AI Surveillance and Social Progress

In the near future, AI-powered surveillance systems will be able to track everything we do in public, and much of what we do in private. And if we do something wrong—shoplift, litter, jaywalk, you name it—the system will notice, retain it, tie it to your official government record, communicate that fact to you, and provide real-time alerts to any relevant authorities… and maybe also to the general public.

Think of these systems as automated speed cameras, but on steroids. Only they’ll enforce not just speed limits, but any other rule you can imagine. And you won’t receive a ticket weeks later by mail; you’ll be informed about and fined for your violation immediately.

These systems will combine powerful AI, public and private surveillance via real-time facial recognition technology and digital tracking, mass databases and highly personalized enforcement. If deployed at scale, they will have profound chilling effects not just on personal freedoms, but democracy and social progress itself.

China has been developing its surveillance infrastructure for years. The country has over 600 million surveillance cameras, increasingly powered by AI and facial recognition to enforce legal and social rules. Take the case of Lao Duan, a Chinese citizen blacklisted by the system after he lost his job and was unable to repay a series of loans. When he visited Beijing, the city’s AI surveillance system identified him by his face at a major intersection and displayed his face, name and citizen ID number on a large electronic billboard nearby with a message that he was an untrustworthy person. Similar systems are now being deployed across China and integrated with its infamous online monitoring, censorship and social credit systems.

AI surveillance is now being experimented with in North America, South America, Europe, Asia and Africa. According to a new report, the US Department of Homeland Security is rapidly increasing its use of AI-based surveillance, including facial recognition and the monitoring of social media accounts, to keep tabs on immigrants, dissidents, journalists, legal observers and protesters. While the systems are ostensibly used to maintain security and public safety, the real aim is often social control. Larry Ellison, CEO of Oracle—a powerful tech giant that works closely with the Trump administration—has said: “Citizens will be on their best behavior because we’re constantly recording and reporting.” The chilling effects are the point.

AI surveillance raises a range of public policy challenges: technical biases, unauditable systems, and inflexible automated law and social rule enforcement that can promote discrimination and undermine transparency, accountability and the rule of law. But we believe the most urgent and long-term impact will be its broader chilling effects.

In a new book, Chilling Effects: Repression, Conformity, and Power in the Digital Age, Jon Penney explains how surveillance, technology and power can be weaponized to influence behavior at scale. Surveillance, personalization, uncertainty and authority are all key mechanisms to increase the scale and impact of chilling effects. They cause people to self-censor their words and actions, to become more conformist and compliant and thus easier to manage and control. And the effects are additive: the more mechanisms employed, and the more powerful the form, the greater the chill.

Computerization has long allowed data collectors to track our locations, collect lists of whom we communicate with, and monitor our spending habits—unless we use cash. What’s new is an unprecedented fusion of each of these mechanisms, persistent and unrelenting. AI brings an analytical ability to spy on the contents of our communications, and to answer sophisticated questions about our whereabouts and activities: actions that previously required human analysts are now automated. The result will be a kind of supercharged societal level of chilling effects where fear, self-censorship and groupthink reign, and dissent, creativity and innovation become increasingly rare.

In this atmosphere of fear and conformity, risky ideas, social activism and self-reinvention—especially by disfavored groups and targeted populations—are also chilled. This will have long-term effects on social progress.

Consider the relatively recent societal normalization of same-sex relationships and the recreational use of marijuana. Over the decades, those ideas slowly progressed from being both immoral and illegal, to moral but still illegal, and finally to both moral and legal. But in order for any of that to happen, there had to be a counterculture that was able to experiment and eventually demonstrate to the world that morality could change over time. To the extent that AI surveillance chills this sort of experimentation in public or in private, social progress becomes impossible.

There are no real historical precursors to this; these technologies are too new. Even the most notorious and large-scale domestic surveillance program in US history, the FBI’s use of wiretapping, physical mail opening, informants and paper index cards to track alleged communists during the 1950s and 1960s, appears genuinely archaic in light of modern AI-enhanced surveillance. So does East Germany’s human-centric surveillance network during the cold war. Only science fiction, from the likes of George Orwell or Aldous Huxley, comes close. But even Big Brother’s “telescreen” feels decidedly mid-20th-century by comparison.

But we need not sit idly. Now that we recognize the danger of AI-enhanced mass surveillance, we can make the policy choices not to implement it. Bans on facial recognition and other forms of identification tech can slow development; robust new privacy and data protections can restrict data tracking and retention; AI regulations can curtail its most invasive uses; and structural reforms can help us scrutinize and break up powerful state/tech cartels that pave the way for technological excesses like AI surveillance.

The chill of AI-powered mass surveillance will suffocate the very foundations of healthy democratic societies. But we can still choose a different path.

This essay was written with Jon Penney, and originally appeared in The Guardian.

Posted on July 10, 2026 at 7:02 AM17 Comments

Comments

Untitled July 10, 2026 8:01 AM

if we do something wrong—shoplift, litter, jaywalk, you name it—the system will notice, retain it, tie it to your official government record, communicate that fact to you, and provide real-time alerts to any relevant authorities… and maybe also to the general public.

I’m not convinced that the system will necessarily communicate with you. For certain kinds of wrongdoing, the system will simply make you an unperson – suddenly you’ll find that your credit card doesn’t work, your car won’t go, your electricity is off, your phone is dead …

And, of course, punishable wrongdoing will include saying or writing anything that might be interpreted as disparaging of the Dear Leader …

Q July 10, 2026 8:02 AM

“But we need not sit idly. Now that we recognize the danger of AI-enhanced mass surveillance, we can make the policy choices not to implement it. …”

Yes, I agree. But how?

Those currently in power don’t want to change the current path, they want to make new laws and use the tech to enforce them, and make exceptions for themselves to hide their misdeeds.

So HOW? What is the first step? Voting doesn’t help. This extra AI power will just corrupt them more. No matter which “side” one votes for, it will make no difference.

HOW?

TimH July 10, 2026 9:02 AM

There will also be selective enforcement baked in, so a white list of people never get prosecuted, and a black list of political or personal undesirables who get specifically monitored to pursue the most minor transgressions.

Also, review by humans isn’t scalable, so there won’t be a valid way to challenge a charge.

The people with back doors into the system will rule without anyone knowing.

cellurl July 10, 2026 10:19 AM

A bill aimed at “encouraging children outside” might work. Encourage ebikes and outdoor pickleball. A bill to encourage that.

All Red-y July 10, 2026 11:24 AM

In the near future, AI-powered surveillance systems will be able to track everything we do in public, and much of what we do in private.

AI powered systems are already doing this. Machine learning algos (pre-LLM) have been tracking everything digitally connected for some time. It’s what Snowden warned us about and under continued Republican control has only gotten worse. Fully funded and now ingrained into our digital bloodstream.

As for what we do in private, it’s trivial for machine learning systems to infer that from aggregated crowd data with high probability. They don’t really care if a random hallucination puts you in a wrong category. It’s enough to map all digital interactions and predict behavior and markets. The ‘wisdom of crowds’ turned on its head.

Rontea July 10, 2026 3:28 PM

Ah, my dear contemporaries,

Man, that fragile creature, is now encircled not by priests or kings, but by algorithms and glowing eyes that never sleep. They promise order, but order without liberty is but a polished coffin.

Petty sins—jaywalking or littering—become grand indictments, and the face of the citizen becomes the mask of the accused. How quickly society exchanges the vibrant chaos of freedom for the frozen harmony of fear! Progress, that sacred dance of bold thought and daring spirit, cannot endure in a hall of mirrors where every gesture is judged, every whisper recorded.

The machines will teach men to bow before themselves, to police their own breath, until the kingdom of God on earth is replaced by the dominion of a spreadsheet. And yet, as always, salvation lies in the human heart—if we dare to remember that the dignity of man is not a function to be optimized, but a flame to be guarded against the wind of surveillance.

Shockwave Rider July 10, 2026 3:48 PM

To live under the gaze of a mechanical eye is to embrace the futility of existence elevated to a universal law. AI surveillance does not merely record our errors—it baptizes them into eternity, stripping even the relief of oblivion. In such a society, the individual becomes a ghost haunting his own life, rehearsing gestures of obedience not out of conviction but because rebellion loses its metaphysical flavor when there is nowhere left to hide. The tragedy is not that we will be punished, but that we will slowly forget the taste of freedom, and that our conformity will no longer feel like a cage, only a habit. In the sterile theater of perfect surveillance, even despair will be monitored, cataloged, and rendered banal.

lurker July 10, 2026 7:41 PM

Time to find a new planet?
But right now there’s only one place to buy a ticket,
and we know about the guy who runs that bus company …

Magnus July 11, 2026 1:23 AM

This essay completely flies over what is actually happening right now. Which is low-level scumbag individual police officers etc using panoptical surveillance systems to stalk ex- or current girlfriends, stalking random hot women they pass on the street after identifying them with AI, or even women they just see on social media.

There have been many instances of this, the latest one being a bunch of violations enabled by the Flock licence-plate automatic camera system. There’s also a whiny yet chilling defence of the whole thing from Flock’s twerp of a CEO.

John stoner July 11, 2026 3:23 AM

For a while I’ve kicked around this thought, something like: the principle of two way transparency.

So if someone wants warrant free access to my personal information, I should have access to theirs.

If someone wants to know where I was between 10:30 and 2AM last Thursday without asking a judge, I should have access to where they were.

And if there’s some AI watching me at all times, there must be some set of individuals whose behalf they are acting on.

And if those people are hoovering data on all of society, they get to be public figures in the most invasive way possible. If you or your agents get a panoptic view on everyone’s life, we get the same on yours.

And if you are found to be surreptitiously using that kind of power, your exposure is backdated and all records for your period of use should be publicized.

I’m not sure if it’s a dumb idea or a brilliant one. But it’s an idea.

Jesse July 11, 2026 8:42 AM

Now that we recognize the danger of AI-enhanced mass surveillance, we can make the policy choices not to implement it.

I’d love to believe that’s possible. I don’t. Every government on earth has been bought. The owners absolutely want this.

r July 11, 2026 2:04 PM

i think maybe part of the problem, is having your hands in the pot of these constitutionally antithetical companies as a money making tool. it incentivizes entrenchment.

KY July 12, 2026 1:25 PM

‘It’s just algorithms!’ in three, two, one…

I don’t doubt they‘ll do it – prolly doing already. I do wonder how bad the reaction could be.

Because seriously, besides the psychopaths in power, there’s also a problem with the ‘nothing-to-hide’ crowd.

Clive Robinson July 12, 2026 6:35 PM

@KY, ALL,

Every American has something to hide every day…

On the odd occasion I’ve said on this blog that the laws in the US are not just overly broad, they are then pushed beyond what the law actually says by prosecutors and Judges just nod it through as having people in jail is lucrative business…

There is a book that has been around for quite a while now and you can download a PDF of it. So I suspect it’s rather more than “Three Felonies a Day” now…

“In Three Felonies a Day, The lawyer Harvey Silverglate argues that because federal criminal law in America is so comprehensive and so vague, regular citizens are constantly violating it (on average, committing three unwitting crimes a day) and prosecutors have the power to indict anyone at all (a process used for “Rights Stiping”). Interpreting famous criminal cases, including those of Kenneth Lay (Enron) and Martha Stewart, he argues that in recent years federal prosecutors have begun to read beyond the language of the law and to expand significantly their interpretations of federal criminal statutes.”

Jon July 13, 2026 10:46 PM

“And you won’t receive a ticket weeks later by mail; you’ll be informed about and fined for your violation immediately.”

Disagree on this one too – as has been pointed out before in the comments, that’s not how this is going to be enforced.

Oh, for some people, some of the time, instant ‘karma’. But for some others, they’ll inform you and fine you the next day, or next week, or maybe a few months from now. Or maybe they won’t.

Variable-ratio conditioning works much better than instant ‘karma’.

J.

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