We're hiring! Three pivotal new roles tailored to help our new HASS Digital Research Hub build capability in HASS digital research at the Australian National University, and nationally in partnership with the Australian Research Data Commons (ARDC):

Research Fellow (Computational Methods)
https://jobs.anu.edu.au/jobs/research-fellow-computational-methods-canberra-act-act-australia?lApplicationSubSourceID=

Research Fellow (Values Based Digital HASS)
https://jobs.anu.edu.au/jobs/research-fellow-values-based-digital-hass-canberra-act-act-australia?lApplicationSubSourceID=

ARDC RSE-CEP Research Software Engineer
https://jobs.anu.edu.au/jobs/research-software-engineer-canberra-act-act-australia-ae164e12-5473-4d0b-9942-04c5fa3f42e9?lApplicationSubSourceID=

#digitalhumanities #digitalsocialscience #rse

Research Fellow (Computational Methods) - Canberra / ACT, ACT, Australia

Classification: Academic Level BSalary package: $118, 632 to $134,507 per annum plus 17% superannuation Terms: Full-time, Fixed term (24 months)   Build from the Ground Up: Work closely with the Director and HASS Digital Research Hub (HDRH) team to understand current and future demand for computational methods across the HASS community. Applied Research: Develop your own applied research agenda using the HDRH and ANU HASS community as your proving ground. Future-Focused: Explore emerging technologies and understand how they can support high quality, ethical, transparent, and reproducible HASS research. Sustainability: Work with the HDRH RSE team to define the supporting infrastructure and tools...

It's nice to be back in California. Today I'll be talking at D-Lab Berkeley about what I've learned after a year in Australia!

'Antipodal Experiments: Digital Humanities & Social Science in Australasia': https://dlab.berkeley.edu/events/antipodal-experiments-digital-humanities-social-science-d-hass-australasia/2025-05-19

#d-hass #digitalhumanities #digitalsocialscience #rse

Antipodal Experiments: Digital Humanities & Social Science (D-HASS) in Australasia | D-Lab

The ANU HASS Digital Research Hub is advertising a research software engineering position, to contribute to the Social Science Research Infrastructure Network (SSRIN) project, funded by ARDC and led by University of Queensland. It would be a great role for someone interested in computational social science and/or research software engineering.

https://jobs.anu.edu.au/jobs/research-software-engineer-social-science-research-infrastructure-network-canberra-act-act-australia

Please circulate to your networks.

#socialscience #digitalsocialscience #computationalsocialscience

Research Software Engineer (Social Science Research Infrastructure Network) - Canberra / ACT, ACT, Australia

Classification: ANU Officer Grade 6/7 (Specialist)Salary package: $93,646 to $107,795 per annum plus 17% superannuation Terms: Full time, Fixed Term (up to 18 months) Help Build National Research Infrastructure: Play a key role in shaping the future of social science research in Australia. Strategic Involvement: Work closely with the SSRIN community and leadership to identify the skills and training needed to enable the future of national research infrastructure (RI). Shape Core Processes: Work with the SSRIN team to integrate skills and development training into core digital infrastructure. Strategic Vision: Contribute to both short- and long-term RI and skills development strategy. Stakeholder Engagement:...

Help me build a research software engineering (RSE) team dedicated to the humanities and social sciences! Two key roles based in Canberra, Australia, for #softwareengineers keen to make a difference:

Principal Research Software Engineer (RSE): https://jobs.anu.edu.au/jobs/principal-research-software-engineer-canberra-act-act-australia

Senior Research Software Engineer (RSE): https://jobs.anu.edu.au/jobs/senior-research-software-engineer-canberra-act-act-australia

#digitalhumanities #digitalsocialscience #rse

Principal Research Software Engineer - Canberra / ACT, ACT, Australia

Classification: Senior Manager 1 (Specialist)Salary package: $131,524 - $137,807 per annum plus 17% superannuation Term: Full time, Continuing A Unique Opportunity: Lead the creation of a cutting-edge Research Software Engineering (RSE) team, setting international standards in software development and innovation. Shape the Future: Design and implement world-class RSE workflows, methodologies, and career paths that will impact the humanities, social sciences, and beyond. Freedom to Innovate: Work with top-tier institutional and national research infrastructure and choose the best tools and processes to drive excellence. Leadership and Collaboration: Take charge of engineering culture and management, working closely with the Hub Director and senior stakeholders to...

The misuse of the concept of assemblage within digital social science

I’ve seen a growing trend to use the Deleuzian concept of assemblage in a way that fails to distinguish between internal and external relations. What distinguishes an assemblage from an entity or a totality is these elements are externally related, rather than the internal relation between elements which jointly constituted a whole. Or at last they are a mix of internal and external relations. But what an assemblage is not is a purely internally related entity. That’s the whole reason for coining the neologism in the first place, to distinguish it from a being/whole. It’s the difference between a relation which cannot exist apart from through its connection to a whole, as opposed to a relatively autonomous relation that can manifest in a different form. So for example the battery on my iphone has an internal relation to the phone, whereas the airpods have an external relation to it. You could extract the battery and install it somewhere else but it would have to enter a constitutive relation with another iphone, whereas the airpods can be used in relation to a range of entities.

This matters because if we treat assemblages as containing internal relations, we are basically talking about totalities while imagining we are doing the opposite. The analytical virtue of assemblage theory is that it helps us sketch out how heterogeneous elements are drawn together into complex coalitions of existing things, able to form and reform in dynamic and multifaceted ways. If you treat the assemblages as if they have internal relations then you are suddenly imagining vast totalities which loom across the social world, without recognising the dynamic character which is the whole analytical point of the theory. In this sense if you imagine ‘AI’ as an assemblage, without making this distinction, it becomes this vast and impenetrable juggernaut which rampages obscenely across a world which it transforms. It becomes a mega force, to use Filip Vostal’s phrase, to which we must either subordinate ourselves or reject in its entirety.

If you treat an assemblage as an internally related thing you’re effectively just connecting up a load of heterogeneous elements and saying ‘this is a thing’. But things being connected don’t make them a thing, even in terms of assemblage theory. What matters is how they’re connected, under what circumstances, with what results. This is why assemblage theory is powerful but you completely miss that if you lose the internal/external distinction, whether explicitly in terms of conceptualisation or tacitly in terms of how you’re narrating the analysis.

I’ve wondered recently why some critics of generative AI see it as uniquely obscene, as opposed to another expression of platform capitalism. Fundamentally I don’t see it as any different on a moral level (clearly technologically and potentially socially it is very different) to watching YouTube, posting on Instagram or using Uber. Or for that matter driving or taking flights. It involves a complicity in a system you would rather was different, licensed by the affordances of that system. You can respond to this in multiple ways but these responses tend to be connected into the practical logic of living a life e.g. non-drivers sometimes using Uber. I often agree with much of the substance of the critique, yet don’t end up in the same place politically and morally as they do. I wonder if there might, at last sometimes, be a disagreement about the ontology of ‘AI’ underpinning this. To the extent its seen as a totality, whether deliberately or through its misattribution as an assemblage, I part ways at an analytical level and I think a difference of moral and political opinion follows from this.

#AI #assemblage #deleuze #DigitalSocialScience #generativeAI #LLM #socialOntology

Our AI as Infrastructure (AIINFRA) project has a website: https://aiinfra.anu.edu.au/.

AIINFRA is an experimental project. The goal is to design and build a prototype open-source LLM tool tailored for transnational (Australia, Aotearoa NZ, UK) historical research, but this will be in service of the primary goal of understanding the technical potential of LLMs and developing test categories appropriate to the academic and GLAM communities.

#AiResearch #digitalhumanities #digitalsocialscience

Introduction

This site provides a documentary record of the AI as Infrastructure project. AIINFRA will explore whether Large Language Models (LLMs) could enable a new era of transnational historical research. The project will run from 2024 – 2026 and be led by the HASS Digital Research Hub at The Australian National University. The project team includes representatives from the Australian Parliamentary Library, the National Library of Australia, the Aotearoa / New Zealand Department of Internal Affairs, the UK National Archives, the UK History of Parliament project, and the ANU Library, with academic input from King’s College London.

AI as Infrastructure

This is a key role within our AI as Infrastructure (AIINFRA) project, exploring the use of LLMs for transnational historical research (Australia, Aotearoa / New Zealand, United Kingdom).

Please forward to likely candidates!

https://jobs.anu.edu.au/jobs/senior-research-officer-ai-as-infrastructure-canberra-act-act-australia

#digitalhumanities #digitalsocialscience #digitalhistory

Senior Research Officer, AI as Infrastructure - Canberra / ACT, ACT, Australia

Classification: ANU Officer 7 (Research)Salary package: $97,707 to $102,600 per annum plus 17% superannuation (Pro rata) Terms: Part time, Continuing (Contingent Funded) (Up to 2.5 years)  Work at the forefront of digital HASS research, crafting a cutting-edge framework to evaluate next-generation AI research tools. Acquire hands-on experience in digital HASS and research software engineering (RSE). Explore diverse commercial and open-source AI platforms and play a pivotal role in shaping a prototype AI tool dedicated to advancing historical research. Benefit from introductory training designed to equip you with foundational skills in prompt engineering and software testing. Part-time position of 17.5 hours per week...

It's great to see @kingsdh are advertising for a Lecturer / Senior Lecturer in Digital Products & Industries to complement their 'Career Accelerator' in the subject.

I'm biased - I was involved in development of the career accelerator and offered a course there in DH product development - but am convinced it's an important area for future digital HASS. We need to be in the engine room of digital design.

https://www.kcl.ac.uk/jobs/085006-lecturersenior-lecturer-in-digital-products-and-industries-education-and-research

https://www.kcl.ac.uk/short-courses/kings-product-management-career-accelerator

#digitalhumanities #digitalsocialscience

Lecturer/Senior Lecturer in Digital Products and Industries (Education & Research)

King's College London

It's also worth noting that we get more info from the command line and of course the code itself with langchain (and presumably other frameworks), which amounts to documentation of the tool's state at the time of the query.

It suggests there is some hope for the definition and implementation of transparency standards (research software engineering / technical and scholarly).

#digitalhumanities #digitalsocialscience #digitalhistory
#langchain
#rse

I'm cautiously optimistic about transparency tools we can use to build bespoke LLM products for the humanities & social sciences.

These screenshots show what the https://www.langchain.com/langsmith tool exposes behind the scenes of a simple historical query to the https://github.com/assafelovic/gpt-researcher research tool.

gpt-researcher is running locally on my machine, using OpenAI and Tavily services, but uses open source code so this could be changed.

#digitalhumanities #digitalsocialscience #digitalhistory
#langchain

LangSmith

Get your LLM app from prototype to production.