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About the workshop

About

Workshop

[A Group of People Standing]
Contesting Algorithmic Vision


A group of people standing is a generic alt-text description on Instagram, based on AI, designed for accessibility. The starting point of the workshop is that today image circulation depends less on human emotions and meanings, and more on machine vision mechanisms that tag, classify and rank visual content. However, describing what appears in an image is an interpretive act that is inherently unstable and often contested. Research by Prof. Anat Ben-David and Noa Turgeman found that Instagram's algorithmic alt-text consistently flattens cultural, social and political meanings for optimization and safety, avoiding controversy and maintaining neutrality. What are the social and political implications of algorithmic image interpretation? How do these invisible mechanisms shape collective imagination and understanding of political and climate crises? Beyond that - what are the broader implications of these mechanisms in the development of artificial intelligence, when algorithmic alt-text is fed into language models and in a feedback process reshapes our knowledge and interpretation of reality? This workshop seeks to create a synthesis between theoretical research and communication design, establishing visual knowledge design as methodology for understanding invisible mechanisms, developing visual critique, and promoting digital literacy. It is organized by the M.Des program in Visual Communication, Bezalel Academy of Art and Design Jerusalem and held in collaboration with the Goethe Institute's residency program.
Data

Data Source: Noa Turgeman and Anat Ben-David
This research was supported by the German-Israel Science Foundation, Grant No. I-1554-500.15/2021


Instagram corpus - hundreds of nature/climate images examining visibility patterns and machine vision descriptions.

Climate corpus - 190,000 images from news sites in 30 countries (2010-2022) tracking visual framing evolution

Read more here: Ben-David, A., Amram, A., & Turgeman, N. (2025). Iconography in flux: A transnational exploration of the evolution of climate news imagery through the Wayback Machine. In The Routledge companion to transnational web archive studies (pp. 29-51). Routledge.

Initiator

Dr. Hagit Keysar

The workshop was initiated by Dr. Hagit Keysar, head of the M.Des Program in Visual Communication, Bezalel Academy of Art and Design Jerusalem.

Workshop leaders

Prof. Anat Ben-David
(Open University)

Digital communication researcher specializing in internet history and geopolitics, social media, and computational digital methodologies.

Robin Coenen
(University of the Arts Berlin, UDK)

Information designer working with science, technology and visual anthropology, founder of visual intelligence, studio for informationdesign and a computer vision startup connecting design and ai

Faculty
Roni Levit
Meir Sadan
Assaf Arad
Michal Hargev
Roy Amit
Research facilitators
Dr. Sara Kopelman
Noa Turgeman (Bar Ilan University)
Workshop coordination and program design
Noya Antman Ron
Students
Romy Bauch
Daria Ben Dror
Hadar Grinbank
Basel Zoabi
Lamar Khamashta
Inbal Mazal Luz Halevi
Nicole Mushailov
Yuval Matsil
Ron Porat
Omer Eliraz
Maya Netser
Video
Invitation
Seeing Otherwise invitation