Skip to content
  • About
  • Contact
  • Contribute
  • My Book
  • Careers
  • Podcast
  • Transcripts
  • Speaking
KevinMD
  • 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
    • My Book
    • Careers
    • Podcast
    • Transcripts
    • Speaking
KevinMD
  • 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
    • My Book
    • Careers
    • Podcast
    • Transcripts
    • Speaking
  • About Kevin Pho, MD, Founder of KevinMD
  • Be heard on social media’s leading physician voice
  • Contact Kevin
  • Custom enhanced author page pricing
  • DMCA Policy
  • Establishing, Managing, and Protecting Your Online Reputation: A Social Media Guide for Physicians and Medical Practices
  • KevinMD influencer opportunities
  • Opinion and commentary by KevinMD
  • Physician burnout speakers to keynote your conference
  • Physician Coaching by KevinMD
  • Physician keynote speaker: Kevin Pho, MD
  • Physician Speaking by KevinMD: a boutique speakers bureau
  • Primary care physician in Nashua, NH | Kevin Pho, MD
  • Privacy Policy
  • Recommended services by KevinMD
  • Terms of Use Agreement
  • Thank you for subscribing to KevinMD
  • Thank you for upgrading to the KevinMD enhanced author page
  • Upgrade to the KevinMD enhanced author page

Understanding Moore’s Law and the exponential growth of technology

Richard A. Lawhern, PhD
Conditions and Diseases
February 25, 2026
Share
Tweet
Share

When I was a teenager, practical computers did not yet exist. In 1966, my first exposure to a computer in engineering school was a room-sized mainframe whose fast memory consisted of a foot-tall rotating magnetic disc that could store 8,000 “bytes” (each byte containing eight “bits,” which allow for 256 possible values representing alphabetic letters or numbers).

At the time, we could forget about storing the full text of the King James Version of the Bible on anything faster than magnetic tape: That would have required about five “Mega” bytes, more than 2,000 rotating magnetic disks.

The laws of technological growth

Many competent technologists have since tracked the growth of computer technology. From their observations, we have derived certain “laws”:

  • Moore’s Law: Gordon Moore, a co-founder of Intel, observed in 1965 that the number of transistors on a chip roughly doubles every year, later increased to every two years in 1975, while costs stay stable or drop.
  • Rock’s Law: Semiconductor fabrication costs double every four years. This is also known as Moore’s second law.
  • Kryder’s Law: Disk storage density doubles about every 13 months.
  • Nielsen’s Law: Internet bandwidth for users grows 50 percent per year.

Our status today

The classic transistor-doubling pace has slowed due to atomic-scale limits, but innovations like 3D stacking and new materials sustain our overall scientific progress.

Flash forward 60 years and remember the power of compounded interest and inflation. Everything grows over time, even if we are not paying attention. These days, the Samsung Galaxy S24 Ultra leads technology by providing 2 terabytes of memory in a package you can carry in your pants pocket. That is two million megabytes. It is enough to store 400,000 King James Bibles without illustrations.

Today, AI-based search engines using large data farms of multiple computers refreshed constantly over the internet can access an exabyte of text. An exabyte is a million million megabytes. The maximum estimated storage capacity of the human brain is only about 2.5 thousand million megabytes.

(Is anybody getting lost yet?)

These days, I sometimes find myself wandering into my kitchen and then wondering what I came in here for.

The computers are catching up and surpassing us at an alarming rate. I think we humans might be headed for deep trouble. We had better hope that our computers develop some common sense, patience, and self-awareness. Else we might find ourselves taken over by machines that are decidedly peeved with our human foibles. Does anybody remember the computer HAL in 2001: A Space Odyssey?

Richard A. Lawhern is a nationally recognized health care educator and patient advocate who has spent nearly three decades researching pain management and addiction policy. His extensive body of work, including over 300 published papers and interviews, reflects a deep critique of U.S. health care agencies and their approaches to chronic pain treatment. Now retired from formal academic and hospital affiliations, Richard continues to engage with professional and public audiences through platforms such as LinkedIn, Facebook, and his contributions to KevinMD. His advocacy extends to online communities like Protect People in Pain, where he works to elevate the voices of patients navigating restrictive opioid policies. Among his many publications is a guideline on opioid use for chronic non-cancer pain, reflecting his commitment to evidence-based reform in pain medicine.

Prev

From glucose to vascular health: the future of diabetes care

February 25, 2026 Kevin 0
…
Next

Insulin resistance is not a disease: a metabolic reframe

February 25, 2026 Kevin 0
…

Tagged as: Pain Management

< Previous Post
From glucose to vascular health: the future of diabetes care
Next Post >
Insulin resistance is not a disease: a metabolic reframe

ADVERTISEMENT

More by Richard A. Lawhern, PhD

  • Why are doctors prosecuted for prescribing opioids?

    Richard A. Lawhern, PhD
  • Prescribing is down, opioid overdose deaths are not

    Richard A. Lawhern, PhD
  • 25 of 32 years of life expectancy came from this

    Richard A. Lawhern, PhD

Related Posts

  • Are clinicians complicit in the Fentanyl epidemic?

    Janet Tamaren, MD
  • Think twice before prescribing opioids as a first-line treatment for pain

    Gary Call, MD
  • Cannabis compounds in fracture pain relief and healing

    L. Joseph Parker, MD
  • How medicine repurposing enables value-based pain management and insomnia therapy

    Olumuyiwa Bamgbade, MD
  • When state legislators are given the opportunity, they vote overwhelmingly for doctor autonomy in pain treatment

    Richard A. Lawhern, PhD
  • Euphoria-free pain relief: A gabapentin alternative you’ve been waiting for?

    L. Joseph Parker, MD

More in Conditions and Diseases

  • Conservative care for back pain is not “wait and see”

    Patrick Roth, MD
  • How patient advocacy in the hospital can prevent a stroke

    Ashley Youngdale
  • The hidden link between childhood trauma and addiction

    Ronke Lawal, MBA
  • Early Alzheimer’s detection is now a treatment decision

    Dr. Emer MacSweeney
  • Beyond 5 percent quit rates: nicotine harm reduction

    Julie K. Gunther, MD
  • 5 ways hospitals can reduce medical malpractice claims

    Colleen Naglee, MD, JD
  • Most Popular

  • Past Week

    • The MCAT requirement persists as a norm, not as a tool

      Aniruth Ananthanarayanan | Medical Education
    • Leaving insurance-based practice while burned out is a trap

      Suzanne Gilberg-Lenz, MD | Physician
    • The gut microbiome and mental health are interconnected

      Sidhartha Gautam Senapati, MD | Conditions and Diseases
    • Why are doctors prosecuted for prescribing opioids?

      Richard A. Lawhern, PhD | Conditions and Diseases
    • When difficulty swallowing pills looks like noncompliance

      Laurel A. Coons, PhD | Conditions and Diseases
    • Insurance consolidation is a patient safety problem

      American Society of Anesthesiologists | Health Policy
  • Past 6 Months

    • Primary care crisis requires new training and skills

      Justin Oldfield, MD | Physician
    • The MCAT requirement persists as a norm, not as a tool

      Aniruth Ananthanarayanan | Medical Education
    • Polycystic ovary syndrome is more than ovarian

      Oluyemisi Famuyiwa, MD | Conditions and Diseases
    • DEA fear is reshaping how doctors prescribe

      Ronald L. Lindsay, MD | Physician
    • Why physicians miss business owner stress in patients

      Timothy Lesaca, MD | Physician
    • Reclaiming the lost art of the physical exam

      Ann Lebeck, MD | Physician
  • Recent Posts

    • The direct primary care HSA rule did not fix access

      Dana Y. Lujan, MBA | Health Policy
    • Conservative care for back pain is not “wait and see”

      Patrick Roth, MD | Conditions and Diseases
    • How to lead a team through uncertainty without breaking trust [PODCAST]

      The Podcast by KevinMD | Podcast
    • Clinical documentation workflow is not just an AI fix

      Sterling Garde | Health Technology
    • How patient advocacy in the hospital can prevent a stroke

      Ashley Youngdale | Conditions and Diseases
    • The hidden link between childhood trauma and addiction

      Ronke Lawal, MBA | 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 MCAT requirement persists as a norm, not as a tool

      Aniruth Ananthanarayanan | Medical Education
    • Leaving insurance-based practice while burned out is a trap

      Suzanne Gilberg-Lenz, MD | Physician
    • The gut microbiome and mental health are interconnected

      Sidhartha Gautam Senapati, MD | Conditions and Diseases
    • Why are doctors prosecuted for prescribing opioids?

      Richard A. Lawhern, PhD | Conditions and Diseases
    • When difficulty swallowing pills looks like noncompliance

      Laurel A. Coons, PhD | Conditions and Diseases
    • Insurance consolidation is a patient safety problem

      American Society of Anesthesiologists | Health Policy
  • Past 6 Months

    • Primary care crisis requires new training and skills

      Justin Oldfield, MD | Physician
    • The MCAT requirement persists as a norm, not as a tool

      Aniruth Ananthanarayanan | Medical Education
    • Polycystic ovary syndrome is more than ovarian

      Oluyemisi Famuyiwa, MD | Conditions and Diseases
    • DEA fear is reshaping how doctors prescribe

      Ronald L. Lindsay, MD | Physician
    • Why physicians miss business owner stress in patients

      Timothy Lesaca, MD | Physician
    • Reclaiming the lost art of the physical exam

      Ann Lebeck, MD | Physician
  • Recent Posts

    • The direct primary care HSA rule did not fix access

      Dana Y. Lujan, MBA | Health Policy
    • Conservative care for back pain is not “wait and see”

      Patrick Roth, MD | Conditions and Diseases
    • How to lead a team through uncertainty without breaking trust [PODCAST]

      The Podcast by KevinMD | Podcast
    • Clinical documentation workflow is not just an AI fix

      Sterling Garde | Health Technology
    • How patient advocacy in the hospital can prevent a stroke

      Ashley Youngdale | Conditions and Diseases
    • The hidden link between childhood trauma and addiction

      Ronke Lawal, MBA | Conditions and Diseases

MedPage Today Professional

An Everyday Health Property Medpage Today

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

  • Terms of Use | Disclaimer
  • 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...