · Viviana Fernandez · Mar 08, 2026
AI in medicine falls into three interaction levels—assisted, augmented and automated—each producing distinct effects on work, productivity and management. Rather than simply displacing clinicians, the dominant trajectory is toward Human+ professionals who supervise, exercise higher-order judgment and manage exceptions.
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Toward human+ medical professionals: navigating AI integration in healthcare to enhance human expertise · Claudia Perillo, Domenica Lavorato, Manuel Villasalero · Mar 08, 2026
YouTube creators have built a GenAI playbook—advertising, productized prompts, affiliate links and revenue-sharing dominate—but the ecosystem is riddled with unverifiable earnings claims, content misappropriation and synthetic engagement that could distort platform markets and creator livelihoods.
low descriptive Full text arxiv
Monetizing Generative AI: YouTubers' Collective Knowledge on Earning from Generative AI Content · Shuo Niu, Yao Lyu, He Zhang, Na Li, Bumjin Kim, Jie Cai · Mar 07, 2026
Integrated BERT–GPT marketing stacks—grounded with retrieval and optimised by reinforcement learning—deliver materially higher click-through, engagement and conversion rates than template-driven automation; however, the gains rely on large interaction datasets and raise significant privacy, bias and market-power risks that demand technical safeguards and regulatory oversight.
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Personalized Content Selection in Marketing Using BERT and GPT-Based AI Models · Kasi Viswanath kommana · Mar 07, 2026
An audit-ready curriculum framework can tighten the link between training and AI job requirements — improving employability and easing hiring frictions — but implementation is costly and must be continuously updated to avoid obsolescence and vendor lock-in.
n/a descriptive Full text openalex
Curriculum engineering: organisation, orientation, and management .volume 9 · tshingombe tshitadi, tshingombe tshitadi · Mar 07, 2026
A new k-level quantal-response model unifies cognitive-hierarchy and quantal-response approaches and, with a hybrid genetic-algorithm-plus-SQP estimator, substantially outperforms standard behavioral models in simulated fit and prediction while producing stable estimates even in small-sample, high-parameter settings.
n/a theoretical Full text openalex
k-QREM: Integrating Hierarchical Structures to Optimize Bounded Rationality Modeling · Qianbo Lai, Jifa Wang, Xin Chen, Meng Qiu · Mar 07, 2026
A dynamic, data-driven equivalency system—backed by a centralized MIS, probabilistic validation models and dual technical/system audits—can translate DRC technical credentials into South Africa’s NQF and cut ‘brain waste’; success hinges on reliable digital infrastructure, transparent algorithms and regional regulatory alignment.
n/a descriptive Full text openalex
Establishes a technical and academic bridge between the educational systems of the democratic republic of the Congo (DRC) and the South African qualifications authority (SAQA). It focuses on the harmonization of skills through a robust management information system (MIS) and rigorous research methodology. volume 2 · tshingombe tshitadi, tshingombe tshitadi · Mar 07, 2026
Digital financial technologies and AI‑driven advice are widening access to investing for women and can improve diversification and long‑term outcomes; however, persistent digital literacy gaps, selection effects, and potential algorithmic bias mean gains are uneven and not yet proven over the long run.
medium review_meta Full text openalex
Women's Investment Behaviour and Technology: Exploring the Impact of Digital Tools on Financial Decision-Making · Pratichi Dash · Mar 07, 2026
Embedding AI into ERP systems improves real‑time planning and operational control across multiple functions, but technology alone delivers limited returns; durable gains require concurrent investments in data governance, process standardization and people‑side change.
low review_meta Full text openalex
Integrating Artificial Intelligence and Enterprise Resource Planning Systems: A Structured Review of Decision Support Capabilities, Constraints, and Governance · Abdullah Önden · Mar 07, 2026
AI is reshaping economic governance from rigid rules to adaptive systems that augment human foresight; realizing this promise requires new institutional capacities, transparent AI tools, and policy choices that prioritize inclusion and accountability.
n/a theoretical Summary openalex
Governing The Future · Fadi Farra · Mar 07, 2026