Skip to content
  • About
  • Contact
  • Contribute
  • What Physicians Say
  • My Book
  • Careers
  • Podcast
  • Speaking
KevinMD.com — Social media's leading physician voice
  • All
  • Physician
  • Burnout
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
  • All
  • Physician
  • Burnout
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
    • All
    • Physician
    • Burnout
    • Practice
    • Policy
    • Finance
    • Conditions
    • .edu
    • Patient
    • Meds
    • Tech
    • Social
    • About
    • Contact
    • Contribute
    • What Physicians Say
    • My Book
    • Careers
    • Podcast
    • Speaking
KevinMD.com — Social media's leading physician voice
  • All
  • Physician
  • Burnout
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
    • All
    • Physician
    • Burnout
    • Practice
    • Policy
    • Finance
    • Conditions
    • .edu
    • Patient
    • Meds
    • Tech
    • Social
    • About
    • Contact
    • Contribute
    • What Physicians Say
    • My Book
    • Careers
    • Podcast
    • Speaking
  • About Kevin Pho, MD, Founder of KevinMD
  • Aging and dementia: what physicians say, in their own words
  • Artificial intelligence: what physicians say, in their own words
  • Be heard on social media’s leading physician voice
  • Board certification: what physicians say about the boards and MOC, in their own words
  • Cancer: what physicians say, in their own words
  • Children’s health: what pediatricians say, in their own words
  • Contact Kevin
  • COVID-19: what physicians wrote as it happened
  • Custom enhanced author page pricing
  • Diabetes and obesity: what physicians say, in their own words
  • Direct primary care: what physicians say, in their own words
  • DMCA Policy
  • End of life: what physicians say, in their own words
  • Establishing, Managing, and Protecting Your Online Reputation: A Social Media Guide for Physicians and Medical Practices
  • GLP-1 drugs: what physicians say about Ozempic and its successors, in their own words
  • Heart disease: what physicians say, in their own words
  • Immigration and medicine: what physicians say about immigrant doctors and immigrant patients, in their own words
  • KevinMD influencer opportunities
  • Medical errors: what physicians say, in their own words
  • Medical ethics: what physicians say, in their own words
  • Medical malpractice: what physicians say, in their own words
  • Medical school: what students and physicians say, in their own words
  • Mental health: what psychiatrists and physicians say, in their own words
  • Nursing: what nurses and physicians say, in their own words
  • Opinion and commentary by KevinMD
  • Opioids: what physicians and pain patients say, in their own words
  • Physician burnout speakers to keynote your conference
  • Physician burnout: what physicians say, in their own words
  • Physician careers: what physicians say about jobs, contracts, and leaving clinical practice, in their own words
  • Physician Coaching by KevinMD
  • Physician keynote speaker: Kevin Pho, MD
  • Physician personal finance: what physicians say about their own money, in their own words
  • Physician Speaking by KevinMD: a boutique speakers bureau
  • Physician suicide: what physicians say, in their own words
  • Physicians and administrators: what physicians say about who runs medicine, in their own words
  • Primary care physician in Nashua, NH | Kevin Pho, MD
  • Primary care: what physicians say, in their own words
  • Prior authorization: what physicians say, in their own words
  • Privacy Policy
  • Private equity and corporate medicine: what physicians say, in their own words
  • Race and medicine: what physicians say, in their own words
  • Recommended services by KevinMD
  • Residency: what residents and attendings say, in their own words
  • Scope of practice: what physicians, nurse practitioners, and PAs say, in their own words
  • Subscribe to the KevinMD enhanced author page
  • Subscribe to the newsletter
  • Surgeons and surgery: what surgeons say, in their own words
  • Take-home messages: what physicians say when asked to leave one
  • Terms of Use Agreement
  • Thank you for subscribing to KevinMD
  • Thank you for upgrading to the KevinMD enhanced author page
  • The electronic health record: what physicians say, in their own words
  • Vaccines: what physicians say, in their own words
  • Violence against health care workers: what physicians and nurses say, in their own words
  • What physicians say: the KevinMD records
  • Women in medicine: what women physicians say, in their own words
  • Women’s health: what physicians say, in their own words

Human nature will help patients better than any algorithm or AI

Jack Freeman, MD
Health Technology
March 4, 2022
Share
Tweet
Share

Tapping into the mindset of one of the most villainous cinematic computers, the HAL 9000 of 2001 A Space Odyssey, may provide introspection to save us from the same paranoid meltdown that led HAL (spoiler alert) to embark on a murderous rampage. Homicidal activity should not be a lurking risk in any of us, but burnout is.

Briefly, in case you are unfamiliar with Stanly Kubrick and Arthur C. Clarke’s sci-fi masterpiece: a non-naturally occurring monolith is discovered beneath the surface of the moon. There is intelligent life out there. When sunlight hits the monolith for the first time after being unlunared, it sends a signal toward Jupiter. The spaceship Discovery One is launched to explore. Aboard is a crew of three hibernating astronauts who know of the monolith’s existence, two non-hibernating astronauts unaware of the monolith, and one artificial intelligence computer, HAL. HAL has control of all systems aboard.

On the way to Jupiter, HAL murders the hibernating crew by shutting off their life support, killing one of the non-hibernating astronauts while on an extravehicular repair mission, and refusing entry back aboard Discovery One to the remaining astronaut stuck helmetless in his EVA pod.

Why? Why did HAL kill? According to his creator, Dr. Chandra, HAL was constructed for “the accurate processing of information without distortion or concealment,” yet the National Security Council had programmed HAL to hide the true mission — which was to study the monolith and existence of extraterrestrial life — from the non-hibernating crew. These incongruent orders caused internal conflict that the advanced artificial intelligence of HAL decided to resolve by killing the crew. With the crew dead, HAL could continue the mission without disobeying orders.

Conflicting orders … familiar?

How about antibiotic stewardship versus surviving sepsis campaigns? Could I be the only physician being bombarded with alerts from the sepsis champions that my 19-year-old patient with low-grade fever, mild tachycardia, non-toxic appearance, and viral sounding symptoms does not need triple parenteral antibiotic coverage within the hour of signing into the emergency department? Of course, I am not. My hospital recently mandated that physicians complete a course on antibiotic stewardship addressing the perils of antibiotic misuse and overuse. I complied only to come on the shift in the ED and be challenged by sepsis champions monitoring the EHR messaging me that I should be activating sepsis protocols on patients felt were not septic. I feel like HAL.

With a bit of sarcasm mixed with a hope of decreasing stress from the paradox that has become the practice of emergency medicine, I dreamt of the sepsis champions having to complete the same antibiotic stewardship training I just completed. Or, even better, have the antibiotic stewards engage the sepsis champions in a duke-em-out fashion. Though, I doubt this would truly solve our paradox, at least there would be a time they are distracted and we can practice true medicine that takes into account vital signs, labs, patient presentation, etc., and we providers actually seeing the patients can provide appropriate treatments.

That is not likely to happen.

HAL was advanced artificial intelligence who came up with a solution to his paradox. We are better than HAL. We can understand HAL’s paradox, but we are smarter and better than HAL. We understand that the surviving sepsis champions are warning against well-appearing patients with worrisome labs or vital signs so that our guard is up, and the antibiotic stewards are warning us of potential pitfalls when we neglect our clinical acumen and overprescribe antimicrobials.

As humans, we can fall to the stress this dichotomy brings on a daily basis to the practice of emergency, or we can embrace our intelligence. We know that even the most sophisticated artificial intelligence of fiction succumbed to contradictory orders. Yet, we are intelligent and can see more than one alternative solution. We can evaluate the best options and argue with opposing views.

After all, our intelligence allows us to realize that we all want the best outcomes for our patients. Rather than hounding us on one view, we are all wanting good outcomes, and those remote people driving patient management are only doing so in a suggestive manner, not demanding. We are still the patients’ physicians. We are still in control. We still know best what to do. Do not implode like HAL. Rather, take the advice and execute it, or message back informative reasons the advice is not warranted for this patient. Human nature will help patients better than any algorithm or AI.

Remember, we are better than AI. Otherwise, those stewards and champions hiding behind the curtains would be managing patients. We all, stewards, champions, and providers are on the same page, that is, to help the patient. We are better than AI. The patients need us.

Jack Freeman is an emergency physician.

Image credit: Shutterstock.com

ADVERTISEMENT

Tagged as: Emergency Medicine, Health IT and AI in Medicine

< Previous Post
Am I a doctor or a contingency plan?
Next Post >
Digital apps and sustaining mental health [PODCAST]

 

ADVERTISEMENT

Related Posts

  • Are patients using social media to attack physicians?

    David R. Stukus, MD
  • You are abandoning your patients if you are not active on social media

    Pat Rich
  • A love letter to patients

    Marcie Costello
  • Patients are not passengers

    Christopher Noll, RN, MSN
  • Expensive Medicare patients aren’t who you think

    Peter Ubel, MD
  • Under-addressed mediators of adherence: personality in patients

    Trisha Kaundinya

More in Health Technology

  • Families see it first: chatbots and psychosis

    AI chatbots and psychosis: Families see the harm first

    Nicole Drapeau Gillen
  • Charting after bedtime: why speed never fixes it

    After-hours charting isn’t a backlog. It’s a team problem.

    Karan Kanwar
  • Who does the thinking when software makes the call

    AI and physician judgment: the risk when AI is mostly right

    Matt Hasan, PhD
  • Why AI fails in health care: Your data is the problem

    Michael Meucci
  • Digital noise in health care is fragmenting clinical focus

    Michael Palladino, PharmD, MBA
  • An AI pain study says models would delete your photos

    Arthur Lazarus, MD, MBA
  • Most Popular

  • Past Week

    • The insurance maze that single-payer health care would end

      Ilana Slaff-Galatan, MD | Physician
    • The conflict of interest that discloses as nothing

      Martha Rosenberg | Medications
    • How to reassure patients: 5 steps beyond normal tests

      Devina Maya Wadhwa, MD | Physician
    • The real risk of medical tourism complications is distance

      David Feldmar, MD | Conditions and Diseases
    • AI in prior authorization: 3 contract questions for 2027

      Matt Hasan, PhD | Health Policy
    • How to build a dementia care pathway, not a referral sheet

      Gerald Kuo | Health Policy
  • Past 6 Months

    • Why CDC opioid guidelines get the overdose data wrong

      Richard A. Lawhern, PhD | Conditions and Diseases
    • Retirement isn’t the end of medicine, it’s a second act [PODCAST]

      The Podcast by KevinMD | Podcast
    • Sensory processing in autism and the brain’s volume control

      Josette Pelatan, PhD | Conditions and Diseases
    • What maternity care deserts cost a town

      Manisha Kaliaperumal | Health Policy
    • Why medicine needs a national physician license now

      Vaishali Popat, MD, MPH | Physician
    • A cold cost $945. The cost of primary care is broken.

      Susan Newman, MD | Physician
  • Recent Posts

    • The real risk of medical tourism complications is distance

      David Feldmar, MD | Conditions and Diseases
    • Judgment over memory: rethinking medical school

      5 competencies the future of medical education requires

      Narinder Singh Parhar, MD | Medical Education
    • Families see it first: chatbots and psychosis

      AI chatbots and psychosis: Families see the harm first

      Nicole Drapeau Gillen | Health Technology
    • Hearing screening in primary care is a single question

      Rachel Artsma, AuD | Conditions and Diseases
    • Charting after bedtime: why speed never fixes it

      After-hours charting isn’t a backlog. It’s a team problem.

      Karan Kanwar | Health Technology
    • Autism behavior therapy needs a physician in the room

      Suzanne Goh, MD | Conditions and Diseases

Subscribe to KevinMD and never miss a story!

Get free updates delivered free to your inbox.


Find jobs at
Careers by KevinMD.com

Search thousands of physician, PA, NP, and CRNA jobs now.

Learn more

Leave a Comment

Founded in 2004 by Kevin Pho, MD, KevinMD.com is the web’s leading platform where physicians, advanced practitioners, nurses, medical students, and patients share their insight and tell their stories.

Social

  • Like on Facebook
  • Follow on Twitter
  • Connect on Linkedin
  • Subscribe on Youtube
  • Instagram

ADVERTISEMENT

  • Most Popular

  • Past Week

    • The insurance maze that single-payer health care would end

      Ilana Slaff-Galatan, MD | Physician
    • The conflict of interest that discloses as nothing

      Martha Rosenberg | Medications
    • How to reassure patients: 5 steps beyond normal tests

      Devina Maya Wadhwa, MD | Physician
    • The real risk of medical tourism complications is distance

      David Feldmar, MD | Conditions and Diseases
    • AI in prior authorization: 3 contract questions for 2027

      Matt Hasan, PhD | Health Policy
    • How to build a dementia care pathway, not a referral sheet

      Gerald Kuo | Health Policy
  • Past 6 Months

    • Why CDC opioid guidelines get the overdose data wrong

      Richard A. Lawhern, PhD | Conditions and Diseases
    • Retirement isn’t the end of medicine, it’s a second act [PODCAST]

      The Podcast by KevinMD | Podcast
    • Sensory processing in autism and the brain’s volume control

      Josette Pelatan, PhD | Conditions and Diseases
    • What maternity care deserts cost a town

      Manisha Kaliaperumal | Health Policy
    • Why medicine needs a national physician license now

      Vaishali Popat, MD, MPH | Physician
    • A cold cost $945. The cost of primary care is broken.

      Susan Newman, MD | Physician
  • Recent Posts

    • The real risk of medical tourism complications is distance

      David Feldmar, MD | Conditions and Diseases
    • Judgment over memory: rethinking medical school

      5 competencies the future of medical education requires

      Narinder Singh Parhar, MD | Medical Education
    • Families see it first: chatbots and psychosis

      AI chatbots and psychosis: Families see the harm first

      Nicole Drapeau Gillen | Health Technology
    • Hearing screening in primary care is a single question

      Rachel Artsma, AuD | Conditions and Diseases
    • Charting after bedtime: why speed never fixes it

      After-hours charting isn’t a backlog. It’s a team problem.

      Karan Kanwar | Health Technology
    • Autism behavior therapy needs a physician in the room

      Suzanne Goh, MD | Conditions and Diseases

Copyright © 2026 KevinMD.com | Powered by Astra WordPress Theme

  • Terms of Use Agreement
  • Privacy Policy
  • DMCA Policy
All Content © KevinMD, LLC
Site by Outthink Group

Leave a Comment

Comments are moderated before they are published. Please read the comment policy.

Loading Comments...