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How California’s Climate Hypocrisy Created an Insurance Crisis


State Farm and Farmer’s (the largest and second largest property insurance companies in California) have stopped selling new home insurance policies in the state. And Allstate (the fourth largest property insurance company in California) has limited the number of new home insurance customers it will accept in California. To understand why this is happening, we need to go back in time 17 years.

In 2006, California state lawmakers passed the Global Warming Solutions Act which starts off by stating that “global warming poses a serious threat to the economic well-being, public health, natural resources, and environment of California” with potential adverse impacts that include hotter, drier summers.

Lawmakers used that assessment to justify imposing various fees and taxes on greenhouse gas emitters, but, simultaneously, they kept it illegal for home insurance companies to use climate change models when setting prices for premiums. Instead, insurance carriers that write policies which cover catastrophic fire damage are required to set their prices using a “multi-year, long-term average of catastrophic claims [over] at least 20 years.” They CANNOT base prices on computer climate models that estimate forward-looking wildfire risk.

That’s problematic because the climate *is* changing, as evidenced by the steadily increasing number of acres burned by wildfires in the U.S. each year. The number of acres burned by wildfire each year nowadays is roughly 3-4 times what it was in the 1980s.

To visualize just how big the gap is between reality and the California Insurance Code, the plot below shows the total (cumulative) acres of U.S. federal wilderness land which have burned in wildfires since the start of 2002 (blue line), and compares it against what the total acres burned should have been if reality matched the 20-year historical moving average that catastrophic insurance prices are required to use (red line).

The blue line above the red line means that wildfires are affecting tens of millions of acres above what would be expected from a historical 20-year average. And that’s just land area. What we really care about is money.

Over two decades of cumulative underwriting profit were wiped out in 2017 and 2018 due in large part to a series of massively destructive fires, including:

  • December 2017: Thomas Fire (1,063 structures destroyed, over $2.2 billion in property damage, and over $171 million of losses to the agriculture industry)
  • July 2018: Carr Fire (1,604 structures destroyed and more than $1.5 billion in property damage)
  • July 2018: Mendocino Complex Fire (280 structures destroyed with over $250 million in total fire-related costs)
  • November 2018: Camp Fire (18,804 structures destroyed with over $16.5 billion in property damage)

And that doesn’t even include the most recent data from 2020 and 2021 which had even more intense fire seasons.

State Farm alone recorded an underwriting loss of $13.2 billion in 2022. And yet California’s lawmakers and insurance regulators claim no responsibility for the company pulling out of the state:

“The factors driving State Farm’s decision [to stop writing new policies in California] are beyond our control, including climate change…”

California Department of Insurance statement

You heard that, right? The California Department of Insurance knows that climate change is massively increasing wildfire risk, yet they won’t let insurance carriers price in that risk. It’s ironic, actually. California has one of the highest exposures to increasing climate change risk of any state due to its size and geography, but the California insurance commissioner has barely approved any rate increases in the last decade.

StateAverage Homeowner’s Insurance Premium in 2010Average Homeowner’s Insurance Premium in 20188-Year Change
Louisiana$1546$198728.5%
Florida$1544$196026.9%
Texas$1560$195525.3%
Colorado$926$161674.5%
California$939$107314.3%
United States$909$124937.4%
Source: Insurance Information Institute

As you can see from the table above, the average homeowner’s insurance premium in the U.S. went up by 37.4%, but the average homeowner’s insurance premium in California went up by only 14.3% — about 2.5 times less!

The immediate solution to the insurance crisis is simple, and it’s a solution that the banking industry already adopted years ago in response to the financial crisis: Forward-looking risk estimates.

Like the insurance industry, the banking industry used to estimate credit risk based on historical data. However, after the financial crisis, bank regulators started to think that perhaps banks should be a bit more forward looking in how they estimate credit risk. Bank regulators eventually mandated a new framework called CECL, which stands for Current Expected Credit Losses. CECL is the amount of money a bank expects to lose based not only on historical data but also on future projections that account for possible changes in macroeconomic conditions.

The insurance industry needs something analogous: CEPL (Current Expected Property Losses). California’s insurance regulators need to pass new rules that allow property insurance carriers to set the price of premiums based on forward-looking current expectations of future property losses which might differ from historical trends based on changing climate conditions.

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References

[1] State Farm statement that it won’t accept any new business or personal property insurance applications starting May 27, 2023

[2] The Nature Conservancy & UC Santa Barbara: Long-term trends in wildfire damages in California

[3] Ecology Law Quarterly: California’s ban on climate-informed models for wildfire insurance premiums

[4] California Insurance Code

[5] California Code of Regulations Title 10, Section 2644.4 — Projected Losses

[6] California Code of Regulations Title 10, Section 2644.5 — Catastrophe Adjustment

  • “In those insurance lines and coverages where catastrophes occur, the catastrophic losses of any one accident year in the recorded period are replaced by a loading based on a multi-year, long-term average of catastrophe claims. The number of years over which the average shall be calculated shall be at least 20 years for homeowners multiple peril fire…”

[7] California Code of Regulations Title 10, Section 2644.6 — Loss Development

  • “Loss development” is the process by which reported losses are adjusted for anticipated payout patterns. However, loss development data excludes catastrophes.

[8] California Code of Regulations Title 10, Section 2644.6 — Loss and Premium Trend

  • California regulations define the terms “loss trend” and “premium trend” both refer to the process by which forces not reflected in historical loss and premium data are expected to affect losses and premiums in the rating period. However, that is a deceptive definition because the “trend” is legally required to exclude catastrophes. So, for example, an increasing frequency of catastrophes due to climate change would not be detected by any “loss trend” or “premium trend”.

[9] California Code of Regulations Title 10, Article 4 – Determination of Reasonable Rates

[10] Biggest insurance companies in California

[11] Property & Casualty Insurance Industry – NAIC 2021 Full Year Report

23 Startup Ideas that Use Apple’s Vision Pro AR Headset


Apple announced its Vision Pro augmented reality (AR) headset today. It’s supposed to be available in 6-9 months, but clever entrepreneurs should start thinking NOW about what kinds of products and businesses they can create to take advantage of this technological inflection point. And make no mistake, this headset is a BIG DEAL. It will kill a lot of existing apps and websites and leave an opening for innovators to replace them. So, in this article, I describe 23 different startup business ideas that you can run with in order to profit from Apple’s new AR platform.

1. Flip Cup App

“Flip Cup Free” was a popular app back in 2010 when the iPhone was still new. An augmented reality version of flip cup would probably be even more popular.

2. ThriftingID

Thrifting (for fun and profit) is an increasingly popular hobby in the U.S. The antique and thrift store industry generates tens of billions of dollars in revenue annually, and eBay alone facilitated $74 billion in total transactions in 2022.

Create an app that allows a user to touch or point to objects in a thrift store and then use GPT-4 and Langchain to identify the item and pull up the prices for the 3-5 closest comps from eBay and/or Facebook marketplace.

3. Sous-chef

How many times have you found a delicious-looking recipe on Google only to have your own attempt result in a slightly burned entree that doesn’t look or smell quite as you expected? If you’re anything like me and tens of millions of other Americans, quite often!

Create an app that doesn’t just give you a recipe but actually guides you through it. The Vision Pro headset has tons of cameras in different positions so it will be possible to use something like OpenAI’s GPT-4 to analyze images of your food as you prepare it and provide you with live feedback as needed. For example, “chop that onion a bit smaller” or “you can be a bit more vigorous with your stirring of that soup”.

4. Tour Guide Development Agency

Whether you already run a software development agency or you just know how to code, you could go to state parks, national parks, and historic monuments and pitch them on creating custom augmented reality tour apps for them.

5. Poker

Play virtual poker with your friends using augmented reality and an empty kitchen or coffee table. Poker was one of the first apps on the original iPhone app store so there is good reason to believe this would be a success. Even if Apple includes a Poker app when the headset first ships, you could probably still create a profitable variant that generates $1 million or more in profit within a couple months if you create a more specific niche version of the app (such as a Texas Holdem app).

6. Level

Not sure if your picture is hanging level on the wall? Just use the augmented reality “level” app that uses the numerous cameras on the Vision Pro headset to calculate and visualize the angle at which your frame is hanging and how much (if at all) it deviates from being level.

7. Daily Prank Social App

Create an app that allows you to send requests to your friends who also have Vision Pro headsets. If the friend accepts, then each of you can leave one augmented reality virtual “poop” hidden somewhere in the other person’s house each day for them to discover at an unexpecting moment. It’s all the fun of the 💩 emoji, but even better because it’s 3D!

8. Fish Tank

Is your apartment boring? Turn one of your walls into a virtual fish tank. You can even choose the type and number of fish in your tank and give them names. Based on the early popularity of the “Koi Pond” app in 2009, I think this would probably be a big hit.

9. Green Thumb

Create an app that uses GPT-4 together with augmented reality to teach anyone to garden. The app can identity each plant, recognize whether it needs more or less water (or other nutrients), and give the user instructions on anything that they should do for the plant.

Gardening is a hugely popular hobby, and there are millions of wannabe gardeners who currently feel they lack a green enough thumb to actually succeed at gardening. So the market opportunity is huge. You could even tie the system into an ordering system so that, for example, if a plant needs more nitrogen, the app could recognize that fact, tell the user, ask the user if they would like to place an order for a recommended nitrogen-enriched soil supplement, and then place the order if the user agrees.

10. Wallpaper app

This is sort of like the virtual fish tank app I suggested earlier, but it just lets you redecorate your apartment or house with any type of wallpaper or paint that you want.

11. Catacomb Courier

Endless runner games like Subway Surfers and Temple Run were popular 10 years ago, and they are still popular today. Create an augmented reality version of an endless runner game (such as a courier running through underground catacombs) with the runner’s left-right and up-down motions determined by hand swipes/gestures which are recognized by the headset’s cameras.

12. Healthy Doggo

Create an AR app that identifies whether or not your pet dog appears to have any issues. For example, are they limping with a likely back left foot injury? Are their nails too long? Is the dog rolling around trying to itch its back (a possible sign of fleas)?

The app could be monetized like Google Maps is, through sponsored recommendations to local businesses (in this case, groomers and veterinarians). The app could also be a paid app (e.g. a $1 monthly subscription) or it could even be used as a free lead generator for selling pet insurance.

13. Piano Teacher

Create an AR app that highlights keys (and possibly also displays sheet music at the same time) to teach people how to play songs on the piano.

14. Drum Teacher

This would be essentially the same thing as the piano teacher app but for drums.

15. Kajabi but for AR

If you aren’t familiar with it already, Kajabi is an online platform that lets people create online courses. But every cooking course, flyfish lure-making course, carpentry course, piano course, and other online course teaching a physical activity would arguably be better with augmented reality. So, create a Kajabi competitor that lets people record videos and sequences of steps while wearing the Vision Pro headset and have that turned into an AR online course.

16. AI & AR Assisted Painting

Create an app that uses something like GPT-4 and Midjourney to create line sketches that you can then trace and fill in to create awesome paintings.

17. Lie Detector

Four years ago when I was still a grad student at Duke, I got to play with an app that a research team working with Microsoft’s AR headset had created. The app used the headset’s sensors to detect and amplify minute color changes in someone’s face every time their heart beat. The result was that when you put on the headset and started the app, you would see someone’s face flashing red at the rate of the heart, and a small number in the corner would display their numerical heart rate. It was an awesome app that would have been incredibly useful when playing poker or negotiating a high stakes business deal.

Create the consumer version of this app for the Vision Pro. Detect heart rate, breathing rate, and micro-expressions, and use that data to estimate whether someone is lying or not. Even just as a novelty, I think this would be an extremely popular app that could easily make someone a millionaire.

18. Virtual Pets

Create an app that lets people choose and create virtual pets. Want a Shiba Inu? You can get one for just $5. It’s personality will be AI-generated, and it will be displayed in AR, doing dog things, whenever you put on your Apple headset.

Virtual pets breed successes in each age of the internet. The original internet boom in the 90s had Pokemon. When the mobile phone came out, we got Touch Pets. With the crypto boom, we got Crypto Kitties. And you can be sure there will be at LEAST one multi-million dollar virtual pet app for Apple’s new AR headset. You could be the one that creates it!

19. Tire Changer

Create a Vision Pro + GPT-4 app that guides someone through how to change a tire on any car. Once successful, you could expand the app’s capability to also help people change their brakes and diagnose and solve any other mechanical or electrical issue with their car. Or, for those people who don’t want to do car work themselves, the app could simply be a second opinion to make sure the mechanic giving you a quote isn’t blowing smoke.

20. 3D Website Design Agency

Augmented reality headsets enable a completely different form of website to exist. A web page no longer has to be constrained to a 2-dimensional screen. Instead, it can have display elements, widgets, and controls that are 3 dimensional. There are currently ZERO software developers with the skillset to create such websites, which means you are as well positioned as anyone else to start thinking about and learning how to design such websites.

Start writing a book now on how to design 3D websites so that when the headset actually ships, you can be “The Guy” that companies go to when they need to hire a consultant or agency to help them produce a 3D AR app or website.

21. Public Fashion

Create an augmented reality app that is part social network. When anyone with the Public Fashion app is wearing their headset and sees another person with the app, the second person appears to be wearing whatever virtual accessories they chose. Virtual accessories might be shirts, hats, necklaces, watches, or anything else. You might even consider making each accessory an NFT to get the metaverse cryptobros hyped up to use your app.

22. Holodeck-Like Roll-Playing Games

If you’ve ever watched Star Trek, you probably know what the holodeck is. It’s essentially an immersive augmented reality video game played in a lasertag-like arena with other in-person players. You could essentially create that with the help of the Apple Vision Pro headset.

Here’s how it would work. You would create something like a movie set, e.g. like a pioneer village or an old western town. You would create something like a mission-oriented video game or branching movie script with characters and plot events that would tend to push game players to one of several final, predetermined outcomes. A group of 2-6 people would all come to this venue, don the Vision Pro headsets you provided, and then enter the game. The stage is real, remember. At least, it’s partly real. There are real, fake buildings. The weather and NPCs will be AI generated and then projected into the game through augmented reality. And you might even throw in a few real employees (dressed up) into the game so that some NPCs can interact physically with the players.

This would be an expensive but very cool type of experience. The only place you’d want to create this any time soon would be in the bay area where there are a lot of rich geeks.

23. Girlfriend

Create an app that lets you create a virtual AI-powered girlfriend that you can visualize and talk to anywhere you go. For example, you could create a 5 foot 2, blonde-haired, blue-eyed girlfriend that likes to read and play board games. And then you can see and talk to her and play AI board games with her.

Is it weird? Yes. Is it an inevitable and profitable idea? Also yes. I mean, just think about it. Once you get a user who create their custom AI girlfriend inside your app, they are NEVER going to stop paying for the subscription.

Subscribe to my free email newsletter to learn about more business opportunities MONTHS before your competitors.

Bad Mic Settings Ruined a 1-Hour Podcast. AI Saved It.


I fucked up my podcast yesterday.

I accidentally recorded an entire 1-hour podcast with my mic gain turned WAY up.

Here’s a clip of the original audio (It’s awful): Soundcloud Clip

I desperately searched Google and Reddit for a solution, and I discovered a new online tool: Adobe Podcast AI (And it’s free to edit up to 3 hours of audio per day!)

I crossed my fingers and uploaded my terrible audio recording. IT WORKED LIKE MAGIC.

The final result isn’t perfect, but it’s very tolerable (unlike the original). Here’s what the final podcast sounds like after Adobe AI sound enhancement: Axiom Alpha Podcast Episode 4

The Title of Every Nonfiction NYT Bestseller from 1969-2022


Whether you’re a marketer writing cold emails, a blogger writing articles, a Youtuber making videos, or an author writing books, you need a title that arouses emotion and curiosity so that someone actually opens your email, clicks on your video, or picks up your book. Fortunately, you don’t need to (and in fact shouldn’t) come up with a title through sheer brainstorming. Instead, steal a title pattern that has already been proven to work. For example, these are all titles of New York Times best-selling nonfiction books, but from different years:

  1. Killing Lincoln
  2. Killing Kennedy
  3. Killing Jesus
  4. Killing Patton
  5. Killing Reagan
  6. Killing the Rising Sun
  7. Killing England
  8. Killing the SS
  9. Killing the Mob
  10. Killing the Killers

It’s subtle, but there is a pattern to those 10 different titles that you’ll notice if you stare at them for long enough.

So, if you’re writing an article about the downfall of a country or group, or the death of a prominent figure, consider titling your article “Killing <name of country, group, or figure>”.

There are also other patterns though. Here is another set of example titles of real NYT best-sellers:

  • Give War a Chance
  • You Can Profit From A Monetary Crisis
  • Stupid White Men
  • White Fragility
  • I’m Glad My Mom Died
  • Becoming Sister Wives

If any of those felt a little triggering to you, that’s the point. They grab your attention by triggering you, and that’s effective.

There are many other best-selling title patterns as well. Find one that works for you by looking through the list below of every nonfiction New York Times best-selling book from 1969 to 2022.

YearNYT Best-Selling Nonfiction Books
1969– “The Money Game”
– “The 900 Days”
– “Jennie”
– “The Peter Principle”
– “The Selling of the President 1968”
1970– “The Selling of the President 1968”
– “Everything You Always Wanted to Know About Sex* (*But Were Afraid to Ask)”
– “Up the Organization”
– “The Sensuous Woman”
– “The Greening of America”
1971– “Everything You Always Wanted to Know About Sex* (*But Were Afraid to Ask)”
– “Civilization”
– “The Greening of America”
– “Bury My Heart at Wounded Knee”
– “The Female Eunuch”
– “Any woman can!”
– “Honor Thy Father”
– “Eleanor and Franklin”
1972– “Eleanor and Franklin”
– “The Game Of The Foxes”
– “The Boys of Summer”
– “I’m OK — You’re OK”
– “O Jerusalem!”
1973– “I’m OK — You’re OK”
– “Harry S. Truman”
– “The Best and the Brightest”
– “Dr. Atkins’ Diet Revolution”
– “The Joy of Sex”
– “How to Be Your Own Best Friend”
– “Alistair Cooke’s America”
1974– “Alistair Cooke’s America”
– “The Joy of Sex”
– “How to Be Your Own Best Friend”
– “Plain Speaking”
– “You Can Profit From A Monetary Crisis”
– “Times to Remember”
– “All the President’s Men”
– “All Things Bright and Beautiful”
1975– “All Things Bright and Beautiful”
– “The Bermuda Triangle”
– “The Palace Guard”
– “Breach of Faith”
– “Sylvia Porter’s Money Book”
– “Power!”
– “Bring on the Empty Horses”
– “The Relaxation Response”
1976– “Bring on the Empty Horses”
– “Winning Through Intimidation”
– “Doris Day: Her Own Story”
– “World of Our Fathers”
– “The Final Days”
– “Passages”
– “Roots”
1977– “Roots”
– “Your Erroneous Zones”
– “The Book of Lists”
– “Looking Out for Number One”
– “All Things Wise and Wonderful”
1978– “All Things Wise and Wonderful”
– “The Complete Book of Running”
– “The Ends of Power”
– “If Life is a Bowl of Cherries, What Am I Doing in the Pits?”
– “Mommie Dearest”
1979– “Mommie Dearest”
– “Gnomes”
– “Lauren Bacall by Myself”
– “The Complete Scarsdale Medical Diet”
– “Cruel Shoes”
– “Aunt Erma’s Cope Book”
– “The Brethren”
1980– “Aunt Erma’s Cope Book”
– “The Brethren”
– “Donahue”
– “Free to Choose”
– “Men in Love”
– “Thy Neighbor’s Wife”
– “Shelley: Also known as Shirley”
– “Crisis Investing”
– “Cosmos”
1981– “Cosmos”
– “Crisis Investing”
– “Never-Say-Diet Book”
– “The Lord God Made Them All”
– “The Beverly Hills Diet”
– “A Light in the Attic”
1982– “A Light in the Attic”
– “A Few Minutes With Andy Rooney”
– “Jane Fonda’s Workout Book”
– “Living Loving and Learning”
– “Life Extension”
– “And More by Andy Rooney”
1983– “And More by Andy Rooney”
– “Jane’s Fonda Workout Book”
– “Megatrends”
– “In Search of Excellence”
– “Motherhood: The Second Oldest Profession”
1984– “Motherhood: the Second Oldest Profession”
– “In Search of Excellence”
– “Mayor”
– “First Lady from Plains”
– “Wired: The Short Life and Fast Times of John Belushi”
– “The Kennedys: an American Drama”
– “Loving Each Other”
– “Iacocca: An Autobiography”
1985– “Iacocca: An Autobiography”
– “A Passion for Excellence”
– “Yeager: An Autobiography”
– “Elvis and Me”
1986– “Iacocca: An Autobiography”
– “Yeager: An Autobiography”
– “Bus 9 to Paradise”
– “You’re Only Old Once!”
– “The Triumph of Politics”
– “Fatherhood”
– “His Way”
– “A Day in the Life of America”
1987– “Fatherhood”
– “A Season of the Brink”
– “Communion”
– “The Closing of the American Mind”
– “Spycatcher”
– “Veil”
– “The Great Depression of 1990”
– “Free to Be… a Family”
– “Time Flies”
1988– “Time Flies”
– “Trump: The Art of the Deal”
– “Love, Medicine, and Miracles”
– “Moonwalk”
– “For The Record”
– “A Brief History of Time”
– “Talking Straight”
– “The Last Lion”
– “Gracie”
1989– “All I Really Need to Know I Learned in Kindergarten”
– “Blind Faith”
– “A Woman Named Jackie”
– “Summer of ’49”
– “It’s Always Something”
– “My Turn”
1990– “It Was On Fire When I Lay Down On It”
– “Liar’s Poker”
– “Megatrends 2000”
– “Barbarians at the Gate”
– “Means of Ascent”
– “Men at Work”
– “Trump: Surviving at the Top”
– “Darkness Visible”
– “Millie’s Book”
– “By Way of Deception”
– “The Civil War”
– “A Life on the Road”
1991– “A Life on the Road”
– “Iron John”
– “The Prize”
– “And the Sea Will Tell”
– “You’ll Never Eat Lunch in This Town Again”
– “Nancy Reagan”
– “The Commanders”
– “Chutzpah”
– “Parliament of Whores”
– “When You Look Like Your Passport Photo, It’s Time to Go Home”
– “Uh-Oh”
– “Me: Stories of My Life”
– “Den of Thieves”
– “Under Fire”
1992– “Me: Stories of My Life”
– “Den of Thieves”
– “Revolution from Within”
– “Give War a Chance”
– “The Silent Passage”
– “Diana: Her True Story”
– “Every Living Thing”
– “The Way Things Ought to Be”
– “Sex”
1993– “The Way Things Ought to Be”
– “Healing and the Mind”
– “Women Who Run with the Wolves”
– “Days of Grace”
– “Embraced by the Light”
– “Seinlanguage”
– “Private Parts”
– “See, I Told You So”
1994– “See, I Told You So”
– “The Book of Virtues”
– “Embraced by the Light”
– “The Agenda”
– “Couplehood”
– “Barbara Bush: A Memoir”
– “Don’t Stand Too Close to a Naked Man”
– “Nicole Brown Simpson”
– “Crossing the Threshold of Hope”
1995– “Don’t Stand Too Close to a Naked Man”
– “Crossing the Threshold of Hope”
– “The Hot Zone”
– “I Want to Tell You”
– “Breaking the Surface”
– “In Retrospect”
– “A Good Walk Spoiled”
– “New Passages”
– “To Renew America”
– “My Point… and I Do Have One”
– “My American Journey”
– “Miss America”
– “The Road Ahead”
1996– “The Road Ahead”
– “It Takes a Village”
– “Rush Limbaugh Is a Big Fat Idiot”
– “Blood Sport”
– “In Contempt”
– “Bad as I Wanna Be”
– “Outrage”
– “The Dilbert Principle”
– “Unlimited Access”
– “American Tragedy”
– “The Soul’s Code”
– “My Sergei”
– “Angela’s Ashes”
– “A Reporter’s Life”
1997– “A Reporter’s Life”
– “Angela’s Ashes”
– “Personal History”
– “Murder in Brentwood”
– “Underboss”
– “Mothers & Daughters”
– “Without a Doubt”
– “Into Thin Air”
– “Just as I Am”
– “The Royals”
– “Diana: Her True Story – In Her Own Words”
– “Midnight in the Garden of Good and Evil”
1998– “Midnight in the Garden of Good and Evil”
– “Talking to Heaven”
– “Tuesdays with Morrie”
– “The Millionaire Next Door”
– “We Are Our Mothers’ Daughters”
– “A Pirate Looks at Fifty”
– “The Day Diana Died”
– “The Death of Outrage”
– “The Century”
– “The Greatest Generation”
1999– “The Greatest Generation”
– “Monica’s Story”
– “All Too Human”
– “Every Man a Tiger”
– “Shadow”
– “Tuesdays with Morrie”
– “Tis”
– “Have a Nice Day!”
2000– “Tuesdays with Morrie”
– “The Rock Says”
– “Flags of Our Fathers”
– “The Day John Died”
– “Life on the Other Side”
– “It’s Not about the Bike”
– “Nothing Like It in the World”
– “The Beatles Anthology”
– “The O’Reilly Factor”
2001– “The O’Reilly Factor”
– “An Hour Before Daylight”
– “Ice Bound”
– “Longaberger”
– “Seabiscuit”
– “Napalm & Silly Putty”
– “Foley Is Good”
– “John Adams”
– “The Wild Blue”
– “Jack: Straight from the Gut”
– “Germs”
– “The No Spin Zone”
– “One Nation”
2002– “The No Spin Zone”
– “John Adams”
– “Bias”
– “Shadow Warriors”
– “Stupid White Men”
– “Lucky Man”
– “Master of the Senate”
– “American Son”
– “A Mind at a Time”
– “The Right Words at the Right Time”
– “You Cannot Be Serious”
– “Slander”
– “Let’s Roll!”
– “Leadership”
– “Journals”
– “Portrait of a Killer”
– “Bush at War”
2003– “Bush at War”
– “Portrait of a Killer”
– “The Savage Nation”
– “What Should I Do with My Life?”
– “Stupid White Men”
– “Devil in the White City”
– “Leap of Faith”
– “An Unfinished Life”
– “Living History”
– “Kate Remembered”
– “Lies and the Lying Liars Who Tell Them”
– “Who’s Looking Out for You?”
– “Dude, Where’s My Country?”
– “A Royal Duty”
– “I Am a Soldier Too”
2004– “Who’s Looking Out For You?”
– “Lies and the Lying Liars Who Tell Them”
– “My Prison Without Bars”
– “The Price of Loyalty”
– “Deliver Us from Evil”
– “Against All Enemies”
– “Plan of Attack”
– “Eats, Shoots & Leaves”
– “Dress Your Family in Corduroy and Denim”
– “Big Russ and Me”
– “My Life”
– “American Soldier”
– “Unfit for Command”
– “The Family”
– “America: The Book”
2005– “America: The Book”
– “Witness”
– “Blink”
– “Juiced”
– “Blood Brother”
– “A Deadly Game”
– “My Life So Far”
– “The World Is Flat”
– “On Bullshit”
– “1776”
– “The FairTax Book”
– “The City of Falling Angels”
– “The Truth (with jokes)”
– “Our Endangered Values”
– “Teacher Man”
2006– “Teacher Man”
– “Team of Rivals”
– “Our Endangered Values”
– “My Friend Leonard”
– “For Laci”
– “Marley & Me”
– “Don’t Make a Black Woman Take off Her Earrings”
– “Dispatches from the Edge”
– “Godless: The Church of Liberalism”
– “Wisdom of Our Fathers”
– “Fiasco”
– “I Feel Bad About My Neck”
– “Culture Warrior”
– “State of Denial”
– “The Innocent Man”
– “The Audacity of Hope”
2007– “The Audacity of Hope”
– “In an Instant”
– “A Long Way Gone”
– “Einstein”
– “At the Center of the Storm”
– “God Is Not Great”
– “The Assault on Reason”
– “The Reagan Diaries”
– “The Diana Chronicles”
– “Lone Survivor”
– “Quiet Strength”
– “It’s All About Him”
– “You Can Run But You Can’t Hide”
– “Wonderful Tonight”
– “Giving: How Each of Us Can Change the World”
– “Power to the People”
– “The Age of Turbulence”
– “My Grandfather’s Son”
– “I Am America (And So Can You!)”
– “An Inconvenient Book”
2008– “I Am America (And So Can You!)”
– “In Defense of Food”
– “Tom Cruise: An Unauthorized Biography”
– “Liberal Fascism”
– “Losing It”
– “Beautiful Boy”
– “Mistaken Identity”
– “Home”
– “Are You There, Vodka? It’s Me, Chelsea”
– “The Revolution: A Manifesto”
– “Audition: A Memoir”
– “What Happened”
– “When You Are Engulfed in Flames”
– “The Obama Nation: Leftist Politics and the Cult of Personality”
– “sTORI Telling”
– Hot, Flat, and Crowded”
– “Against Medical Advice: A True Story”
– “Too Fat to Fish”
– “Things That Matter”
– “Outliers”
2009– “Outliers”
– “The Yankee Years”
– “Liberty and Tyranny”
– “Resilience”
– “Catastrophe”
– “Unmasked”
– “Culture of Corruption”
– “Official Book Club Selection”
– “True Compass”
– “Arguing with Idiots”
– “Have a Little Faith”
– “The Book of Basketball”
– “Open”
– “Going Rogue”
2010– “Going Rogue”
– “Have a Little Faith”
– “Committed”
– “Game Change”
– “No Apology”
– “Chelsea Chelsea Bang Bang”
– “The Big Short”
– “Oprah: A Biography”
– “Spoken from the Heart”
– “Shit My Dad Says”
– “Crimes Against Liberty”
– “The Grand Design”
– “Earth (The Book)”
– “Obama’s Wars”
– “Life”
– “Decision Points”
2011– “Decision Points”
– “Unbroken”
– “Known and Unknown”
– “The Social Animal”
– “Red”
– “Onward”
– “Bossypants”
– “Lies That Chelsea Handler Told Me”
– “In the Garden of Beasts”
– “Those Guys Have All the Fun”
– “The Greater Journey”
– “A Stolen Life”
– “In My Time”
– “Jacqueline Kennedy”
– “Killing Lincoln”
– “Steve Jobs”
2012– “Steve Jobs”
– “Heaven Is for Real”
– “Ameritopia”
– “Once Upon a Secret”
– “The Vow”
– “Imagine”
– “The Big Miss”
– “Drift”
– “A Night to Remember”
– “Let’s Pretend This Never Happened”
– “Lots of Candles, Plenty of Cake”
– “The Passage of Power”
– “Amateur”
– “Becoming Sister Wives”
– “Wild”
– “Unbroken”
– “Paterno”
– “The Glass Castle”
– “No Easy Day”
– “Killing Kennedy”
– “Proof of Heaven”
2013– “Proof of Heaven”
– “American Sniper”
– “America the Beautiful”
– “Lean In”
– “Let’s Explore Diabetes With Owls”
– “Control”
– “Happy, Happy, Happy”
– “The Guns at Last Light”
– “Eleven Rings”
– “The Dog Lived (and So Will I)”
– “This Town”
– “Zealot”
– “The Liberty Amendments”
– “Si-cology 1”
– “Killing Jesus”
– “Things That Matter”
2014– “Things That Matter”
– “Lone Survivor”
– “Duty”
– “The Monuments Men”
– “Twelve Years a Slave”
– “Thrive”
– “Flash Boys”
– “Heaven Is for Real”
– “Finding Me”
– “Capital in the Twenty-First Century”
– “One Nation”
– “I Know Why the Caged Bird Sings”
– “Hard Choices”
– “Blood Feud”
– “Unbroken”
– “What If?”
– “13 Hours”
– “Killing Patton”
– “Yes Please”
– “41”
2015– “Unbroken”
– “American Sniper”
– “Dead Wake”
– “Becoming Steve Jobs”
– “The Residence”
– “The Road to Character”
– “And the Good News Is…”
– “Hope”
– “The Wright Brothers”
– “Down the Rabbit Hole”
– “Between the World and Me”
– “Plunder and Deceit”
– “It Is About Islam”
– “A Walk in the Woods”
– “Why Not Me?”
– “Killing Reagan”
– “Humans of New York: Stories”
– “Troublemaker”
2016– “Killing Reagan”
– “Not My Father’s Son: A Memoir”
– “Between the World and Me”
– “When Breath Becomes Air”
– “The Rainbow Comes and Goes”
– “Hamilton: The Revolution”
– “The Gene: An Intimate History”
– “Bill O’Relly’s Legends and Lies: The Patriots”
– “Alexander Hamilton”
– “Crisis of Character”
– “It Gets Worse: A Collection of Essays”
– “Hillary’s America”
– “Hillbilly Elegy”
– “The Girl with the Lower Back Tattoo”
– “Love Warrior”
– “Killing the Rising Sun”
– “Born to Run”
– “The Magnolia Story”
– “Settle for More”
2017– “Killing the Rising Sun”
– “The Princess Diarist”
– “Hillbilly Elegy”
– “Hidden Figures”
– “Portraits of Courage”
– “How to Be a Bawse: A Guide to Conquering Life”
– “The Zookeeper’s Wife”
– “Old School: Life in the Sane Lane”
– “Shattered”
– “Option B”
– “Astrophysics for People in a Hurry”
– “AI Franken, Giant of the Senate”
– “I Can’t Make This Up”
– “Understanding Trump”
– “Rediscovering Americanism”
– “Devil’s Bargain”
– “The Glass Castle”
– “What Happened”
– “Killing England”
– “Grant”
– Leonardo Da Vinci”
– “Sisters First”
– “Obama: An Intimate Portrait”
2018– “Grant”
– “Astrophysics for People in a Hurry”
– “Fire and Fury”
– “Educated”
– “I’ll Be Gone in the Dark”
– “Russian Roulette”
– “Secret Empires”
– “This Is Me”
– “Killers of the Flower Moon”
– “Fascism: A Warning”
– “A Higher Loyalty”
– “The Soul of America”
– “How to Change Your Mind”
– “The Restless Wave”
– “Calypso”
– “Kitchen Confidential”
– “Things That Matter”
– “Liars, Leakers and Liberals”
– “The Russia Hoax”
– “Everything Trump Touches Dies”
– “Unhinged”
– “Sapiens”
– “Fear: Trump in the White House”
– “Ship of Fools”
– “Killing the SS”
– “Beastie Boys Book”
– “Becoming”
2019– “Becoming”
– “The Threat”
– “The Right Side of History”
– “Life Will Be the Death of Me”
– “The Mueller Report”
– “The Pioneers”
– “Howard Stern Comes Again”
– “Unfreedom of the Press”
– “Educated”
– “Three Women”
– “Call Sign Chaos”
– “Talking to Strangers”
– “Inside out”
– “Blowout”
– “Me”
– “The Beautiful Ones”
– “Triggered”
– “A Warning”
– “Crime in Progress”
2020– “Educated”
– “Just Mercy”
– “A Very Stable Genius”
– “Profiles in Corruption”
– “Open Book”
– “The Mamba Mentality”
– “The Splendid and the Vile”
– “Untamed”
– “Hidden Valley Road”
– “White Fragility”
– “How to Be an Antiracist”
– “The Room Where It Happened”
– “Too Much and Never Enough”
– “Live Free or Die”
– “His Truth Is Marching On”
– “Melania and Me”
– “Disloyal”
– “Rage”
– “The Meaning of Mariah Carey”
– “Humans”
– “Caste”
– “Greenlights”
– “Clanlands”
– “A Promised Land”
2021– “A Promised Land”
– “Just as I Am”
– “Think Again”
– “Walk in My Combat Boots”
– “How to Avoid a Climate Disaster”
– “The Code Breaker”
– “This Is the Fire”
– “Broken Horses”
– “On the House”
– “Out of Many, One”
– “What Happened to You?”
– “Killing the Mob”
– “The Anthropocene Reviewed”
– “How the Word is Passed”
– “The Body Keeps the Socre”
– “Nightmare Scenario”
– “How I Saved the World”
– “American Marxism”
– “I Alone Can Fix It”
– “The Afghanistan Papers”
– “Peril”
– “The Storyteller”
– “Midnight in Washington”
– “Not All Diamonds and Rosé”
– “Going There”
– “The Lyrics: 1956 to the Present”
– “Will”
– “The 1619 Project”
2022– “The 1619 Project”
– “The Storyteller”
– “Unthinkable”
– “The Body Keeps the Score”
– “Enough Already”
– “Red-Handed”
– “From Strength to Strength”
– “One Damn Thing After Another”
– “Bittersweet”
– “Freezing Order”
– “Finding Me”
– “Killing the Killers”
– “The Office BFFs”
– “Here’s the Deal”
– “Happy-Go-Lucky”
– “James Patterson”
– “Battle for the American Mind”
– “Tanqueray”
– “I’m Glad My Mom Died”
– “Confidence Man”
– “Beyond the Wand”
– “Radio’s Greatest of All Time”
– “Friends, Lovers, and the Big Terrible Thing”
– “The Light We Carry”

Immigrants’ Share of the U.S. Labor Force is the Highest in 27 Years


In 2022, people born outside the U.S. made up 18.1% of America’s labor force, which is the highest percentage in any year since 1996.

In fact, more than half of the 3.1 million people who joined the U.S. labor force last year were immigrants.

As a reminder, the labor force is defined as the number of U.S. residents age 16 and older who ARE NOT:

  • Serving active duty in the military,
  • In prison, jail, or another correctional institution, or
  • Living in a nursing home

And ARE either:

  • Employed, or
  • Making at least one active attempt to find a job each month.

What’s Happening to American Workers?

From 2019 to 2022, the U.S. immigrant labor force grew 5%, but the native-born labor force declined 0.5%.

Part of the reason is demographics–Americans just aren’t having enough babies. In fact, over the last 50 years, there have only been 2 years (2006 and 2007) when the U.S. birth rate exceeded the replacement rate of 2.1 births per woman, which means there simply aren’t as many young native-born Americans looking for jobs as you might expect from a country with a population of 334 million.

In contrast, between July 1, 2021 and July 1, 2022, net international migration added more than one million people to the U.S. population. That means while the native-born American population shrunk from 2021-2022, the foreign-born American population grew more than 2%.

But demographics isn’t the whole story. There’s also a stark difference in willingness to work.

In 2022, the labor force participation rate of native-born Americans was 61.5% versus 65.9% for foreign-born residents.

Civilian Labor Force Participation Rate20212022
Foreign-Born U.S. Residents (Legal & Illegal)64.7%65.9%
Native Born Americans61.0%61.5%

And if we look at men in particular, the difference is even larger: 66% labor force participation for native-born Americans versus 77.4% for foreign-born residents.

Civilian Labor Force Participation Rate (Men)20212022
Foreign-Born76.8%77.4%
Native Born65.8%66.0%

Immigrant Work Statistics

Roughly half of immigrant workers are Hispanic, and roughly a quarter are Asian (including Indian, Korean, Chinese, and Japanese).

Immigrants tend to work in lower-paying jobs, but there are notable exceptions to that in the tech industry, and in fact foreigners have made significant strides into white collar work recently.

A Tsunami of Regulation is Coming for Big Tech


“Fortune 500 companies spent $7.8 billion ($16 million each) preparing for the roll-out of GDPR and typically spend over $10 million per year (each) to stay in compliance. Meanwhile, small to medium businesses saw their average revenue drop by 2.2% and their profit drop by 8.1% after GDPR took effect. What’s coming to the U.S. will have an even bigger impact.”

The first Ford Model T car was manufactured in 1908. But the U.S. Department of Transportation and the Federal Motor Vehicle Safety Standards (FMVSS) weren’t created until 58 years later in 1966. Several consequences followed within the next few years:

  • Reduced competition. A number of foreign cars disappeared from the American market as soon as the new safety rules went into effect.
  • Permanently higher inflation. The inflation rate of new car prices (relative to overall inflation) shifted higher (permanently). That reflected higher compliance costs as well as reduced competition from foreign car companies and startups.
  • Happy insurance companies. Auto insurance companies benefited from reduced claims expenses on post-safety-regulation cars.
  • New startups. A number of startups were formed to help big auto companies comply with the new safety standards. For example, Humanoid Systems (which after a series of mergers and acquisitions is now part of Humanetics) was founded in 1973 and won large contracts with GM and Ford to sell crash test dummies for $20,000 each. That would be $137,000 in 2023 dollars.
  • Future-looking companies won big. Companies which were already producing auto safety equipment (such as Autoliv which had been pioneering seat belt technology since 1956) had their growth supercharged by the introduction of regulations that required auto makers to buy the type of products they were already selling.

In other words, automobile regulation took decades to come, but when it did, it destroyed some businesses and was a huge tailwind to profitability for others.

Now consider that Google is only 25 years old, Facebook is only 19 years old, TikTok is only 7 years old, and ChatGPT is less than 6 months old. Tech is still a baby industry in its wild west phase, but the keen observer will have noted a growing number of seemingly unrelated events which are all nevertheless pushing towards the same outcome: substantial legislative reform & new regulations for the U.S. tech industry. Those seemingly unrelated events are:

  • An FCC proposal to ban the resale of personal data with multiple third parties (Feb 2023).
  • Civil rights lobbying groups agreeing with the Republican version of the American Data Privacy and Protection Act proposed in 2022.
  • The DOJ’s antitrust lawsuit against Google for monopolizing digital advertising markets (Jan 2023).
  • The EU’s record-breaking data privacy violation fine of $1.3 billion against Meta (May 2023).
  • Elon Musk’s open letter to pause development of GPT-5 (Mar 2023).
  • A bipartisan group of 20 senators sponsoring the EARN IT Act bill which would make section 230 protection contingent on tech companies taking aggressive action to stop the spread of certain content harmful to children (Apr 2023).
  • The FTC’s attempt to block Microsoft’s acquisition of Activision as anticompetitive (Apr 2023).
  • The class action lawsuits against GitHub, StabilityAI, and Midjourney for intellectual property infringement (Nov 2022 & Jan 2023).
  • The U.S. attempt to ban TikTok for reasons of national security and child safety (ongoing).
  • The recent Senate hearing on AI regulation with Sam Altman (May 2023).

Those events reflect four core trends that are going to define how tech gets regulated starting (most likely) within the next 3 years:

  1. Growing consensus and concern over the negative effects of social media on kids.
  2. Deglobalization and the nationalization of tech supply chains & data that it leads to.
  3. The rapidly growing risks of and legal disputes over AI.
  4. An explosion of scams and spam.

In the rest of this article, I’m going to break down each of those trends and the types of new laws and regulations that each is likely to lead to in the U.S.

Trend 1: Growing consensus and concern over the negative effects of social media on kids

In 2011, a report by the American Academy of Pediatrics (AAP) described a phenomenon the authors termed “Facebook depression” which was correlated with preteens and teens spending large amounts of time on social media.

Over the next decade, thousands of scientific papers were published on the topic of social media’s effects on kids and young adults. The issues of highest concern included:

  • Social media addiction: A compulsion to use & think about social media so much that it interfered with school performance and the ability to form real world friendships.
  • Social comparison orientation (SCO): A tendency of individuals to engage more in social comparisons, which affect the way that those individuals make decisions in a way that reduces their enjoyment of life.
  • Depression. Rude comments, getting fewer likes on your posts than other people, and algorithmic feedback loops that emerge from engagement with negative content can all contribute to depression in both kids and adults. (NOTE: AI chatbot companies also have an incentive to engage people, and we have already seen this lead to depression and suicide.)
  • Cyberstalking (which is already criminalized under anti-stalking, slander, and harassment laws).
  • Cyber-bullying.
  • Digital sexual exploitation of kids by adults posing as kids or trustworthy figures online.

The federal government is very likely to pass legislation to address some or all of these issues in the near future. Some types of regulations that are already being discussed include:

  • Child data limits. Prohibitions or restrictions on the collection and/or monetization of data collected from child users of a tech platform.
  • Government ID-based or device-based age verification online (as opposed to the simple “click to verify that you are at least 13 years old” popups that some websites use today). If that seems outrageous to you, then just remember that drivers licenses seemed just as outrageous of an idea in 1900, 3 years before the first state implemented a license requirement.
  • Child recommendation rules. Prohibitions on which types of content can be algorithmically recommended to kids (there is precedent for this in how Congress and the FCC have limited the types of content which can be broadcast on local TV channels).
  • GDPR-like rights to opt out of data collection or to “be forgotten” by a tech company.
  • A private right of action (meaning citizens can sue tech companies directly for violating their privacy instead of waiting for the government to do so).
  • Elimination of section 230 protections in situations where data privacy rights have been violated.
  • A duty of care”. Some senators want to create a legal “duty of care” that would make tech companies liable if they didn’t take “reasonable” precautions to protect user privacy. Analogy: Just as company executives have a fiduciary duty to their shareholders that goes beyond simply not committing fraud, a duty of care would create a duty of executives to their customers that goes beyond simply not collecting data they aren’t supposed to.

“We must finally hold social media companies accountable for experimenting [on our children] for profit. It’s time to pass bipartisan legislation to stop big tech from collecting personal data on our kids and teenagers online!”

President Biden’s State of the Union speech on Feb 7, 2023

For those remarks, Biden received a bipartisan standing ovation from Congress (shown below).

Trend 2: Deglobalization

Find the common thread among the following events (all of which happened within the last 18 months):

  • Russia’s invasion of Ukraine in 2022.
  • U.S. and European sanctions on Russia in response to its invasion.
  • China’s increasing frequency of military incursions into Taiwanese airspace.
  • The Biden administration’s bans on new telecom equipment from Huawei and 4 other Chinese companies, on the grounds of national security concerns.
  • The U.S. customs crackdown on the import of Chinese goods manufactured with forced labor.
  • China’s criminalization of certain business data gathering activities by foreign companies. And subsequently, China’s raids on foreign consulting firms.
  • The still implausible but increasingly serious discussions of a BRICS (Brazil Russia India China South Africa) common currency.
  • The precipitous drop off of foreign direct investments into China (which in the second half of 2022 hit an 18 year low).
  • The U.S.’s ongoing attempt to ban TikTok.
  • China’s ban of U.S. Micron computer chips from its infrastructure projects.
  • Florida’s ban (by Governor Ron DeSantis, a top contender for U.S. President in 2024) on Chinese nationals being able to purchase property in large swaths of the state.

If you said “rising geopolitical tensions”, you’d be correct! Countries are butting heads more frequently. That’s partly because authoritarian governments like those of China and Russia have grown more powerful over the last few decades and are now trying to expand their international control. It’s also partly because globalization over the past few decades has harmed the working class in places like the U.S. and U.K., and that has created populist nationalism movements.

As a result, international distrust is the highest it’s been in 30 years, and the effects on the tech industry are already happening, with more soon to come. Countries don’t want their supply chains, money, or data security to be reliant on other countries. That’s why the U.S. is trying to onshore its computer chip industry and ban TikTok. And distrust of America’s government surveillance programs is also why the EU just ordered Meta to stop transferring all data on EU citizens to the U.S. In fact, the prime cause of Meta’s current predicament was Ed Snowden’s disclosure of the fact that the U.S. government was, without proper cause, searching through the private data of European citizens.

The regulations being discussed in the U.S. to address these issues include:

  • Banning TikTok.
  • Creating a federal data privacy law that will ensure U.S. companies aren’t cut off from the data flows of allied countries such as those in the EU. In fact, Biden already issued an executive order last year directing Congress to do this, but they have yet to agree on how.

The second option would actually solve the TikTok concerns too, and would do so better than a TikTok ban. That’s because in the absence of U.S. data privacy rules that apply to ALL companies (not just Chinese ones), even if TikTok is banned, the Chinese government could just buy Americans’ location data from data brokers that in turn get data from American tech companies like Facebook and Google.

REMARK: For some reason, mainstream media companies often use the term “data broker”, but I have not once heard them mention the actual names of data brokerage companies. Some of the biggest data brokers are Acxiom, Epsilon Data Management, LexisNexis, Experian, CoreLogic, Equifax, and several Oracle subsidiaries.

Trend 3: The rapidly growing risks of AI

In the 6 months since ChatGPT was launched, we’ve seen multi-billion dollar businesses such as stackoverflow.com and Chegg.com take serious hits to their revenue. We’ve also seen examples of AI kidnapping scams, AI chatbots encouraging suicide, AI chatbots generating defamatory statements that affect people’s careers, AI’s being trained on copyrighted materials without permission, AI’s being trained on personal data, and AI’s giving inappropriate responses to kids. And of course we also have prominent Silicon Valley figures like Elon Musk and Sam Altman who are actively petitioning the federal government for AI regulation.

On the intellectual property side of things, this has already led to multiple class action lawsuits on behalf of copyright holders whose works were used to train AI systems without receiving any compensation. We also have senators from Tennessee and Minnesota who are advocating for copyright reform to solve this issue and a specific Senate hearing scheduled on this issue.

On the safety side of things, the EU has already begun drafting new AI legislation.

In the U.S., the proposed AI regulations that have the most momentum are:

  • “Nutrition Labels” for AI models. These would be required consumer disclosures about what data a model was trained on and how it scores on various bias benchmark tests.
  • FDA-like Clinical Trials. AI models would be subject to clinical trial-like testing before they could be put into production. Third-party scientists would participate in auditing the AI models to ensure safety standards were met.
  • A federal right-of-action. This would be a statute that goes beyond simply clarifying that section 230 doesn’t apply to generative AI companies. It would also preempt states and ensure that anyone who was harmed by a generative AI company could sue that company in a federal court.
  • Copyright Rules for AI. Copyrighted works could not be used to train generative AI models without the copyright holder’s permission. This could be achieved through an amendment to the Digital Millennium Copyright Act (DMCA) of 1998 which itself created this problem by allowing tech companies to copy copyrighted works for certain types of data processing.
  • A new AI regulatory agency. This agency would require licensure of any AI models above a certain scale of computational power, number of users, and/or abilities. During a recent hearing, multiple senators compared this to how nuclear reactors or pharmaceutical drugs require licensure.

Trend 4: An explosion of scams and spam

The graph below shows the number of FTC identity theft, fraud, and spam reports over the last two decades. The total number of reports grew from just 330,000 in 2001 to 5.74 million in 2021.

Email spam, text spam, social media comment and DM spam — they are all getting worse, not better.

Personally, I spend at least 10 minutes per day filtering & deleting unwanted emails. Multiplied by 365 days per year and 258 million adult Americans, that adds up to 15.7 billion man-hours of life wasted every year. For reference, it only took 22 million (with an M not a B) man-hours to construct the Burj Khalifa (the tallest building in the world). In other words, in the amount of time Americans spend dealing with spam emails, we could instead build 713 Burj Khalifa towers every year.

The primal cause of all this spam is the unregulated sale and resale of personal data collected by companies like Facebook, Google, and Verizon. You click “accept” on the terms of service of one website and eventually your data ends up in a dozen different databases used by thousands of different marketers.

There are several possible regulatory solutions to this that are being considered in the U.S.

  • Data sale restrictions. Earlier this year, the FCC proposed a rule to ban the sale of data collected from lead gen forms to multiple third parties.
  • A right to be forgotten. Congress is considering passing federal legislation that would provide Americans with a GDPR-like “right to be forgotten” by tech companies and data brokers.
  • More liability for tech companies. Some members of Congress have discussed removing Section 230 liability protections for tech companies that fail to adhere to industry best practices to enforce the existing CAN-SPAM law.

The intersection of social media, deglobalization, AI, and spam = data privacy. Federal U.S. data privacy regulations are both inevitable & imminent.

The intersection of the 4 trends we just discussed–social media harms, deglobalization, AI risks, and a proliferation of spam–is a lack of data privacy.

Data privacy refers to the right of individuals to control their personal information, including where their data may be stored as well as who can access it and for what purposes (apologies to my computer scientist readers who cringe at that definition). Data privacy matters because of what happens when you DON’T have it:

  • Bad incentives exist. Tech and telecom companies are incentivized to collect every piece of data they can about every consumer, and that puts consumers at higher risk of being scammed, defrauded, or victimized by identity theft.
  • Destruction of the fourth amendment. The fourth amendment to the U.S. Constitution guarantees that U.S. citizens will not be subject to searches without a warrant. However, many government agencies are already bypassing this by simply purchasing the personal data that they need from data brokers. This is legal and currently happening under existing U.S. law.
  • National security risk. China is just as capable of purchasing data from data brokers as is the U.S. government. That’s why a TikTok ban without an accompanying limitation on the resale of data from American companies would be ineffective.
  • Competition is reduced because a tech company doesn’t have to allow a user to export their data, which means that the cost of switching from one software to a competitor software can be quite high.

Currently, the U.S. has very weak data privacy laws.

“There is a fundamental conflict of law between the US government’s rules on access to data and European privacy rights, which policymakers are expected to resolve in the summer.”

Meta’s response to their record-breaking $1.3B data privacy violation fine

My Predictions

  • Within 3 years (and possibly as soon as this year), Congress will pass federal data privacy legislation. This legislation will:
    • Give U.S. citizens the right to demand tech companies delete any data they have collected from them.
    • Give parents the right to demand social media companies remove any sexually explicit materials of their kids which were posted on their platform.
    • Give EU citizens legal recourse if their data is inappropriately given by a U.S. tech company to the U.S. government (Biden already issued an executive order requiring Congress to pass such a law, and Meta’s $1.3 billion privacy fine ruling is further incentive for the U.S. government to pass such a law).
    • Eliminate section 230 liability protection for tech companies in situations where privacy laws are violated.
    • Create a private right of action for U.S. citizens to sue tech companies if those companies violate their privacy rights provided by this new law.
    • Require that social media companies offer parental controls that allow parents to set limits on how long their kids can use any particular social media app.
  • The Digital Millenium Copyright Act will be amended within 10 years to remove the allowance of tech companies to copy materials for processing if such processing is for the purpose of training a generative AI model whose output could reduce the market for the author’s original work.
  • Within 10 years, Congress will pass a federal law that requires some sort of disclosure about the training data and/or biases of recommendation algorithms and generative AI models for companies with more than a minimum number of U.S. users (probably 1-10 million).
  • Within 30 years, Congress will create a new federal agency to create and enforce safety standards for tech companies, including social media companies and AI companies, over a certain size.

P.S. (Completely unrelated): Nvidia’s stock reached a $1 trillion market cap yesterday. It’s a big enough bubble that I finally opened a bearish option position to monetize the bubble’s eventual pop. I’d be happy to bet an expensive dinner on RSP outperforming NVDA over the next 5 years if you think Nvidia’s valuation is justified.

Also if you enjoyed this article, you can subscribe to my newsletter (for free!) to get more like it: The Axiom Alpha Letter

Appendix A: Timeline of Automotive Regulation

  • 1908 – The first production Model T is built.
  • 1910 – New York is the first state to outlaw drunk driving.
  • 1920 – The first 4-way intersection, 3-color (red/yellow/green) traffic light is created and erected (by a Detroit police officer).
  • 1956 – Ford begins offering seat belts as an optional safety feature that customers could upgrade to.
  • 1958 – Congress passes the Automobile Information Disclosure Act which requires all new automobiles to carry a sticker on the window (Monroney label) containing important information about the vehicle including its MSRP, engine and transmission specs, standard equipment, and warranty details.
  • 1959 – This is the first year when all states and D.C. have implemented laws requiring exam-based drivers’ licenses in order to operate an automobile.
  • 1965 – Activist Ralph Nader publishes the book “Unsafe at Any Speed” which crystallizes what had been several years of gradually souring attitude of the public towards the increasing numbers of deaths and injuries from car accidents. The book sparks a national debate and motivates Congress to pass laws the next year in order to regulate the automobile industry.
  • 1966 – Congress creates the U.S. Department of Transportation and passes the National Traffic and Motor Vehicle Safety Act which authorizes the creation of the Federal Motor Vehicle Safety Standards (FMVSS)
  • 1967 – The first FMVSS goes into effect, requiring auto makers to include seat belts as standard equipment.
  • 1968 – The other FMVSS become effective on January 1st. The new requirements include things like padded dashboards, labeled controls, twin-circuit brakes, two-speed wipers that covered a minimum percentage of windscreen area, a left-hand outside mirror, four-way hazard flasher lights, an energy-absorbing steering column, front and rear side marker lights or reflectors, windscreesn with thicker interlayer safety glass, and a requirement that all vehicles pass a 30 mph crash test into a concrete barrier while demonstrating survivability of standardized test dummies in the front seats.
  • 1970 – Congress passes the Highway Safety Act of 1970 which establishes the National Highway Traffic Safety Administration (NHTSA) which is charged with creating and enforcing FMVSS.
  • 1973 – The NHTSA requires new cars to pass side-impact safety tests.
  • 1974 – Congress passes a law that established a national maximum speed limit of 55 miles per hour. States had to agree if they wanted federal funding for highway repair. This was partly motivated by safety concerns, but it was also motivated by a desire to reduce America’s fuel consumption in the face of the OAPEC oil embargo from October 1973 to March 1974, during which time the price of oil globally had roughly quadrupled.
  • 1982 – A study found that 83% of drivers on New York interstate highways violated the speed limit, despite extreme penalties such a $100 fine (equivalent to $314 today) or 30 days in jail for a first offense.
  • 1984 – New York state passes the first law requiring seat belt use in passenger cars.
  • 1985 – 24 states (including NY and CA) have outlawed drunk driving, but 26 (including FL) have not.
  • 1988 – A study found that 85% of drivers on Connecticut’s rural interstates violated the 55mph speed limit.
  • 1991 – Congress passes the Intermodal Surface Transportation Efficiency Act (ISTEA) which mandates that passenger automobiles and light trucks must include airbags for the driver and front passenger starting in 1998.
  • 1995 – 21 years after its creation, the national maximum speed limit law is repealed by Congress, and full speed limit-setting authority is returned to the individual states.

Appendix B: How Much Did GDPR Cost?

Forbes reported that Fortune 500 companies spent $7.8 billion preparing for the roll-out of GDP. However, that leaves out the majority of U.S. companies that were subject to GDPR.

Researchers at the Oxford Martin School estimated that GDPR cost affected businesses an 8.1% decline in profit and a 2.2% drop in sales, on average, with larger declines in smaller companies.

And in addition to those steep costs for compliance and lost sales, companies were still fined. In the 5 years since GDPR took effect in 2018, Meta alone has been fined more than $2 billion, Amazon has been fined close to $1 billion, and roughly 1,000 penalties have been issued against small to medium companies.

Appendix C: Schrems 2020 Court Case Explained

In 2020, the Court of Justice of the European Union (CJEU) ruled in the case “Data Protection Commission v. Facebook Ireland, Schrems” that the European Commission’s adequacy decision for the EU-U.S. Privacy Shield Framework, upon which more than 5000 U.S. companies rely to conduct trans-Atlantic trade in compliance with GDPR, was invalid. In particular, the CJEU ruled that the nature of U.S. government access to private sector data was not limited to what is strictly necessary and proportional as required by EU law and hence do not meet the requirements of Article 52 of the EU Charter on Fundamental Rights. Additionally, the CJEU determined that with regard to U.S. government surveillance, EU data subjects lack actionable judicial redress and therefore do not have a right to an effective remedy in the U.S., as required by Article 47 of the EU Charter.