The Year the Algorithm Lost Its Immunity
A court in Abu Dhabi just handed plaintiffs everywhere the weapon they've been waiting for. I've been tracking this pattern since October. Here's where it leads...
THE ETHICAL TECHNOCRAT
Edition 005 | February 2026
In October, I wrote about Digital Colonialism
In November, I exposed the [AI Deregulation Gambit]
In December, I walked through the Air Canada ruling—and published a separate investigation into Weaponized Anonymity, about how platforms profit from unverified narratives while hiding behind their own algorithms.
In January, I took you to Switzerland, where a nation rejected Palantir over sovereignty.
I told you these were connected. I told you they were accelerating toward something.
In December 2025, a court in Abu Dhabi added its verdict to the dossier.
Four jurisdictions. One pattern. The shield is cracking.
I. The Ruling
In December 2025, as first reported by Semafor’s Kelsey Warner, a judge in the Abu Dhabi Global Market Court handed down a decision that should be required reading in every boardroom.
The facts were simple. A law firm filed court documents containing AI hallucinations—fake cases, phantom citations, legal authorities that never existed. When the other side called them on it, the firm’s defense was the same one we’ve heard from airlines, from platforms, from every company that’s ever been caught off guard by its own technology:
“We didn’t know. The AI produced it. Not our fault.”
The judge was not impressed. His response deserves to be quoted in full:
“The fault for reliance on AI ‘hallucinations’ lies not with the research program used but with the person responsible for conducting the search.”
Then he ordered the firm to pay AED 282,508—about $77,000 USD—for wasting everyone’s time.
Read that again. The fault lies not with the tool. The fault lies with the person who used it without verification.
This is not a ruling about lawyers. It is a ruling about anyone who deploys AI and assumes someone else will clean up the mess.
II. The Other Lawsuit You Should Know About
While Abu Dhabi was establishing the principle of verification, a different courtroom in California was testing its logical extension.
MDL No. 3047 now includes over 1,600 plaintiffs—mostly adolescents and their families—alleging that Meta, TikTok, Snap, and YouTube deliberately engineered their platforms to maximize teen screen time, with foreseeable and devastating consequences for mental health.
The platforms’ defense is consistent across every filing:
We provided the tool. Users chose how to use it. The algorithm was neutral.
This is the same defense Air Canada offered. The same defense the Abu Dhabi law firm offered. The same defense every corporation offers when its systems cause harm and its executives are asked to take responsibility.
And it is the same defense that every court, in every jurisdiction, is now being asked to reject.
The Abu Dhabi ruling supplies the vocabulary. The MDL supplies the scale. Together, they frame a single, urgent question:
If a lawyer is “reckless” for failing to verify a hallucinated case, what is a platform that fails to verify whether its engagement algorithms are causing predictable, documented harm to children?
III. The Shield That’s Cracking
Which brings me to Section 230.
If you follow tech policy, you know Section 230 is the 1996 law that says platforms aren’t liable for what their users post. It was passed when the internet was AOL chat rooms and GeoCities pages. The logic was sound: if someone defames you on a bulletin board, you sue the speaker, not the bulletin board.
But AI is not a bulletin board.
When a platform’s algorithm scrapes anonymous content, attributes it to a named executive, and surfaces that attribution in search results and knowledge panels, is that “hosting”? Or is it publishing?
When an engagement algorithm optimizes for outrage and delivers content designed to keep teenagers scrolling at 2 a.m., is that “providing a forum”? Or is it product design?
The Abu Dhabi court didn’t answer these questions. It answered the question underneath them:
If you build a system that makes assertions about the world—or makes predictions about human behavior—you are responsible for verifying those assertions and mitigating those harms.
Apply that logic to Section 230, and the shield starts to look a lot thinner.
IV. The Pattern I Keep Seeing
Here’s what frustrates me about most coverage of these rulings.
Every time, it’s treated as a one-off. A rogue lawyer. A malfunctioning chatbot. A cautious Swiss bureaucrat. A class action in California. Each story is packaged as an isolated incident, and the reader moves on.
But that’s not what’s happening.
What’s happening is a pattern. And once you see it, you can’t unsee it.
Air Canada: A chatbot is a corporate agent. The company is liable for what it says.
Switzerland: Infrastructure dependency is a sovereign risk. Saying “no” is a strategic act.
Abu Dhabi: AI verification is not optional. It is a duty. Its absence is recklessness.
MDL 3047: Algorithmic design choices are not neutral. They are interventions. Interventions create liability.
Four jurisdictions. Four different fact patterns. One consistent verdict: You cannot outsource responsibility to a machine.
This is not a coincidence. This is the common law doing what it does—applying old principles to new facts, one case at a time, until the accumulated weight becomes undeniable.
I’ve been tracking these cases since October. Not because I have a crystal ball. Because I have a framework.
V. What Comes Next
The Abu Dhabi ruling matters because it gives us something we’ve been missing: a clean, quotable articulation of why algorithmic immunity doesn’t make sense.
“The fault lies not with the research program used but with the person responsible for conducting the search.”
Now take that sentence and swap out the words.
“The fault lies not with the recommendation engine but with the platform responsible for deploying it.”
“The fault lies not with the content moderation algorithm but with the company responsible for its design.”
“The fault lies not with the engagement optimization system but with the executives who approved its deployment.”
The logic survives translation.
This is how legal paradigms shift. Not with a single Supreme Court decision or a sweeping act of Congress. One case at a time. One jurisdiction at a time. Until one day, the defense that worked yesterday doesn’t work anymore.
The platforms know this. That’s why they’re already litigating—and lobbying—as if the shield is already compromised.
The question is not whether Section 230 will be reformed. It is whether the reform will come from elected representatives or from the accumulating weight of these precedents.
VI. The Playbook
I started The Ethical Technocrat because I was tired of watching smart people treat these issues as abstract policy debates.
They are not abstract. They are operational. Every board that approves an AI deployment without demanding an audit trail is making a bet. Every platform that refuses to verify algorithmic attributions is making a choice. Every general counsel who advises “Section 230 protects us” without stress-testing that assumption is taking a risk.
The Abu Dhabi ruling is not the end of this story. It is the beginning of the next phase.
In that phase, the question shifts from “Are platforms liable?” to “What do we do about it?”
That’s what we build in THE WAR ROOM. Not theory. Not commentary. Tools.
Model Section 230 amendment language.
Shareholder resolution templates.
Algorithmic audit frameworks.
Litigation strategies for plaintiffs and defendants.
This is the architecture. The implementation is in THE WAR ROOM.
If your organization is ready to move from watching the pattern to acting on it, the door is open.
To access the full Platform Accountability Playbook:
👉 Join THE WAR ROOMFor bespoke advisory on AI governance, Section 230 strategy, or algorithmic liability defense? I’m in THE WAR ROOM. Join me. warroom@sophiabekele.com
This article was first published in The Ethical Technocrat. Subscribe here to receive future editions directly in your inbox.
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