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The SF homelessness trap, simply:
Advocates convince liberals they're helping locals priced out of housing. The city spends billions on housing and services. But many recipients are drug users from outside SF.
Users attract dealers. Drugs stay cheap, services stay generous, and more people come. Cartels see this and bring in cheap fentanyl. Problem explodes.
Advocates mean well, but the unintended consequences are too great. The money we spend on housing, treatment, and healthcare for out-of-town drug users could go to San Francisco Kids & Schools.
If you can use models to reverse engineer anything and use models to swarm and find vulnerabilities, we are not ready for what's going to happen over the next 12 months.
We've now have the autonomous black hat hacker.
Tremendous crisis right in front of us.
One thing to consider is that the best hacks on American companies will go down very quietly. A great hacker is unseen. So you should presume that attacks on American companies that are noticed, are a small portion of what’s happening out there. Most hacks are just silent and steadily waiting to accumulate more valuable information on an on going basis.
One thing to consider is that the best hacks on American companies will go down very quietly. A great hacker is unseen. So you should presume that attacks on American companies that are noticed, are a small portion of what’s happening out there. Most hacks are just silent and steadily waiting to accumulate more valuable information on an on going basis.
Suhail retweeted
We are releasing Ultramarine 1 Flash, a frontier-class model built for knowledge work. It is open-source and achieves similar performance to Fable 5, while being 60x cheaper.
It was post-trained by a team of 5 for ~$300k all-in. Available on API now, with weights releasing in 2 weeks.










