Forced Yet Free: What Magicians' Forcing Reveals Beyond Intentional Binding
Koichi Toida
Sep 2026
Human-computer Interaction
Abstract
In magicians' forcing, spectators may experience a choice as self-determined even when that choice has been externally directed. Research on the sense of agency has developed largely around action-outcome relations, most notably intentional binding; however, the problem of choice authorship (why a particular choice is experienced as originating from oneself) must be treated as distinct. This paper integrates research on agency and forcing by distinguishing the locus of intervention within the choice-action-outcome chain, self-attribution at the Decision, Action, and Outcome levels, and the processes by which feeling of agency and judgment of agency are constructed. On this basis, a distinction is drawn between intentional binding, which concerns the temporal/causal relation between action and outcome, and the different binding problem exposed by forcing: the relation between a choice and its author. This theoretical relation is termed authorship binding. Authorship binding does not denote a new implicit measure; rather, it refers to the constructive relation through which a choice whose formation has been directed by external factors can nevertheless be experienced as originating from the self. Forcing can sustain this relation not by eliminating agency, but by selectively preserving, substituting, and redistributing agency cues. XR, in which body-centred spatial relations can be manipulated, is further conceptualised as a medium for extending the forced-yet-free structure into space.
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
The perception of the impact of agile methods is predominantly positive, and several challenge areas were discovered, but based on this study, agile methods are here to stay.
M. Laanti, O. Salo, P. Abrahamsson· Information and Software Tec...· 260 citations· ⚡20
Related blog posts
MIT News · Artificial Intelligence· news.mit.eduOct 7, 2026
Students in MIT’s Concourse program delve deeply into the human condition, debate challenging questions, and learn to develop judgment about issues that can’t be quantified.
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.
MIT News · Artificial Intelligence· news.mit.eduSep 30, 2026
Able to defeat top-ranked human players and more efficient than other models, the new system could help decision-makers in military maneuvers or business negotiations.