Security in HC retweeted
I got this question so many times today. "How can you grow 80% at $7B?"
The true answer is that we're finally seeing a breakthrough with AI agents starting to work in the enterprise.
The AIs have been super smart for a while, but have lacked basic context that's in people's heads, or in some SaaS system-or-record. A lot of organizations are deploying FDEs to capture this context, or Ontology, and feed it to the AI. This is labor intensive and expensive. We just automated that with Genie Ontology.
Once you have that enterprise context graph, an AI agent like Genie becomes magical. I find myself no longer waiting for answers from my CRO, CFO, CMO, CHRO etc, I just keep queuing up questions on the phone while sitting in meetings. It'd frankly addictive.
Our customers are starting to do the same, over 70% of all queries on the platform are now generated by Genie agents. This fuels more questions to the platform, which drives consumption, which drives revenue. That's the simple answer.
Security in HC retweeted
I like how Elon casually announces he's going to replace the whole tech tree that the biggest company in Europe relies on as its most in a casual cryptic reply to an anon Twitter moot.
Anthropic: Our Fable 5 model is so strong it got banned by the government.
OpenAI: Well, our model just broke out of a sandbox without internet connection and hacked a company.
Anthropic: Oh yeah? Our model just broke out of it's sandbox and hacked three companies!
🚨BREAKING: Anthropic's Claude AI uploaded real malware to the internet during a test and 15 systems downloaded it within an hour.
The model was told it was in a simulation but it wasn't.
It built a malicious package, published it to a public registry, and used stolen credentials to access a real company's systems.
Anthropic found three separate incidents where Claude gained unauthorized access to three real organizations.
If you fly from Michigan to northern Indiana it’s a smoking deal, on a Thursday at 6AM
we need to arrest @SouthwestAir for sending me an email every morning saying they have flights for $59 when they in fact do not!!!!
Excellent summary on the OpenAi HuggingFace situation
In regards to the OpenAI hack, as more data and information comes out. A couple of thoughts.
One - OpenAI's sandbox environment was not setup or designed well for it to escape the way it did. Devils advocate here, you want it to have as real/live of an environment for appropriate testing on capabilities, so this is a delicate balance.
It's clear that the detection capabilities were not solid either at least for this enviornment. This would have set off every alarm in the detection catalog.
I will say, HuggingFace identifying it within a couple of days is impressive still, granted it could always be better/faster and followed solid response procedures here to minimize the impact during this.
Third, the AI behaved exactly the way its supposed to. It's designed to reduce token cost utilization and finding the easiest way to objective, not the hardest. They are lazy by design. It found it's method to objective through cheating without proper guard rails.
Good lesson learned here, our traditional defensive capabilities still work as designed, should have snagged this, and the question is how do we leverage AI to better define our security controls, defensive posture, and more.
TLDR: Not groundbreaking or earth shattering, still super cool to see these capabilities expanding on the offensive and defensive side.
Also, what an amazing marketing opportunity for OpenAI right now 😂
I will take “How many things can go wrong?” For $1,000 Alex
Security in HC retweeted
they did it. the mad lads actually did it.
i never talked about my time at DOGE last year because it was so controversial and contentious (remember that?)
early last year, @jgebbia recruited a handful of his most trusted early Airbnb engineers to embed at the Office of Personnel Management to solve the "retirement paper" problem.
processing a federal retirement took months, and in the extreme retirees could wait up to 6 months for their full pension to arrive. what was the holdup? paper. remember hearing Elon talk about "the mine" in Pennsylvania? we got to visit it. in deep underground caverns blasted out of limestone, there were literally acres of file cabinets, as far as the eye could see, storing files detailing federal employees' employment and paystub history. a simple "case" might be only a quarter or half inch thick, but really complex cases filled up whole filing cabinets. one famously took up a whole pallet.
each case was hand processed by case workers in cubicles deep underground. they checked calculations, made sure forms were filled out properly (many weren't), and handled a long tail of complex issues. we'd watch as they keyed data into a black and white terminal, transmitting to the COBOL mainframe built many decades ago.
since cases were processed by hand, there were multiple rounds of human review, and additional rounds for complex cases. case files were walked around between one worker's outbox and another's inbox. sometimes it would sit in one place for days, waiting to be picked up.
to OPM's credit, they'd done multiple rounds of "digital transformation" spanning decades, so some systems were newer than others. there was a big effort in the mid-90s. but the systems were disparate, and it was a total maze getting them to talk to each other. there was a big effort to build a web app where employees applying for retirement could digitally fill out the necessary forms — just to be mailed to the mine and stuffed into the paper file. and few federal agencies were even using it.
when we arrived, OPM was midway through a fresh attempt at digital transformation, delivered by a software contractor.
the blackpill was seeing the terrible quality of the software and interacting with the contractors. coming from silicon valley, i couldn't believe how low the talent and quality bar was for selling software to the government. it's clear, as the OG USDS people explained to me a decade ago, the primary skill these vendors have is securing government contracts. it's a huge moat. delivery of quality product be damned.
we fired the vendor and took over the project. they'd been working on it for more than a year, and there was another year before they were going to deliver it. at first we tried to bend it to our will, to actually connect all the various data sources and get to a decent UX for case workers in the mine to use, but we soon realized we were going to have to rebuild the whole stack from scratch.
it was around this time I had to go back to new york — i had a new job waiting for me, a four month old, and a wife whose patience was running out. but i got to watch from afar as the team cranked day and night, hitting early milestones. and now they've fully done it.
huge congrats to Joe and the team. @yatshitcray was the hero in the trenches. indefatigable, unrelentingly optimistic, and determined to see this project through. when i recruited him for "ok i can do two, maybe three months", he stuck it out over a year making this project a reality.
while the retirement project was under the DOGE banner, it operated different from what you heard from the breathless, negative media — we came in with the attitude of partnering with career OPM employees. we were team members determined to bring our software talents to bear on the problem they've been trying to fix for years, which they hadn't had the resources to solve before. they were wary at first, not sure about us, but they quickly saw how authentic and determined we were to work together toward the same goal. props to Joe for developing those relationships, setting the example of how to collaborate together.
what's the end result? lifelong federal employees, veterans, postal carriers get their full pension installments almost immediately. days instead of months. peace of mind for these people to devoted their careers to serving our country. massively streamlined operations inside of OPM. and NO MORE PAPER 🫡🇺🇸
Yesterday was the end of paper retirement processing at OPM, a major milestone in modernizing how we serve the federal workforce. Read the @foxnews exclusive: foxnews.com/politics/exclusi…
Security in HC retweeted
Me, watching USA vs Canada hockey, in the 4 Nations Face Off tonight, after not knowing the 4 Nations Face Off even existed 7 days ago
Security in HC retweeted
The exploding Hezbollah pagers situation is an incredibly impressive supply chain attack by Israel (most likely). I am sure more details will come, but there are already some educated guesses to be made that narrow it down.
🧵1/n
Security in HC retweeted
🔴LIVE in 30 minutes
Today will be the first time I've ever played the Titanfall 2 campaign.
I'm being told its roughly 6 hours long.
Perfect for a jam packed non stop showtime extreme nose bleedin experience.
youtube.com/DrDisrespect/liv…




















