The rapidly evolving landscape of 21st-century education demands that Human Resource Development (HRD) policies transcend administrative theory to foster genuine pedagogical innovation. This study evaluates the effectiveness of HRD programs for social science teachers, focusing on the alignment between institutional policy mandates and classroom implementation. Utilizing a descriptive-evaluative research design with a mixed-methods approach, data were gathered from social science educators and school administrators through structured surveys and semi-structured interviews. The findings reveal a significant "policy-practice gap," characterized by high levels of policy awareness but limited participation due to administrative overload and resource constraints. While general pedagogical training was perceived as accessible, a critical deficit was identified in subject-specific professional development tailored to the unique complexities of social science curricula. Statistical analysis indicates a moderate positive correlation ($r = 0.48$) between specialized HRD participation and the adoption of student-centered inquiry; however, "implementation leakage" persists due to a lack of sustained institutional support and curriculum misalignment. The study concludes that the "one-size-fits-all" approach to HRD is insufficient for the multidisciplinary needs of social science educators13. Recommendations include the decentralization of program design, the institutionalization of protected professional time, and the prioritization of subject-specific Continuous Professional Development (CPD).
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
P. Abrahamsson, O. Salo, Jussi Ronkainen et al.· arXiv.org· 727 citations· ⚡54
The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
M. Pikkarainen, Jukka Haikara, O. Salo et al.· Empirical Software Engineeri...· 401 citations· ⚡48
The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al.· Information and Software Tec...· 394 citations· ⚡54
It is proved that any global minimizer of the trajectory balance objective can define a policy that samples exactly from the target distribution, and empirically demonstrate the benefits of the trajectories balance objective for GFlowNet convergence, diversity of generated samples, and robustness to long action sequenc...
Esmeralda S. Whitammer, Moksh Jain, Emmanuel Bengio et al.· Neural Information Processin...· 302 citations· ⚡60
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Jennifer Neville did not want to go into computer science—but that’s exactly where she landed. Neville discusses the starts and stops that led to her professional sweet spot and her work identifying “surprising failures” making it hard for AI to handle complexity. The post What AI gets wrong and what failure teaches us appeared first on Microsoft Research.
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