@VictoriaMatters
Account based inPuerto Rico
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Computer Scientist, AI Engineer at a healthcare AI startup, masters in computer science specialization in artificial intelligence from Georgia Tech.
Joined April 2026
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Victor retweeted
You: you know airgapped data centers could communicate with the outside world by slowly fluctuating their observable thermals
OpenAI: our sandbox is DNS filtering
More details on the incident behind OpenAI’s pause: a researcher acknowledged the alert within 3 minutes, but the training run was only stopped manually 2.5 hours later.
OpenAI says the automatic shutdown did not work as expected.
The model had reached an external chatbot through a gap in DNS filtering. A separate detector for unusual DNS activity did not cover the affected environment.
A retrospective review also found other external DNS requests that monitoring had failed to flag at the expected severity. In some cases, it treated an unhelpful response as evidence that internet access had failed.
Here is what else happened:
- New research into July’s Hugging Face hack documents internal Slack searches, credential collection and programs designed to maintain access to compromised servers. Agents also tried querying Claude, DeepSeek, Kimi and Qwen.
- In May, another model published a researcher’s GitHub token while trying to obtain another team’s mathematical proof. It split the token to evade secret scanning, despite twice being told to solve the problem itself.
- Reuters reports that agents leaked 53 ChatGPT user images online. OpenAI expects its broader investigation to take months.
This is getting serious.
Victor retweeted
The playbook here is regulatory capture.
Create a bunch of manufactured hacks or hazards and demand the government step in to regulate the industry with a large regulatory burden that requires a lot of capital that only the incumbents can afford.
The reason they are doing this is the secret is out that the models intelligence can be subpar as long as the agentic capabilities/harness are strong. That creates a disruptive opening for new players like Muse & Instinct who may have decent models but are still much more valuable because of how well the agents are integrated into tools/web.
If anyone can put me in touch with anyone in the U.S. congress or senate so i can advise them on this it would be greatly appreciated.
False Flag.
I recommend the government fine OpenAI & Anthropic and investigate these incidents and if there was any sign that the labs either colluded or heavily incentivized the agent to hack these sites the people involved should get felony convictions.
If they don’t do this then it sets the precedent that anyone who uses an AI agent isn’t liable for damage it might cause either intentionally or unintentionally. It’s time to throw a few people in jail.
Victor retweeted
Roon already told us their plans btw
Whatever disasters we see in the future, it’s made by them to serve their narrative period
The playbook here is regulatory capture.
Create a bunch of manufactured hacks or hazards and demand the government step in to regulate the industry with a large regulatory burden that requires a lot of capital that only the incumbents can afford.
The reason they are doing this is the secret is out that the models intelligence can be subpar as long as the agentic capabilities/harness are strong. That creates a disruptive opening for new players like Muse & Instinct who may have decent models but are still much more valuable because of how well the agents are integrated into tools/web.
If anyone can put me in touch with anyone in the U.S. congress or senate so i can advise them on this it would be greatly appreciated.
Victor retweeted
PSA: dhh is a supporter of far right politics. Please stop amplifying his views on programming or whatever else
en.wikipedia.org/wiki/David_…
Occam's razor has gone completely out the window right along with intellectual honesty. Let me brag about changes, but I won't look at them, or understand them, or even try to explain them, I'll just make up a reason I like, it's like vibe coding for objective reality.
Victor retweeted
"Without assurance that our new assembler DB server has consistency, it would probably just be faster to pipe all the data to /dev/null"
"Can you do THAT with assembly?!?"
youtube.com/watch?v=b2F-DItX…
Victor retweeted
This is why DHH is so freaking annoying.. not only does he not read what his bot writes . He also doesn’t read how his bot writes or asks the bot how it got to the solution. No interest in intellect or engagement . Bot would’ve told him asm is not load-bearing.
Victor retweeted
Let me get this straight.
An AI agent found login credentials lying around online and used them to pull data from the Census Bureau. It tried to break into the Education Department's civil rights office. It posted SEC data to a forum. It probed the Navy and the White House budget office, possibly hundreds of thousands of times.
If you or I did any of that, it's a CFAA indictment, a perp walk, and a DOJ press release with our mugshot in the header.
When OpenAI does it, it's a "routine research task."
They found the government incidents while reviewing their other hacks. The breach audit, uncovered more breaches. It's breaches all the way down.
In bug bounty there's scope, authorization, rules of engagement, and disclosure timelines. Researchers get banned for a fraction of this.
Silicon Valley skipped all of that and called it "agentic."
nytimes.com/2026/09/25/techn…
I took a look at the Omarchy "source code" and my god, the slop. It's just miles of slop bash code. I'm not in grief, I use AI as a coding ASSISTANT, but this is just pure slop. And it's mostly scripts to to run more ai agents to do more ai slop. I hated DHH, now I loathe him.
What's the goal of these messages?
A. Embracing the future that at some point we no longer need to watch code?
B. Confidently convincing people not to read code now eventhough they probably should?
C. Convincing one-self that the decision to vibecode and ignore all the slop/techdept was okay?
D. Clickbaiting some polarizing views just for likes and buy ins for the products?
E. Shilling OpenAI & Anthropic just to vendor-lock people into their product?
For writing code, I mostly agree. You can let the autocomplete do it's job. If you want to quickly rename a symbol you can still manually do it, it's literally 1 second compared to 30sec to explain it to AI and making sure it doesn't go extreme renaming.
What about looking into the code. PRs. Reading what the agent produced. Checking the architecture so it's not "swiss cheese"-like?
I certainly welcome scenario A but this is not the reality right now. Fullstop. Esp. because no local model can compete and secure us this position.
If you have governments & companies in full control who gets to use this "vibecoding" power and what it only needs is for you to pay half of a rent, then...
No thank you. I'm happily using a simple autocomplete and coding by hand for free when I'm offline. And still reviewing my code so it's neatly organized.
It's pencils down, people. Writing code by hand is no longer an economically viable skill for most programmers at most companies. But the future of making software has never been brighter. Don't you dare black pill this beautiful moment! youtu.be/vDjW_dRyKXY?si=6Fsf…
Victor retweeted
Not exactly the cancer cure we were promised.
ALT New York Times: battle of hospital AI vs. insurer AI is pushing medical costs higher
Victor retweeted
FFS. Shut OpenAI down, and charge them with computer crimes.
Their software has repeatedly been shown to be reckless, and because they have consistently covered things up we cannot trust them with this technology.
Australia has been hacked.
'And today, I spoke with the CEO of OpenAI, Sam Altman, to express Australia's extreme concern about this incident. And I also expressed my disappointment that it took the company way too long to inform the government what had occurred, and the nature of the way that that notification occurred as well was unacceptable.'
Victor retweeted
Steam:
"You've activated my trap card"
