London councils are amazing, I got a fine on a junction box that you just cannot see, then I requested the council to provide the last date where they painted it. After my request, they went there and painted quickly and then sent me the new photo 😅 what a ridiculous thing to do.
😅
Effective Immediately, all organizations using PHP for their systems are advised to be prepared for an update addressing two critical vulnerabilities. PHP is widely used for web applications. These vulnerabilities often provide a direct path to the server's file system or database. If an immediate update is not feasible, it is recommend that organizations take the system offline until it can be fully mitigated. NSA will follow up shortly with more specific guidance.
Christian S. Perone retweeted
More progress on CDLMs: self-conditioning has always been a bit of a crutch, DoubleCat/SemiCat seems to be a principled way to get rid of it🎉
An ESP32, a sophisticated device from Aliexpress 😅
We discovered a sophisticated recording device that was hidden inside one of our offices. We used our models to understand the device and where it had come from, identifying that a specific employee had planted it a few days earlier. We referred the matter to the FBI, and we’re grateful to the agents and prosecutors who moved quickly to make an arrest. The FBI’s investigation is ongoing and we will continue to support their work.
At this time, we have no indications of this individual inappropriately accessing or exfiltrating model weights, source code, or customer data. The employee was terminated.
We take protecting our technology, data, and people seriously, and as a matter of national importance. Our security program is designed to protect against a wide range of threat actors, from insider risks to cybercriminals to nation states, and this case is an example of how AI can help address these sophisticated security threats.
"If you can't control it, don't build it."
omG I cannot control this model that I purposefully not only allowed it to execute but also gave tools for it to use 😅
Jensen Huang, the CEO of leading AI company Nvidia, just said:
If an AI model will "damage the world — then I think the answer is that we have to shut the labs down."
My new bill to ban Artificial Superintelligence would do just that.
If you can't control it, don't build it.
Readers added context they thought people might want to know
Prefacing this quote with “If an AI model will” is misleading. Really he says that IF the lab/company cannot control AI, it should be banned, but he does not want a massive ban on all AI. Read the interview yourself.
Link that takes you to this part of the interview:
nytimes.com/2026/09/23/opi….
nytimes.com/2026/09/23/opi….
Christian S. Perone retweeted
Introducing QwenGyre, bringing elastic RL to extreme-long-horizon (XLong) agent training. ✨
It launches with two core designs: 🥳
- Elastic Scheduler: reallocates GPUs between rollout & training as demand shifts—live executions never interrupted. Up to 1.85× speedup over Colocate, 1.78× over Async.
- Trajectory Processor: turns branching executions (compaction, sub-agents, retries) into prefix-shared trajectory trees with bounded, deduplicated training samples. Partial progress after timeout still gets scored.
Scaled to Qwen3.8-2.4T-A95B with ~700K tokens per rollout, QwenGyre lifts NL2RepoBench from 52.5% to 58.5% in 48 steps, cutting end-to-end training time by ~44% vs Async.
🔗 Read the paper:
arxiv.org/abs/2609.33848
I’ve been using blockchain since 2013, and I’ve never needed a hardware wallet or had to store my keys on a server. I just don’t understand why people do that. It seems like the opposite of what the technology was created for.
Well, the "Logic of Scientific Discovery" from Popper is from 1934, so it is not that software developers had it right all along, they just took a lot of time to realize that the idea of conjectural knowledge is as old as Xenophanes.
Go work with robotics (especially mobile platforms) and you will see how "modern day work" really is 😅
Christian S. Perone retweeted
Congratulations to the authors of the 3 outstanding papers!
arxiv.org/abs/2607.01077
arxiv.org/abs/2604.08510
arxiv.org/abs/2604.13977
Until Arena do not release what checks they do to avoid folks from frontier labs abusing the system I have zero trust on these leaderboards. These labs have thousands of people using Arena as soon (or sometimes even before) as their models are released. They have the IP addresses and it is trivial to do this analysis, are they doing it ?
Gemini 4 Argon officially takes the #1 spot on the Text Arena leaderboard with an Elo of 1,525.
This seems very similar to the same set of records I found in 2020 (blog.christianperone.com/202…) from 200M+ people, including deceased people data. These population records are a massive target and it was just a matter of time for this to happen.
Denmark suffered a major data breach that gave unauthorized individuals access to personal data belonging to about 8.8 million people bloomberg.com/news/articles/…
Opus 5.5 is so good at cad, I just gave the specs and it built this case from scratch with all the exact USB-C port, buttons, LEDs, etc.
More comments on HNews: news.ycombinator.com/item?id…
Just published a new blog post: "The systems that no one will test" (blog.christianperone.com/202…).
Christian S. Perone retweeted
🆕 Our ESA/Webb Picture of the Month features a cosmic house of mirrors 🪞
The golden galaxies in this image belong to the cluster MACS J0454.1-0300. Their light has been travelling for so long that we’re seeing the cluster as it was when the Universe was about 8 billion years old! 1/3

ALT A massive galaxy cluster, made of many golden elliptical galaxies with the largest, brightest one in the centre. Heavily distorted orange galaxies appear all around the cluster, the largest concentrated in a large arc around the cluster's centre; these are images of very distant galaxies, created by gravitational lensing. A few galaxies are large and bluish-white in colour; bright, nearby stars are the same colour.
Just published a new blog post: "The systems that no one will test" (blog.christianperone.com/202…).
"(...) some of my skills are rare", modesty is definitely not one of them.
































