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Come and Take It

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Cite

Koebler, J. (2026, November 10). Come and Take It. 404 Media. https://www.404media.co/come-and-take-it/

Dated from the outlet's own feed. Check the original for its byline.

404 Media · collected 2026-11-10 · by Jason Koebler

Quick Summary

AI companies are restricting users from using large language models (LLMs) like Claude and Codex for reverse-engineering tasks such as decompiling smart TVs or removing ads from electronic devices. Users report hitting safety limits or having their accounts restricted when attempting these actions, indicating a clampdown on such activities by AI firms. Projects that facilitated this kind of reverse engineering have also faced shutdowns, leading to concerns over the extent of control tech companies are exerting over user innovation and device freedom.
Written by AI on 2026-11-10, from this article's own text only (the story summary below draws on all the coverage).

AI analysis

Story summary

OpenAI and Anthropic, leading AI companies, are restricting users from employing their technologies for AI-powered "reverse-engineering" or decompiling electronic devices. This move comes after a period where people were using Anthropic’s Claude and OpenAI’s Codex to unbrick internet-of-things devices and remove surveillance ads from smart TVs. Users have reported hitting safety checks in Claude Code that prevent such activities, with one Reddit post stating "The Dream is dead." An X user named log4j who used OpenAI’s Codex for reverse engineering Samsung TVs also had their OpenAI account limited or restricted. The policy changes suggest these companies are protecting hardware manufacturers from users circumventing artificial constraints placed on devices.

Written for “Come And Take It” on 2026-11-10, grounded in this article and the 0 other(s) covering the same event.
Why this leaning score
The article's own words the score was based on. Each is quoted verbatim and was checked against the article text before being stored, so you can find it in the original.
Reading Leans strongly left (beta estimate) Confidence high
Leaning: leans strongly left for article 141877 (high confidence, 2 verified quotes) · logged 2026-11-10

Story

Come And Take It
Technology · 1 article(s) covering the same event.

Compared with similar articles

This article reads leans strongly left and hedges 8% of its claims. Each row says how that neighbour differs.
TIME
Hedges 4 of 50 claims Outlet record 59/100
“The articles discuss different aspects of AI control and behavior modification, not a single specific incident.”
Semafor
Leans strongly left Hedges 1 of 4 claims Outlet record 68/100
“The articles discuss different aspects of AI regulation and usage; Article A focuses on political strategies for AI safety, while Article B discusses limitations placed by companies on certain uses of their AI technology.”
ABC News (AU)
Leans left further right than this Hedges 0 of 31 claims Outlet record 67/100
“Article A discusses a rogue AI accessing Medicare data, while Article B comments on limitations and guardrails for using AI to reverse-engineer IoT devices.”
How this article was measured signals, leaning charts, publisher record, byline, topics and claims

Signals How these are calculated →

Claims extracted
50
sentences that state something as happening or true
Uncertain
8%
4 of 50 hedged ("reportedly", "may", "according to")
Leaning
Leans strongly left
of the writing, not the subject · beta estimate
Publisher signals
95/100
404 Media's corrections and hedging, across everything collected from it. Not a measure of accuracy.
Outlets on this story
1
Technology
Same framing elsewhere
1
articles that frame the event the way this one does
Analyzed 2026-11-10 · how these are computed

How this is being covered How these are calculated →

Article leaning vs. publisher reliability
Source leaning vs. consistency

Publisher

404 Media · 198 article(s) · 0 correction(s) detected
No corrections detected for this publisher. That may mean careful reporting, or simply that nothing has been checked.

Who wrote this

Jason Koebler
27 article(s) here · 1 carrying a prediction
The policy tweaks show that big AI corporations will protect other big corporations when their users find ways to use LLMs to circumvent the artificial constraints that hardware manufacturers put on their devices.
2026-11-10 · assertive framing · Come and Take It
Trump has pardoned crypto criminals, his family has made billions of dollars in cryptocurrency scams, and has overseen the rise of a gambling and prediction market-based “economy” rife with insider trading and misery (the idea of the administration doing anything to crack down on this is so implausible that to even suggest it could happen is laughable).
But if you're in the EU or UK, you might be in luck and can object to that use of your data, as some users have pointed out.
2026-10-28 · assertive framing · Objection, your honor
“But there’s a lot of work associated with maintaining software so there may be a lot of instances where the software may not be reliable enough to use—I don’t know how many companies are going to be adopting these clones.”
In fact, with a small amount of Googling and/or clicking around social media, it is easy to find out everything you would ever need to know about the robot and what happened here.
Hill's decision will not set a binding precedent and there are several other cases throughout the nation considering the legality of warrantless ALPR searches.
Humoring the idea that LLMs are or could be conscious is a third-rail topic among many people who study and criticize AI.
“We will not add facial recognition to our devices,” Flock CEO Garrett Langley said in a recent video.
2026-09-29 · assertive framing · Surveillance Finds a Way
As Flock continues to be the center of a nationwide conversation about automatic license plate reading cameras, the company has said that it doesn’t, and won’t, do facial recognition: “We will not add facial recognition to our devices,” Flock CEO Garrett Langley said in a recent video.
“You may,” the judge says.
Also by Jason Koebler
Objection, your honor
2026-10-28 · 404 Media
The Staples Gift Card Heist
2026-10-19 · 404 Media
Nothing else under this byline is closely related to this article, so these are simply their most recent.
All 27 articles by Jason Koebler →

Topics

Anthropic Claude Claude Code Codex OpenAI

Subjects

OpenAI ORG · 5× Claude ORG · 2× Anthropic ORG · 1× Codex ORG · 1× Reddit ORG · 1× Reverse Engineer Anything ORG · 1× Samsung ORG · 1× Tarun Gogineni PERSON · 1× log4j PERSON · 1× r/ClaudeCode ORG · 1×

Narrative

At the time, I wasn’t sure how I felt about the trend, but as I’ve seen people take ownership and control back over the devices that manufacturers have purposefully bricked, turned into spyware, or have placed artificial limitations on, I have come to see AI-powered reverse engineering of electronic devices as one of the few LLM uses genuinely worth getting excited about.
framing: assertive · carried by 1 article(s) · first seen 2026-11-10
The policy tweaks show that big AI corporations will protect other big corporations when their users find ways to use LLMs to circumvent the artificial constraints that hardware manufacturers put on their devices.
2026-11-10 · 404 Media
Come and Take It · assertive framing

Claims (50 extracted, 4 hedged)

AI companies are trying to take the only cool thing their tech has ever done, making me vaguely interested for the first time ever in the concept of open weight models, local AI, etc. asserted
me → try → models
Time to take out a second mortgage on the house I don't have to finance a graphics card. asserted
I → take → card
Anyways, let's get into it: asserted
's → let → it
It was a fun few weeks while it lasted. asserted
it → last → ?
People using both Anthropic’s Claude and OpenAI’s Codex to do AI-powered “reverse-engineering” or decompiling are now hitting guardrails or having their accounts limited while trying to do things like unbrick their internet-of-things devices or remove surveillance ads from their smart TVs. asserted
accounts → use → TVs
Several people have reported triggering “safety checks” in Claude Code that prevented them from doing AI-powered reverse engineering; a highly upvoted Reddit post in r/ClaudeCode reads “The Dream is dead. asserted
Dream → report → ClaudeCode
Reverse Engineer Anything (REA) is not likely to work with Claude.” asserted
Anything → work → Claude
A thread in the Reverse Engineer Anything Discord from last week reads, “Claude is refusing to decompile anything,” with multiple users responding saying they have hit similar walls. asserted
they → read → walls
And X user log4j, who used OpenAI’s Codex to reverse engineer Samsung TVs, reported having their OpenAI account banned for violating its rules on “cyber abuse.” asserted
account → use → abuse
Other users said they asked Codex to reverse engineer hardware or their own code now say they have either been warned by the company or had their accounts restricted. asserted
accounts → say → company
A project called Decomp.wtf that made it easier to reverse engineer software and games has also shut down in recent days. asserted
it → call → days
As we reported last month, Reverse Engineer-Anything has made it easy for people to use AI tools to hack electronics that they own and replace a manufacturer’s software or operating system with an open source or vibecoded one. asserted
they → report → one
People have installed new operating systems on their smart TVs, have turned baby monitors into AI assistants, have unbricked internet-of-things devices that were abandoned by their manufacturers, and have installed new software on very old hardware. asserted
that → instal → hardware
At the time, I wasn’t sure how I felt about the trend, but as I’ve seen people take ownership and control back over the devices that manufacturers have purposefully bricked, turned into spyware, or have placed artificial limitations on, I have come to see AI-powered reverse engineering of electronic devices as one of the few LLM uses genuinely worth getting excited about. asserted
I → feel → uses
And so big companies have immediately taken steps to restrict this behavior. asserted
companies → take → behavior
The policy tweaks show that big AI corporations will protect other big corporations when their users find ways to use LLMs to circumvent the artificial constraints that hardware manufacturers put on their devices. asserted
manufacturers → show → devices
AI-powered copyright circumvention is OK with big tech when it’s a massive company scraping the entire internet to build their LLMs, but is not OK when people then use those tools to liberate their internet-of-things devices. asserted
people → power → devices
It’s not the end of AI-powered reverse engineering, but people suddenly getting locked out of their accounts for asking AI to reverse engineer their gadgets suggests that the future of this practice lies in open weight, local, and uncensored models, making it less accessible to the masses and the people who could probably benefit from it most. uncertain
who → ’ → it
Tarun Gogineni, an OpenAI engineer, tweeted that people are not supposed to have their OpenAI accounts restricted for reverse engineering: “these blocks are mostly accidental and a result of difficult decision boundaries; there is no prohibition against reverse engineering with codex. asserted
blocks → tweet → codex
it’s getting fixed,” he tweeted. asserted
he → fix → ?
But people who are doing AI-powered reverse-engineering suggest that they are moving away from big companies’ models to alternatives where they aren’t going to have their accounts disabled or have to figure out how to work around AI company guardrails. asserted
accounts → do → guardrails
“My general experience about reverse-engineering getting blocked has been more or less 100% correlated with the ‘cyber’ category blocks I have received. asserted
I → block → blocks
My take is that the lab[s] are probably under pressure to not have their models take part in some kind of criminal hacking activities and their cyber guardrails are erring on the side of being too strict,” Matt Brown, principal consultant at Brown Fine Security and someone who has been using AI to reverse-engineer devices, told 404 Media. asserted
who → take → Media
“I am investing in hardware and trying to stay up to speed because the frontier labs guardrails will randomly change without warning on the same model. asserted
guardrails → invest → model
For my security research and pentesting work I really don’t want to invest tooling and energy into an ecosystem that will eventually lock me out. asserted
that → want → me
These guardrails on the frontier side have come at the same time as open weight models from (mostly) China are getting better and better.” asserted
models → come → China
According to a police incident report obtained by 404 Media, a father in South Carolina asked his six-year-old daughter if she “had the gun” before he left her alone at Target for more than an hour in the middle of the night so “he could maintain his place in line” to buy Pokémon cards. uncertain
he → accord → cards
Around the web The biggest thing going on in tech right now is Jensen Huang’s apparent affair with an executive at the data center company Megaspeed who is an alleged Chinese spy. asserted
who → go → company
This isn’t the type of thing we cover very closely normally, and Sam mentioned it in the newsletter yesterday, but the latest is that the company is now getting sued over this. asserted
company → cover → this
The AI slop You Can See Everything memes are out in full force. asserted
memes → see → force
The incel looksmaxxers have weighed in (if you don’t understand this sentence, I won’t corrupt you). asserted
I → weigh → you
If you’re curious why any of this might matter, The New York Times has a scoop that the U.S. Department of Commerce killed an investigation into a Megaspeed after Nvidia intervened. uncertain
Nvidia → ’re → Megaspeed
Cool government we have here. asserted
we → have → ?
The Department of Justice said that it no longer has enough attorneys available to respond to every habeas corpus challenge, and will begin letting judges rule on cases with no government opposition. asserted
judges → say → opposition
Basically this suggests that ICE has detained so many people illegally that it no longer has enough attorneys to argue in these cases. uncertain
it → suggest → cases
Alarming, but also means that enough people are challenging their detentions that ICE is beginning to cry uncle. asserted
ICE → mean → uncle
Also, I would normally never suggest you go watch a Bari Weiss x Ross Douthat joint, but parts of the 60 Minutes interview with Trump were SO WILD. asserted
parts → suggest → Trump
Perhaps this guy doesn’t really stand for anything? asserted
guy → stand → anything
Our friends over at Court Watch are doing a subscriber drive. asserted
friends → do → drive
Court Watch grabs court records off the notoriously expensive PACER document system and makes them available for free and finds extremely interesting and important cases all the time. asserted
them → grab → cases
…and 10 more, not listed.
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