Generative AI has become a social technology: its outputs enter human practices of interpretation and coordination. This Perspective suggests that the next shift may go further. As systems develop from representation-only models into situated agents and multi-agent ecosystems, parts of sensemaking itself (interpreting situations, stabilising reference, framing decisions) could become automated. We call this the Post-Turing Condition: the question is no longer whether AI imitates human intelligence, but whether AI systems come to participate in constructing social reality, with humans at risk of exclusion from meaning formation. The PRMO framework (Perception, Representation, Meaning, the Real) is offered as a lens for reading current design trajectories, and Quadrangulation is proposed as a design principle retaining the human subject as a constitutive reference.
Vaswani A., Shazeer N., Parmar N., et al. (2017). Attention is all you need. Adv. Neural Inf. Process. Syst. 30:6000-6010. https://proceedings.neurips.cc/paper/2017/hash/3f5ee243547dee91fbd053c1c4a845aa-Abstract.html
Mitchell M. and Krakauer D.C. (2023). The debate over understanding in AI's large language models. Proc. Natl. Acad. Sci. USA120:e2215907120. DOI:10.1073/pnas.2215907120
Gao H.-a., Geng J., Hua W., et al. (2026). A survey of self-evolving agents: What, when, how, and where to evolve on the path to artificial super intelligence. arXiv preprint 2507.21046. DOI:10.48550/arXiv.2507.21046
Ashery A.F., Aiello L.M. and Baronchelli A. (2025). Emergent social conventions and collective bias in LLM populations. Sci. Adv.11:eadu9368. DOI:10.1126/sciadv.adu9368
Tessler M.H., Bakker M.A., Jarrett D., et al. (2024). AI can help humans find common ground in democratic deliberation. Science386:eadq2852. DOI:10.1126/science.adq2852
Jelinek T., Glauner P., Graylin A. W., et al. (2026). The Post-Turing condition: Conceptualising artificial subjectivity and synthetic sociality. The Innovation Informatics 2:100063. https://doi.org/10.59717/j.xinn-inform.2026.100063
Jelinek T., Glauner P., Graylin A. W., et al. (2026). The Post-Turing condition: Conceptualising artificial subjectivity and synthetic sociality. The Innovation Informatics2:100063. https://doi.org/10.59717/j.xinn-inform.2026.100063
Welcome!
To request copyright permission to republish or share portions of our works, please visit Copyright Clearance Center's (CCC) Marketplace website at marketplace.copyright.com.
Share the QR code with wechat scanning code to friends and circle of friends.
Article Metrics
Article views(257)PDF downloads(78)
Relative Articles
Cited by
Catalog
Export File
Citation
Jelinek T., Glauner P., Graylin A. W., et al. (2026). The Post-Turing condition: Conceptualising artificial subjectivity and synthetic sociality. The Innovation Informatics 2:100063. https://doi.org/10.59717/j.xinn-inform.2026.100063
Jelinek T., Glauner P., Graylin A. W., et al. (2026). The Post-Turing condition: Conceptualising artificial subjectivity and synthetic sociality. The Innovation Informatics2:100063. https://doi.org/10.59717/j.xinn-inform.2026.100063