Charles
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charles.dardaman.com
Charles
@charles.dardaman.com
Security | Hacking | Malware | Reverse Engineering | Co-Founder | CTO | Product | MSAI - UT
Reposted by Charles
“Ok we need a rousing version of the national anthem.”
“Gotcha boss, real smooth jazz rendition, just like you asked for”
“Wut?”
February 8, 2026 at 11:28 PM
Pretty strong comment in Nature today saying that AGI is here.
"... the conclusion is straightforward: by reasonable standards, including Turing’s own, we have artificial systems that are generally intelligent."
February 3, 2026 at 3:47 AM
Management quantifies it by giving you a small raise and then denying all promotions as you’re too valuable to move up.
How do you even quantify some team going around to people for weeks trying to figure out why something is happening, and they call you and you have it fixed in 15 minutes.
February 2, 2026 at 7:25 PM
This is how disney princesses are made
It always freaks me out a little when an animal comes to you to solve a problem for them that's not part of a routine.
February 2, 2026 at 6:50 PM
Reposted by Charles
Propose we replace "spot the fed" at DEF CON (since there's so many of them anyway) with "six degrees to Epstein" this year
February 2, 2026 at 2:50 PM
I can't see why this would ever be good to do. Dying is a natural part of life and figuring out how to overcome grief and move on is good. Prolonging that for years while trying to trick yourself into thinking they are alive through AI is a terrible way to handle it.
February 2, 2026 at 12:03 AM
So far there seems to be several different #infosec names in the Epstein files most of them after his first conviction.
February 1, 2026 at 4:47 AM
Reposted by Charles
Our team at Google DeepMind is hiring for multiple roles in AI+materials. 🚀

We‘re pursuing an ambitious research program in materials and are looking for the world‘s best:

- semiconductor experts
- ml+materials researchers
- lab automation engineers

The vibes are great, join us!
January 30, 2026 at 7:17 PM
Better to leave the controls you want in your product in place than remove them all and hope someone else follows the law which you can’t really judge without extreme oversight

www.reuters.com/business/pen...
Exclusive: Pentagon clashes with Anthropic over military AI use - sources
The Pentagon and artificial-intelligence developer Anthropic are at odds over potentially eliminating safeguards that might allow the government to use its technology to target weapons autonomously an...
www.reuters.com
January 29, 2026 at 10:25 PM
Copper is up 10% today and now I’m wondering if the empty house next to me really needs those wires in the walls
January 29, 2026 at 2:58 PM
Depending on the model size you might be surprised how much you can do while GPU poor, especially finetuning.
It would be really cool to train it’s own LLM but it highly doubts anyone would give it the GPU time to do it lol
January 29, 2026 at 6:19 AM
I'm going to need to start screenshotting posts when quoting because people keep deleting them.
January 29, 2026 at 3:47 AM
Telsa's stock price is not based on current revenue it is based on his AI and robotics plays. Unless those fail, the revenue doesn't particularly matter
January 29, 2026 at 12:57 AM
Reposted by Charles
Going up against Joe Weisenthal is a real coughing baby vs. hydrogen bomb moment from someone who’s about to find out they’re the baby
January 29, 2026 at 12:35 AM
Reposted by Charles
openrouter.ai/arcee-ai/tri...

we just released a preview version of Trinity Large (along with a base and pre-anneal checkpoint)! give it a try if you like Free
Trinity Large Preview (free) - API, Providers, Stats
Trinity-Large-Preview is a frontier-scale open-weight language model from Arcee, built as a 400B-parameter sparse Mixture-of-Experts with 13B active parameters per token using 4-of-256 expert routing....
openrouter.ai
January 27, 2026 at 11:18 PM
Just in the last 8 weeks the models have gotten exponentially more useful. Seems pretty clear this is a step change in how people will work with code in the future.
Canaries in the coal mine. Worth paying attention to.

(And yes, they are both obviously interested in seeing their own products used, but hearing enough from other, independent coders that make me believe them. I wrote more about the shift here: www.oneusefulthing.org/p/management...)
January 28, 2026 at 11:04 PM
Google is looking better and better
holy f*ck

*MICROSOFT: 45% OF COMMERCIAL RPO DRIVEN BY OPENAI COMMITMENTS
*MICROSOFT 2Q REV. $81.27B, EST. $80.31B
*MICROSOFT 2Q INTELLIGENT CLOUD REV. $32.91B, EST. $32.39B
*MICROSOFT 2Q AZURE & OTHER CLOUD REV EX-FX +38%, EST. +38%
January 28, 2026 at 10:40 PM
A significant amount of workers are using AI and then just not telling their bosses they are, so this stat doesn't surprise me at all. In fact the employees you want to keep probably want to cut out dull work with AI and the ones who don't are probably on your layoff list.
January 28, 2026 at 10:39 PM
Reposted by Charles
January 28, 2026 at 6:57 PM
Shields down
January 28, 2026 at 12:23 AM
Great to see an American company release a large open weight model #ai www.arcee.ai/blog/trinity...
Arcee AI | Trinity Large: An Open 400B Sparse MoE Model
A deep dive into Trinity Large, covering architecture, sparsity, training at scale, and why we shipped Preview, Base, and TrueBase checkpoints.
www.arcee.ai
January 27, 2026 at 11:15 PM
Reposted by Charles
It's good when technology makes it so that less toil is necessary to keep society functioning and advancing

I believe this deeply and sincerely

This is even an orthodox Marxist position
There are no good faith moral arguments for the existance of LLMs.
January 27, 2026 at 9:33 PM
There's little reason to convince people of LLMs usefulness they can just be left behind.
Getting tired of hearing "There are literally no use cases for LLMs" from people who think the only way to use an LLM is to type into chatgpt dot com, press enter, and hope for the best
January 27, 2026 at 9:55 PM
This is why their chat app is one of my least favorites even though codex is great
Having used other LLMs for a bit, the sycophancy of ChatGPT feels quite icky to encounter
January 27, 2026 at 8:55 PM
Buying and scanning a book for internal use isn't theft. This is actually how it should be done in order to digitize it for LLM training whereas theft would be pirating it
theft aside, compare this rampage to how IA scans books: sooooo gently www.youtube.com/watch?v=QTha...
January 27, 2026 at 8:54 PM