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Wilfred Mijnhardt @wmijnhardt.bsky.social · 20h

A Comparative Study of Task Adaptation Techniques of Large Language Models for Identifying Sustainable Development Goals #SDGs. On how smaller, more accessible models can achieve high performance with minimal labelled data using smart prompting.

DOI: 10.1109/ACCESS.2025.3618017

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Wilfred Mijnhardt @wmijnhardt.bsky.social · 3d

Artificial Intelligence and Academic Professions: It is essential that higher education workers are in control of technological advancements that affect their employment. via @aaup.org

www.aaup.org/sites/d...

Wilfred Mijnhardt @wmijnhardt.bsky.social · 9d

By standardising GAI task delegation, GAIDeT enhances research integrity and transparency. Future work should focus on empirical validation, cross-disciplinary adaptability, and policy implications for GAI governance.
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Wilfred Mijnhardt @wmijnhardt.bsky.social · 9d

GAIDeT provides a structured framework for documenting GAI’s role in research. It classifies research into key domains – conceptualisation, literature review, methodology, data analysis, writing, supervision, and ethical review – ensuring transparency and human accountability
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Wilfred Mijnhardt @wmijnhardt.bsky.social · 9d

This study introduces the Generative AI DelegationTaxonomy (GAIDeT), informed by existing contributor roletaxonomies, peer-reviewed literature, and an iterative consen-sus-building approach
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Wilfred Mijnhardt @wmijnhardt.bsky.social · 9d

GAIDeT (Generative AI Delegation Taxonomy): A taxonomy for humans to delegate tasks to generative artificial intelligence in scientific research and publishing

doi.org/10.1080/0898...
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Wilfred Mijnhardt @wmijnhardt.bsky.social · 10d

A new central asian academic power emerging: Kazakhstan is creating the conditions for top global universities to open their campuses here and to become part of Kazakhstan’s long-term academic transformation

Exclusive: Kazakhstan Cements Status as Regional Academic Hub - The Astana Times

Exclusive: Kazakhstan Cements Status as Regional Academic Hub

astanatimes.com

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Wilfred Mijnhardt @wmijnhardt.bsky.social · 11d

From chaos to symbiosis: exploring adaptive co-evolution strategies for generative AI and research integrity systems

link.springer.com/co...

Wilfred Mijnhardt @wmijnhardt.bsky.social · 15d

The system is built on a massive data and connects 7M research grants to 140M scientific publications, 160M patents, 10.9M policy documents, 800K clinical trials, 5.8M newsfeeds, with 1.8B citation linkages, systematically linking science funding to its downstream impacts.
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Wilfred Mijnhardt @wmijnhardt.bsky.social · 15d

Funding the Frontier: Visualizing the Broad Impact of Science and Science Funding; analyze multidimensional impacts of funding and make informed decisions regarding research investments and opportunities

arxiv.org/pdf/2509.1...
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Wilfred Mijnhardt @wmijnhardt.bsky.social · 15d

Digital Disruption meets Academic Integrity; Governance reform, Academic Integrity and Ensuring the Authenticity of Higher Thinking in the Era of Generative Artificial Intelligence;

Towards an 8-dimensional Academic Integrity Indicator Framework

doi.org/10.1007/s108...

Wilfred Mijnhardt @wmijnhardt.bsky.social · 15d

8/8 Call to action: Business schools must evolve from teaching "how to do CSR" to developing leaders who embed conscience in organizational DNA. The future demands authenticity, not performance. Let's lead this transformation. #FutureOfEducation
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Wilfred Mijnhardt @wmijnhardt.bsky.social · 15d

7/8 The construction industry context reveals conscientiousness matters even in traditional sectors. Every industry needs leaders who can build stakeholder trust through authentic purpose. Are our programs preparing them? #ImpactEducation
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Wilfred Mijnhardt @wmijnhardt.bsky.social · 15d

6/8 Strategic opportunity for schools: Develop executive programs helping leaders operationalize purpose beyond mission statements. Create living labs where students, faculty & industry partners co-create authentic brand strategies.
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Wilfred Mijnhardt @wmijnhardt.bsky.social · 15d

5/8 Research gap = opportunity: Limited empirical validation across industries/regions for conscientious brands. Business schools positioned to lead this research agenda, creating knowledge while solving real organizational challenges.
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Wilfred Mijnhardt @wmijnhardt.bsky.social · 15d

4/8 Surprising insight: CSR alone doesn't create brand authenticity. When disconnected from genuine purpose, CSR can be seen as "greenwashing." Implications for how we teach sustainability & social responsibility in business programs.
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Wilfred Mijnhardt @wmijnhardt.bsky.social · 15d

3/8 Ethical organizational culture amplifies purpose→authenticity link. This suggests business education needs deeper integration of ethics across curriculum, not isolated courses. Time to rethink how we develop ethical leaders. #MBAEducation
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Wilfred Mijnhardt @wmijnhardt.bsky.social · 15d

2/8 Key finding: Brand authenticity mediates between purpose & perception. Organizations can't fake conscientiousness—stakeholders detect inauthenticity. Business schools must teach leaders to align values, actions & communication. #Leadership
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Wilfred Mijnhardt @wmijnhardt.bsky.social · 15d

1/8 New research reveals what makes corporate brands truly "conscientious" in stakeholders' eyes: It's not just CSR programs—it's authentic organizational purpose backed by ethical culture driving perception. #BusinessEthics #HigherEd
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Wilfred Mijnhardt @wmijnhardt.bsky.social · 15d

Conscientious Corporate Brands (CCB): roles of organisational purpose, organisational culture, brand authenticity and corporate social responsibility

doi.org/10.1057/s412...

Extra: reflections on values of the CCB model for strategic impact work in business schools
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Conscientious corporate brands: the roles of organisational purpose, organisational culture, brand authenticity and corporate social responsibility

Journal of Brand Management - The Conscientious corporate brand (CCB) is a nascent concept whose importance has grown in recent years due to stakeholder demands for organisations to...

doi.org

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Wilfred Mijnhardt @wmijnhardt.bsky.social · 17d

How does scientific research influence policymaking? A study of four types of citation pathways between research articles and AI policy documents.

Economics diminishing (30% down to 15%), and business and management are at low (appr 15%) stable pattern

doi.org/10.1002/asi....

Wilfred Mijnhardt @wmijnhardt.bsky.social · 17d

Making the most of EU research and innovation investments: rethinking dual use: a policy brief by the Expert Group on the Economic and Societal impact of Research & Innovation

Making the most of EU research and innovation investments : rethinking dual use.

The ESIR Policy Brief highlights the importance of dual-use research and innovation (R&amp;I) in the EU. It recommends that the EU adopt a "dual-use by design" approach, integrating dual-use research into the next EU Framework Programme and aligning it with the European Defence Fund. Overall, the paper aims to promote a comprehensive approach to dual-use R&amp;I in the EU, balancing security, innovation, and ethical considerations.

doi.org

Wilfred Mijnhardt @wmijnhardt.bsky.social · 22d

Research Development Frameworks and Assessments included in Literature Review

figshare.com/ndownlo...

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Wilfred Mijnhardt @wmijnhardt.bsky.social · 22d

Materials 3: Framework Mapping to CRDF.

doi.org/10.1371/jour...

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Wilfred Mijnhardt @wmijnhardt.bsky.social · 22d

Materials 1: Research Training Program Development and Mapping Tool.

doi.org/10.1371/jour...

Materials 2: Code Themes, Definitions and Assignments.
doi.org/10.1371/jour...

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