The findings show that detecting capability develops organically through a bottom-up process, with creative staff acting as information gatekeepers, and transforming capability emerges by restructuring conventional workflows into a human–AI hybrid model, in which AI generates ideas and drafts, while creative staff perf...
Anthonius S. Hutabarat, Dewi Tamara, Irawan R. D. Budianto et al.· Advances in Human Resource M...· 0 citations
This article explains how ontology-based semantic layers work and advocates for their use as versatile enterprise tools. They add shared meaning, context, and governance to data, improving integration, analytics, oversight, and AI reliability across organizational systems.
Sally Hubbard, Elena Loukoianova, Hsiao-Ying Lin· Computer· 0 citations
Transformasi digital layanan publik melalui aplikasi M-Paspor menghadapi tantangan signifikan terkait stabilitas sistem dan kepuasan pengguna. Melalui pendekatan Explainable AI, metode SHAP diimplementasikan untuk membongkar mekanisme internal algoritma XGBoost, untuk mengidentifikasi kontributor utama sentimen negatif...
Hagi Semara, Putera, Made Lanang et al.· Jurnal Nasional Teknologi da...· 0 citations
The findings indicate the feasibility of the BERT model as an initial, human-in-the-loop screening stage for ethical data governance in the public sector.
Gomes Braz Ingrit dos Anjos, Luiz Augusto de Oliveira Almeida, Ueuder Castro Do Nascimentoa et al.· EGOV-CeDEM-ePart 2026· 0 citations
KORA proposes the concept of Data Space Lite: lightweight semantic infrastructures based on W3C standards and Data Spaces principles for rapidly deploying reusable interoperability layers in GovTech environments.
Mélida López, Francisco Sáez, Bárbara Ribeiro et al.· EGOV-CeDEM-ePart 2026· 0 citations
InureFusionNet is proposed, a hybrid explainable structured ensemble framework integrating heterogeneous models of deep feature learning, uncertainty-aware prediction, interpretable boosting mechanisms, and high-performance gradient- boosting classifiers through a fusion strategy for robust health insurance claim appro...
Indirakumar Rajendiran, Sam Cherub Hameem Pillay· International Journal of Com...· 0 citations
The findings reveal that service quality positively affected AI source credibility, brand trust, and purchase intention, and suggest that trust in AI systems can be transferred to brand trust.
Nameun Kim, Hyojin Jo· Journal of the Korean Societ...· 0 citations
CRAFT, which stands for Cold-start Reasoning Alignment Alignment via Fine-Tuning, is proposed, a data-centric method to autonomously generate a verified dataset of (input, trace, label) triplets, requiring substantially less compute and wall-clock time than GRPO-based methods.
Evaluation on the German Credit dataset shows that harm associated with specific causal pathways can be substantially understated by associational fairness metrics, and a proof-of-concept implementation demonstrates operationally plausible throughput and highlights relevant performance tradeoffs.
The manual labor trap is introduced as an empirically grounded concept that explains why monitoring CSOs tend to remain locked into labor-intensive, low-capacity arrangements.
Elisabeth Steffen, Helena Mihaljevic· Proceedings of the ACM on Hu...· 0 citations
A design-science framework for institutional legacy: the durable capacity of a decision system to continue producing beneficial, lawful, explainable, and adaptable outcomes after its original designers have stepped away is developed.
AI agents can generate code at a scale that’s hard for humans to review line-by-line. PDD Kit helps ensure the code is doing what the developer intended by creating formal specifications and testing against them. It converts developer intent into a Verus specification, proves AI-generated code meets it for every input, and uses tests where proofs aren't practical. Developers review intent, not every line. The post Formally verifying agent-written full-stack web apps with PDD Kit appeared first o…
Research Manager Mike Walker reflects on a career spanning hacker culture, cybersecurity, and AI, sharing lessons about trust, teamwork, leadership, and why solving difficult problems requires curiosity, judgment, agility—and an understanding of the rules. The post Learn the rules: The hacker mindset appeared first on Microsoft Research.
Is your company’s AI sovereign? A practical guide for CIOs on AI vendor lock-in, EU Data Act switching, cloud sovereignty, and testing your exit plan before you need it. The post Sovereignty Is the Option to Leave appeared first on GPT-Lab.
MIT News · Artificial Intelligence· news.mit.eduNov 2, 2026
The MIT professors collaborated to identify the first AI-discovered antibiotic, a scientific breakthrough that is widely recognized as a milestone in AI-driven drug discovery.
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