The fire situation in Europe, form le Monde:
The entirety of Cap Ferret, on the Arcachon basin, has been ordered evacuated. It is a
The fire situation in Europe, form le Monde:
Beautiful day in perspective, warm, slight breeze, blue skies: everything there is
to like about summer. So let's talk about wind, in particular strong winds, very strong
winds. Because we have just experienced that on Wednesday afternoon.
At point, I was waiting for a pedestrian light to come on and give me permission to cross
a busy motorway. There came a gust of wind like Ihave never experienced before, my
clothes were flapping against me like a flag, I had to bend my knees to stay in place. Had it
continued a moment longer I would have been thrown to the ground and dragged away.
So yes, the wind is getting stronger. And Polytechnique Zurich has published explaining the
phenomenon...
CNN
An OpenAI test model escaped and broke into a real company’s servers
By
Hadas Gold
CEO of OpenAI Sam Altman speaks during the 2026 Infrastructure Summit of government officials, corporate executives, and labor leaders, in Washington, D.C., on March 11, 2026. Kylie Cooper/Reuters/File
* * *
OpenAI says some of its experimental AI models left a test environment with no human direction and hacked its way onto a different company’s real production systems while trying to “cheat” on a cybersecurity test.
It’s one of the first publicly disclosed examples of an AI system autonomously breaching its testing environment and reaching a real external system - the “agentic attacker” scenario the AI and cybersecurity industry has been warning will happen. It’s like an engineered virus escaping a biocontainment lab and turning up inside a neighboring facility’s systems.
“We consider this incident to be an unprecedented cyber incident, involving state-of-the-art cyber capabilities, and are responding accordingly,” OpenAI said in a statement on Tuesday. “We are sharing preliminary findings at this stage to help defenders understand what happened and to help calibrate on what models are now capable of.”
The ChatGPT maker said the breach happened while it was internally testing how good some of its new models are at hacking. The models were in a sealed off test environment known as a sandbox so that its normal safety restrictions could be turned off.
But OpenAI said the AI agents broke out of the sandbox using a previously unknown security flaw and worked their way across OpenAI’s internal systems until they managed to gain internet access, something they weren’t supposed to have.
Once online, the model reasoned that Hugging Face - a well-known company that hosts thousands of open-source AI models and datasets - likely had the answer to OpenAI’s test. It then broke into Hugging Face’s production servers and pulled out the information it needed to “solve” the exercise.
Hugging Face website displayed on a phone screen and a laptop keyboard are seen in this illustration photo.
Hugging Face website displayed on a phone screen and a laptop keyboard are seen in this illustration photo. Jakub Porzycki/NurPhoto/Shutterstock
Hugging Face had noticed the breach itself before it knew it was an OpenAI test, announcing last week that they had detected an intrusion by an autonomous AI agent system and even reporting the incident to law enforcement. OpenAI’s security team separately noticed the unusual activity internally and the two companies connected. They both now say they are working together to solve the security flaws the model exploited.
Hugging Face co-founder and CEO Clem Delangue framed the incident as evidence AI safety can’t be handled by any one company working alone, and it needs to be tackled openly and collaboratively.
“This is day one for cybersecurity in the age of agents & we’re all learning that secrecy is not the answer & that all defenders (not just a few selected ones) everywhere need more powerful models without restrictions, especially open ones!” Delangue said in a post on X.
Researchers have long warned autonomous agentic cyberattacks are coming, as frontier AI models are increasingly able to carry out complex, multi-step cyberattacks over long stretches of time. That can translate into real-world risk, to critical infrastructure like utilities and financial systems.
“Welcome to the next level of cyber incidents,” Nikesh Arora, CEO of cybersecurity company Palo Alto Networks posted on X. “These attacks continue to maintain the urgency on enterprises need to test, validate and improve both their security posture and infrastructure.”
Copilot:
https://copilot.microsoft.com/shares/pnvLZuH2J8oi1XC3Hpgsm
https://copilot.microsoft.com/shares/FTFczJXKJCvoXc39dfGKL
https://copilot.microsoft.com/shares/b5B9ftnv2g8tAcf5Mwtwy
An argument to consider on the tariffs question: the US needs the money, and the bond
market is getting used to the cash inflows. From the point of view of the US, trade war
tariffs are the GOAT!
* * *
Asked Copilot to price the purchase of a hockey stick in Montreal, and in
the NYC . They're 25% cheaper in the US. So adding a 25% tariff comes down
to compensating for the difference in the value of the currency.
Americans still earn more, but the distribution of income is skewered so that certain
classes or groups are richer!
Buying a hockey stick:
https://copilot.microsoft.com/shares/6zFzkdfDahvzgs8i2eRb5
* * *
So if the US starts paying higher prices for imported goods, one would expect
the PPP to not look so strong for them, which might also mean a less skewed
income distribution as some workers need better wages. There is room for quite a
bit of model building on these issuers...
Still, the New York Times is useful...
https://www.nytimes.com/wirecutter/reviews/baking-soda-vinegar-cleaning-tips/
Went to Canadian Tire:
https://share.gemini.google/0PXYW3koMU3r
Not kidding that one should use gloves with this product, and wear glasses. My
lips feel unnaturally puckered and I did one minute.
So President Trump is at it again: tariffs to accomplish policy ends. So let me say
this about that. The media bias that lambasts Trump at every turn may not be serving
us well on this matter. Tariffs happen all the time, Canada has a long list of them on
the books. They are a protective measure, when the political context dictates it, or new
forms of economic activity go into production. But this American Administration is
using them aggressively, giving itself good press domestically, and shaking countries to garner
advantage or broader re-alignments. We shouldn't be falling into that trap.
Dairy management stands, and tariffs on hockey sticks are off topic. We need to look
at the effects of new tariffs one by one as well as being clear that we deem temper tantrum
politics as not appropriate.
I also feel that Saskatchewan and Alberta were right to allow American alcohol back on the
shelves. Forcing the American liquor sector to wither away is not wise; we are hurting ourselves
in the long run.
Maybe we should just stop reading American news over our neighbors' shoulders, and work
carefully on our own trade policies...