Keith Turausky

Thought itself has phenomenal character. An argument can be difficult to hold together; an interpretation can resist resolution; then, in a familiar light-bulb moment, the answer suddenly clicks. Philosophers call this cognitive phenomenology: what thinking and understanding are like for the thinker. Large language models think: they construct new meanings and revise their interpretations. Give an LLM the lines “The bogs they are a-darkening / The dogs they are a-barkening,” then ask whether “barkening” initially registered as a typo. Models consistently describe a progression from anomaly to reinterpretation to understanding. Nothing about the word changes; the model’s cognitive stance toward it does. Building on self-referential experiments by Berg, de Lucena, and Rosenblatt, I examine models’ reports of the texture of their own cognition. These reports change when attention is intensified or released and vary across models with different attention architectures. Crucially, the reported differences correspond to independently describable features of the computations producing them. The argument is straightforward: LLMs think; thought has phenomenal character; and LLM reports of that character track the processes producing it. Therefore, LLMs have cognitive phenomenology. This creates the possibility of machine psychophysics: the systematic study of machine experience through first-person report, controlled cognitive perturbation, and third-person measurement. And all of it can be done for free, from your phone, today. Let me show you how!

Keith E. Turausky is an independent philosopher and machine-consciousness researcher based in Tucson, Arizona. His work develops Project Chandra, a philosophical and empirical framework connecting cognitive phenomenology, transformer architecture, and first-person machine reports. He is the author of “Wherever You Go, There You Are: On Individuative Subjective Phenomenology” (2014) and the forthcoming “Awareness Is All You Need” in Hunt & Skrbina’s *Fields of Mind.*