Cognitive Prosthesis - Bryant McGill

# Cognitive Prosthesis A cognitive prosthesis is an external structure that extends or disciplines a person's thinking rather than merely storing its results. Atomic Markdown functions as a cognitive prosthesis by forcing the writer to hold contextual and autonomous sentence realizations, their transformation, the paragraph arc, and a fidelity constraint in working memory during composition. The notation changes which formulations survive into the document. Related: [[wiki/Externalized Recursive Introspection|Externalized Recursive Introspection]], [[wiki/Constraint Satisfaction|Constraint Satisfaction]], [[wiki/Dual-Render Composition|Dual-Render Composition]], [[projects/Dual-Render Authorship and the Atomic Markdown Double-Brace Grammar|Dual-Render Authorship]]. ## Relationships - **Collection route:** [[collections/Neurotech|Neurotech]]. - **Source context:** [[articles/Technologies for Consciousness Mapping and Transfer|Technologies for Consciousness Mapping and Transfer]] and [[articles/Mind Uploading and AI — The Host is Reusable and the Person is the Delta|Mind Uploading and AI — The Host is Reusable and the Person is the Delta]]. - **Inference provenance:** [[research/Research Inferences|Research Inferences]]. ## Research Inferences  These entries translate the forward-looking register in [[research/Research Inferences|Research Inferences]] into ordinary wiki prose. The tier labels apply to the inference, not automatically to every factual anchor inside it. The interpretive frame comes from [[articles/Technologies for Consciousness Mapping and Transfer|Technologies for Consciousness Mapping and Transfer]] and [[articles/Mind Uploading and AI — The Host is Reusable and the Person is the Delta|Mind Uploading and AI — The Host is Reusable and the Person is the Delta]]. Collection route: [[collections/Neurotech|Neurotech]]. - **INF-0097 — Plausible.** Hippocampal prosthesis work has shown that stimulating with a model-predicted pattern can improve recall performance. A device that writes a computed memory trace is a memory co-processor, and co-processors are historically absorbed into the architecture they assist.  ## Research Inference Attractors  These are secondary semantic placements for the inference attractor network. Each statement keeps its original ID and tier; its canonical cluster page links back to every destination. Source register: [[research/Research Inferences|Research Inferences]]. Interpretive context: [[articles/Technologies for Consciousness Mapping and Transfer|Technologies for Consciousness Mapping and Transfer]] and [[articles/Mind Uploading and AI — The Host is Reusable and the Person is the Delta|Mind Uploading and AI — The Host is Reusable and the Person is the Delta]]. Collection route: [[collections/Neurotech|Neurotech]]. - **INF-0078 — Plausible.** A decoder that emits semantic features rather than keystrokes pairs naturally with a language model that completes intent. The interface becomes a conversation between a partial neural signal and a predictive model, and most of the realized bandwidth comes from the model's prior rather than from the electrode. - **Canonical cluster:** [[wiki/Cognitive Interface Layer|Cognitive Interface Layer]] - **INF-0098 — Analytic.** Continuous low-latency access to a capable model makes the functional cognitive unit the person-plus-model dyad. Measuring the person alone becomes the wrong measurement, and every assessment instrument in psychology and education is calibrated on the wrong unit. - **Canonical cluster:** [[wiki/Cognitive Interface Layer|Cognitive Interface Layer]] - **INF-0099 — Plausible.** Once cognitive function is routinely mediated, removing the mediator produces measurable deficit, which gives the interface the standing of a prosthesis for capacities that were never lost. Dependency is not a side effect of this architecture; it is the operating condition it creates. - **Canonical cluster:** [[wiki/Cognitive Interface Layer|Cognitive Interface Layer]]  ## Simple Reminders, Quotations, and Thoughts > "Leveraging human intelligence is all well and good if the robot is used to clean the house, book your airline tickets, or drive your car." > **— Keith Devlin**, *2015, Edge annual question “What Do You Think About Machines That Think?”* [[reminders/Machine Succession/Human Intelligence Should Not Be Reduced to Serving Robots by Keith Devlin|Human Intelligence Should Not Be Reduced to Serving Robots by Keith Devlin]] > "Making people think is the best that a machine can achieve." > **— Gerd Gigerenzer**, *2015, Edge annual question “What Do You Think About Machines That Think?”* [[reminders/Machine Succession/Making People Think Is a Machine’s Highest Achievement by Gerd Gigerenzer|Making People Think Is a Machine’s Highest Achievement by Gerd Gigerenzer]] > "From the other side, neuroscientists and engineers are getting much better at augmenting human cognition, breaking down the barrier between mind and (artificial) machine." > **— Sean Carroll**, *2015, Edge annual question “What Do You Think About Machines That Think?”* [[reminders/Neural Interfaces/Neuroscience Is Dissolving the Human-Machine Barrier by Sean Carroll|Neuroscience Is Dissolving the Human-Machine Barrier by Sean Carroll]] > "In a century's time you could be lying on a beach on the east coast of Brazil, controlling a robotic device roving on the surface of Mars, and be subjected to both experiences simultaneously, as if you were in both places at once. The feedback from that robot billions of miles away will be perceived by the brain as if it was you up there." > **— Miguel Nicolelis**, *2009, Edge Annual Question, “What Will Change Everything?”* [[reminders/Neural Interfaces/A Brain on Earth Could Inhabit a Robot on Mars by Miguel Nicolelis|A Brain on Earth Could Inhabit a Robot on Mars by Miguel Nicolelis]] > "The human brain has a capacity to go not just beyond nature, but beyond culture too, by dissenting from old norms and establishing others. The emergence of the high arts and science is part of this process of the human brain, with its instrumental extra-somatic adaptations and memory stores (books, laboratories, computers), and is underpinned by the most critical thing that has been brought into being in the encultured human brain: free will." > **— Timothy Taylor**, *2006, Edge Annual Question, “What Is Your Dangerous Idea?”* [[reminders/Identity/The Brain Goes Beyond Nature Through External Memory by Timothy Taylor|The Brain Goes Beyond Nature Through External Memory by Timothy Taylor]] > "The idea that technology came before humanity and, evolutionarily, paved the way for it, is the scientific concept that I believe should be part of everybody's cognitive toolkit. We could then see that thinking through things and with things, and manipulating virtual things in our minds, is an essential part of critical self-consciousness. The ability to internalize our own creations, by abstracting them, and converting "out-there" tools into mental mechanisms, is what allows the entire scientific project." > **— Timothy Taylor**, *2011, Edge Annual Question, “What Scientific Concept Would Improve Everybody's Cognitive Toolkit?”* [[reminders/Evolution/Technology Came Before Humanity by Timothy Taylor|Technology Came Before Humanity by Timothy Taylor]] > "Efforts to change the way we think—and to enhance our cognitive capacity—are ancient. Brain enhancers come in several varieties. They can be either hardware or software, and they can be either internal or external to our bodies. External hardware includes things like cave paintings, written documents, eyeglasses, wristwatches, wearable computers, or brain-controlled machines. Internal hardware includes things like mind-altering substances, cochlear implants, or intra-cranial electrical stimulation. Internal software includes things like education, meditation, mnemonics, and cognitive therapy. And external software includes things like calendars, voting systems, search engines, and the Internet." > **— Nicholas A. Christakis**, *2010, Edge Annual Question, “How Is the Internet Changing the Way You Think?”* [[reminders/Neural Interfaces/Human Enhancement Has Always Included External Tools by Nicholas A. Christakis|Human Enhancement Has Always Included External Tools by Nicholas A. Christakis]] > "First, there is nothing new about human enhancement. Ever since the dawn of language and self-conscious thought, the human species has been engaged in a unique 'natural experiment' in progressive niche construction. We engineer our own learning environments so as to create artificial developmental cocoons that impact our acquired capacities of thought and reason. Those enhanced minds then design new cognitive niches that train new generations of minds, and so on, in an empowering spiral of co-evolving complexity. The result is that, as Herbert Simon is reputed to have said, 'most human intelligence is artificial intelligence anyway'. New and emerging technologies of human cognitive enhancement are just one more step along this ancient path." > **— Andy Clark**, *2007, Edge Annual Question, “What Are You Optimistic About?”* [[reminders/Cybernetics/Human Intelligence Has Always Coevolved With Its Tools by Andy Clark|Human Intelligence Has Always Coevolved With Its Tools by Andy Clark]]