Quantum Mechanics, the Chinese Room Experiment and the Limits of Understanding – Scientific American
Like great art, great thought experiments have implications unintended by their creators. Take philosopher John Searles Chinese room experiment. Searle concocted it to convince us that computers dont really think as we do; they manipulate symbols mindlessly, without understanding what they are doing.
Searle meant to make a point about the limits of machine cognition. Recently, however, the Chinese room experiment has goaded me into dwelling on the limits of human cognition. We humans can be pretty mindless too, even when engaged in a pursuit as lofty as quantum physics.
Some background. Searle first proposed the Chinese room experiment in 1980. At the time, artificial intelligence researchers, who have always been prone to mood swings, were cocky. Some claimed that machines would soon pass the Turing test, a means of determining whether a machine thinks.
Computer pioneer Alan Turing proposed in 1950 that questions be fed to a machine and a human. If we cannot distinguish the machines answers from the humans, then we must grant that the machine does indeed think. Thinking, after all, is just the manipulation of symbols, such as numbers or words, toward a certain end.
Some AI enthusiasts insisted that thinking, whether carried out by neurons or transistors, entails conscious understanding. Marvin Minsky espoused this strong AI viewpoint when I interviewed him in 1993. After defining consciousness as a record-keeping system, Minsky asserted that LISP software, which tracks its own computations, is extremely conscious, much more so than humans. When I expressed skepticism, Minsky called me racist.
Back to Searle, who found strong AI annoying and wanted to rebut it. He asks us to imagine a man who doesnt understand Chinese sitting in a room. The room contains a manual that tells the man how to respond to a string of Chinese characters with another string of characters. Someone outside the room slips a sheet of paper with Chinese characters on it under the door. The man finds the right response in the manual, copies it onto a sheet of paper and slips it back under the door.
Unknown to the man, he is replying to a question, like What is your favorite color?, with an appropriate answer, like Blue. In this way, he mimics someone who understands Chinese even though he doesnt know a word. Thats what computers do, too, according to Searle. They process symbols in ways that simulate human thinking, but they are actually mindless automatons.
Searles thought experiment has provoked countless objections. Heres mine. The Chinese room experiment is a splendid case of begging the question (not in the sense of raising a question, which is what most people mean by the phrase nowadays, but in the original sense of circular reasoning). The meta-question posed by the Chinese Room Experiment is this: How do we know whether any entity, biological or non-biological, has a subjective, conscious experience?
When you ask this question, you are bumping into what I call the solipsism problem. No conscious being has direct access to the conscious experience of any other conscious being. I cannot be absolutely sure that you or any other person is conscious, let alone that a jellyfish or smartphone is conscious. I can only make inferences based on the behavior of the person, jellyfish or smartphone.
Now, I assume that most humans, including those of you reading these words, are conscious, as I am. I also suspect that Searle is probably right, and that an intelligent program like Siri only mimics understanding of English. It doesnt feel like anything to be Siri, which manipulates bits mindlessly. Thats my guess, but I cant know for sure, because of the solipsism problem.
Nor can I know what its like to be the man in the Chinese room. He may or may not understand Chinese; he may or may not be conscious. There is no way of knowing, again, because of the solipsism problem. Searles argument assumes that we can know whats going on, or not going on, in the mans mind, and hence, by implication, whats going on or not in a machine. His flawed initial assumption leads to his flawed, question-begging conclusion.
That doesnt mean the Chinese room experiment has no value. Far from it. The Stanford Encyclopedia of Philosophy calls it the most widely discussed philosophical argument in cognitive science to appear since the Turing Test. Searles thought experiment continues to pop up in my thoughts. Recently, for example, it nudged me toward a disturbing conclusion about quantum mechanics, which Ive been struggling to learn over the last year or so.
Physicists emphasize that you cannot understand quantum mechanics without understanding its underlying mathematics. You should have, at a minimum, a grounding in logarithms, trigonometry, calculus (differential and integral) and linear algebra. Knowing Fourier transforms wouldnt hurt.
Thats a lot of math, especially for a geezer and former literature major like me. I was thus relieved to discover Q Is for Quantum by physicist Terry Rudolph. He explains superposition, entanglement and other key quantum concepts with a relatively simple mathematical system, which involves arithmetic, a little algebra and lots of diagrams with black and white balls falling into and out of boxes.
Rudolph emphasizes, however, that some math is essential. Trying to grasp quantum mechanics without any math, he says, is like having van Goghs Starry Night described in words to you by someone who has only seen a black and white photograph. One that a dog chewed.
But heres the irony. Mastering the mathematics of quantum mechanics doesnt make it easier to understand and might even make it harder. Rudolph, who teaches quantum mechanics and co-founded a quantum-computer company, says he feels cognitive dissonance when he tries to connect quantum formulas to sensible physical phenomena.
Indeed, some physicists and philosophers worry that physics education focuses too narrowly on formulas and not enough on what they mean. Philosopher Tim Maudlin complains in Philosophy of Physics: Quantum Theory that most physics textbooks and courses do not present quantum mechanics as a theory, that is, a description of the world; instead, they present it as a recipe, or set of mathematical procedures, for accomplishing certain tasks.
Learning the recipe can help you predict the results of experiments and design microchips, Maudlin acknowledges. But if a physics student happens to be unsatisfied with just learning these mathematical techniques for making predictions and asks instead what the theory claims about the physical world, she or he is likely to be met with a canonical response: Shut up and calculate!
In his book, Maudlin presents several attempts to make sense of quantum mechanics, including the pilot-wave and many-worlds models. His goal is to show that we can translate the Schrdinger equation and other formulas into intelligible accounts of whats happening in, say, the double-slit experiment. But to my mind, Maudlins ruthless examination of the quantum models subverts his intention. Each model seems preposterous in its own way.
Pondering the plight of physicists, Im reminded of an argument advanced by philosopher Daniel Dennett in From Bacteria to Bach and Back: The Evolution of Minds. Dennett elaborates on his long-standing claim that consciousness is overrated, at least when it comes to doing what we need to do to get through a typical day. We carry out most tasks with little or no conscious attention.
Dennett calls this competence without comprehension. Adding insult to injury, Dennett suggests that we are virtual zombies. When philosophers refer to zombies, they mean not the clumsy, grunting cannibals of The Walking Dead but creatures that walk and talk like sentient humans but lack inner awareness.
When I reviewed Dennetts book, I slammed him for downplaying consciousness and overstating the significance of unconscious cognition. Competence without comprehension may apply to menial tasks like brushing your teeth or driving a car but certainly not to science and other lofty intellectual pursuits. Maybe Dennett is a zombie, but Im not! That, more or less, was my reaction.
But lately Ive been haunted by the ubiquity of competence without comprehension. Quantum physicists, for example, manipulate differential equations and matrices with impressive competenceenough to build quantum computers!but no real understanding of what the math means. If physicists end up like information-processing automatons, what hope is there for the rest of us? After all, our minds are habituation machines, designed to turn even complex taskslike being a parent, husband or teacherinto routines that we perform by rote, with minimal cognitive effort.
The Chinese room experiment serves as a metaphor not only for physics but also for the human condition. Each of us sits alone within the cell of our subjective awareness. Now and then we receive cryptic messages from the outside world. Only dimly comprehending what we are doing, we compose responses, which we slip under the door. In this way, we manage to survive, even though we never really know what the hell is happening.
Further Reading:
Is the Schrdinger Equation True?
Will Artificial Intelligence Ever Live Up to Its Hype?
Can Science Illuminate Our Inner Dark Matter
See original here:
Quantum Mechanics, the Chinese Room Experiment and the Limits of Understanding - Scientific American
- Quantum Technologies Forum navigates present and future of quantum at USC - University of Southern California - November 16th, 2024 [November 16th, 2024]
- New 'gold-plated' superconductor could be the foundation for massively scaled-up quantum computers in the future - Livescience.com - November 16th, 2024 [November 16th, 2024]
- Quantum Technologies Could Have 8 Billion of Impact on UK Transport by 2035 - The Quantum Insider - November 16th, 2024 [November 16th, 2024]
- IBM launches R2 Heron processors that performs 5,000 two-qubit gate operations - Inceptive Mind - November 16th, 2024 [November 16th, 2024]
- Rigetti Computing Reports Third Quarter 2024 Financial Results and Business Updates - GlobeNewswire - November 16th, 2024 [November 16th, 2024]
- Qiskit Fall Fest brings the fun to quantum technology - The Lafayette - November 16th, 2024 [November 16th, 2024]
- Quantum computers touted as AI accelerator at Daesung Haegang Science Forum - The Korea JoongAng Daily - November 16th, 2024 [November 16th, 2024]
- IonQ Strengthens Technical Moat with its Latest Series of Issued Patents - Business Wire - November 16th, 2024 [November 16th, 2024]
- RIKEN, NTT, and Amplify Inc. Introduce General-Purpose Optical Quantum Computer - The Quantum Insider - November 12th, 2024 [November 12th, 2024]
- The Incredible Power of Quantum Memory - WIRED - November 10th, 2024 [November 10th, 2024]
- What Is Quantum AI? Everything to Know About This Far-Out Twist - CNET - November 10th, 2024 [November 10th, 2024]
- IonQ to Increase Performance and Scale of Quantum Computers with Photonic Integrated Circuits in Collaboration with imec - Yahoo Finance - November 10th, 2024 [November 10th, 2024]
- Why IonQ Stock Is Skyrocketing Today - The Motley Fool - November 10th, 2024 [November 10th, 2024]
- Weighty Subject: Is The Universe a Giant Quantum Gravity Computer? - The Quantum Insider - November 10th, 2024 [November 10th, 2024]
- Massachusetts is launching a new quantum computing project. An expert explains why that's a big deal not just for the state but the world -... - November 10th, 2024 [November 10th, 2024]
- IonQ Strengthens Quantum Computing Capabilities through Partnerships with imec and NKT Photonics - The Quantum Insider - November 10th, 2024 [November 10th, 2024]
- Quantum Computing Inc. 3Q Report: Focus on Loss Reduction While Building Partnerships - The Quantum Insider - November 10th, 2024 [November 10th, 2024]
- Chasing Impossible Vortices: Supersolid Discovery and the Future of Quantum Technology - The Quantum Insider - November 10th, 2024 [November 10th, 2024]
- IonQ and Ansys Partner to Integrate Quantum Computing for Accelerating CAE Simulations and Also to Use Ansys Tools for Designing Ions Quantum... - November 10th, 2024 [November 10th, 2024]
- IonQ to Increase Performance and Scale of Quantum Computers with Photonic Integrated Circuits in Collaboration with imec - Business Wire - November 10th, 2024 [November 10th, 2024]
- Calling All Gamers: Valens Games Reimagination of Gaming for a World With LLM, AI, and Quantum Computing - HSToday - November 10th, 2024 [November 10th, 2024]
- IBM, Guarding Against Tomorrows Threats Today - The Quantum Insider - November 10th, 2024 [November 10th, 2024]
- Yonsei University Establishes South Koreas First 127-Qubit Quantum Computing Center for Industry and Research - The Quantum Insider - November 10th, 2024 [November 10th, 2024]
- Building the future of chips in the USA - IBM Research - November 10th, 2024 [November 10th, 2024]
- Chinese superconducting quantum computing power sold to overseas client - Global Times - November 10th, 2024 [November 10th, 2024]
- IonQ's Third-Quarter Results: Revenue Guidance Raised Amid Strategic Acquisitions, Partnerships - The Quantum Insider - November 10th, 2024 [November 10th, 2024]
- ASEAN FinTech funding grew more than 10-fold in past decade, GenAI and Quantum Computing to power new era: FinTech in ASEAN 2024 report - Yahoo... - November 10th, 2024 [November 10th, 2024]
- Ansys and IonQ Are Bringing the Power of Quantum to the $10 Billion Dollar Computer-Aided Engineering Industry - Business Wire - November 8th, 2024 [November 8th, 2024]
- Computer Engineering faculty awarded to advance the compilation process in quantum computing - Rochester Institute of Technology - November 8th, 2024 [November 8th, 2024]
- Ansys and IonQ Are Bringing the Power of Quantum to the $10 Billion Dollar Computer-Aided Engineering Industry - StockTitan - November 8th, 2024 [November 8th, 2024]
- Quantum Machines and Nvidia use machine learning to get closer to an error-corrected quantum computer - TechCrunch - November 4th, 2024 [November 4th, 2024]
- Quantum computers are here but why do we need them and what will they be used for? - Livescience.com - November 2nd, 2024 [November 2nd, 2024]
- Rigetti and Riverlane Achieve Real-Time Quantum Error Correction on 84-Qubit System - The Quantum Insider - November 2nd, 2024 [November 2nd, 2024]
- Quantum Computing Announces Strategic Partnerships and Pre-Orders Ahead of 2025 Foundry Opening - Yahoo Finance - November 2nd, 2024 [November 2nd, 2024]
- Where Will IonQ Be in 3 Years? - The Motley Fool - November 2nd, 2024 [November 2nd, 2024]
- In the Fight Against Noisy Quantum Computing, CVaR Proves a Worthy Opponent - The Quantum Insider - November 2nd, 2024 [November 2nd, 2024]
- Riverlane CEO Asks: What Will We Do With Error-Corrected Quantum Computers? - The Quantum Insider - November 2nd, 2024 [November 2nd, 2024]
- Gulf bets on a quantum computing leap - Arabian Gulf Business Insight - November 2nd, 2024 [November 2nd, 2024]
- Fully Operational Rigetti QPU Included in UKs Recently Opened National Quantum Computer Centre - GlobeNewswire - November 2nd, 2024 [November 2nd, 2024]
- Guest EditorialQuantum Computing: A Beacon of Transformation for the Oil and Gas Industry - Society of Petroleum Engineers (SPE) - November 2nd, 2024 [November 2nd, 2024]
- A Race to The End of Time - Brown Political Review - November 2nd, 2024 [November 2nd, 2024]
- Study observes a phase transition in magic of a quantum system with random circuits - Phys.org - November 2nd, 2024 [November 2nd, 2024]
- Securing tomorrow: What you should know about protecting data in the future - Clemson News - November 2nd, 2024 [November 2nd, 2024]
- Heres the paper no one read before declaring the demise of modern cryptography - Ars Technica - November 2nd, 2024 [November 2nd, 2024]
- Rigetti and Riverlane Progress Towards Fault Tolerant Quantum Computing with Real-Time and Low Latency Error Correction on Rigetti QPU - StockTitan - November 2nd, 2024 [November 2nd, 2024]
- NIST approves 14 new quantum encryption algorithms for standardization - Nextgov/FCW - November 2nd, 2024 [November 2nd, 2024]
- ORCA Computing Unveils The PT-2: Delivering Quantum-Enhanced Generative AI Capabilities - The Quantum Insider - November 2nd, 2024 [November 2nd, 2024]
- UK quantum computer cluster opens on site of Cold War atomic "holy of holies" - The Stack - November 2nd, 2024 [November 2nd, 2024]
- D-Wave Announces Appointment of Two New Board Members - Business Wire - November 2nd, 2024 [November 2nd, 2024]
- IonQs Quantum Surge: Ride the Wave or Cash Out? - MarketBeat - November 2nd, 2024 [November 2nd, 2024]
- D-Wave Deemed Awardable Vendor for US Department of Defense Chief Digital and Artificial Intelligence Offices Tradewinds Solutions Marketplace -... - November 2nd, 2024 [November 2nd, 2024]
- Challenges and opportunities in quantum optimization - Nature.com - November 2nd, 2024 [November 2nd, 2024]
- Quantum Computing, Inc. Announces Strategic Partnerships and Pre-Orders Ahead of 2025 Quantum Photonic Chip Foundry Opening - PR Newswire - November 2nd, 2024 [November 2nd, 2024]
- Bridging Cities with Quantum Links in Pursuit of the Quantum Internet - The Quantum Insider - November 2nd, 2024 [November 2nd, 2024]
- Quantum Computing, Inc. Announces Strategic Partnerships and Pre-Orders Ahead of 2025 Quantum Photonic Chip Foundry Opening - StockTitan - November 2nd, 2024 [November 2nd, 2024]
- UK's Newly Opened National Quantum Computing Centre Designed to Push The Boundaries of What is Possible With Quantum - The Quantum Insider - November 2nd, 2024 [November 2nd, 2024]
- Scientists build the smallest quantum computer in the world it works at room temperature and you can fit it on your desk - Livescience.com - October 24th, 2024 [October 24th, 2024]
- No, China Isnt a Decade Ahead of The U.S. in Quantum Computing (Probably) - The Quantum Insider - October 24th, 2024 [October 24th, 2024]
- Quantum Computing, Inc. to Host Third Quarter 2024 Shareholder Call on Wednesday, November 6, 2024 - StockTitan - October 24th, 2024 [October 24th, 2024]
- Quantum Computing, Inc. to Host Third Quarter 2024 Shareholder Call on Wednesday, November 6, 2024 - Quantisnow - October 24th, 2024 [October 24th, 2024]
- One Skyrmion to Rule Them All: Noise Resilience and Data Storage Solutions for Quantum Computing and Spintronics - The Quantum Insider - October 24th, 2024 [October 24th, 2024]
- Plotting the inevitable rise of quantum computing - Business Weekly - October 24th, 2024 [October 24th, 2024]
- The Netherlands to host an EU quantum computer in Amsterdam - DutchNews.nl - October 24th, 2024 [October 24th, 2024]
- Qubits Manipulated on the Fly - Physics - October 24th, 2024 [October 24th, 2024]
- Quantum Computing, Inc. to Host Third Quarter 2024 Shareholder Call on Wednesday, November 6, 2024 - WV News - October 24th, 2024 [October 24th, 2024]
- Scientists build the smallest quantum computer in the world it works at room temperature and you can fit it on your desk - MSN - October 24th, 2024 [October 24th, 2024]
- Scalable Silicon Spin Qubits Achieve Over 99% Fidelity for Quantum Computing with CMOS Technology - The Quantum Insider - October 24th, 2024 [October 24th, 2024]
- Multiverse Computing Expands to US with New San Francisco Office to Drive Quantum AI Adoption - HPCwire - October 24th, 2024 [October 24th, 2024]
- LUCI in The Surface Codes With Drop Outs: Google Quantum AI Researchers Report Framework Could Help Reduce Errors - The Quantum Insider - October 24th, 2024 [October 24th, 2024]
- Chinese scientists claim they broke RSA encryption with a quantum computer but there's a catch - Livescience.com - October 23rd, 2024 [October 23rd, 2024]
- Riverlanes Quantum Error Correction Report: Defining the Path to Fault-Tolerant Computing and the MegaQuOp Milestone - The Quantum Insider - October 23rd, 2024 [October 23rd, 2024]
- Quantum Computing, Inc. Enters Final Stage of Commissioning Quantum Photonic Chip Foundry in Tempe, Arizona - Yahoo Finance - October 23rd, 2024 [October 23rd, 2024]
- Why experts are warning businesses to prepare for quantum now or face critical cyber risks when it arrives - ITPro - October 23rd, 2024 [October 23rd, 2024]
- Quantum Computers Expected to Be Useful by 2026, Survey - IoT World Today - October 23rd, 2024 [October 23rd, 2024]
- ParTec AG and HZDR to Build AI Supercomputer Supporting Research in AI, Quantum Computing, and HPC - The Quantum Insider - October 23rd, 2024 [October 23rd, 2024]
- Pete Shadbolt on Tackling the Challenges of Quantum Computing & Its Future Impact on Everyday Life - The Quantum Insider - October 23rd, 2024 [October 23rd, 2024]
- How to build a quantum computer that's actually useful - Space Daily - October 23rd, 2024 [October 23rd, 2024]
- Quantum Algorithms for Faster Pattern Matching in Genomics and Text Processing, and Data-Intensive Applications - The Quantum Insider - October 23rd, 2024 [October 23rd, 2024]
- 2025 Tech Trends Report: New Insights on IT Investment in AI, Quantum Computing, and Cybersecurity Published by Info-Tech Research Group - PR Newswire - October 23rd, 2024 [October 23rd, 2024]
- Next Quantum Computer Comes To Netherlands - Mirage News - October 23rd, 2024 [October 23rd, 2024]