Simplifying a bit, the Treasury should introduce a fixed-coupon perpetuity and a fixed-value floating-rate perpetuity. These should gradually make up the bulk of government debt.
I think this is ultimately the only way it can work, you need an antifragile ally, the friendly gradient hacker. Indeed, I think it is the only way we have ever seen a robustly aligned human, that you would trust to scale outside of their circumstances.
It looks to me like OpenAI’s sandbox for this agent suffered from the (quite naïve) assumption that GET requests cannot be used to update data. That’s certainly how the web is supposed to work, but clearly there are applications that don’t hold to that contract.
But how many that give you a Git repo where you actually *own* the entire intelligence stack? Runtime, model choice, skills, tools, connectivity, sandbox…
If every uh software engineer knew to watch out for false serial dependency chains, things where they were creating series of dependent operations that could not be optimized away or other sorts of architectural problems like that that cannot be easily fixed, then the world would look more like just wait and optimize the hotspot, right?
When agents write code, you don't always need a full sandbox. You can 𝚛𝚞𝚗 their code in a lightweight QuickJS secure context. Faster and more cost-efficient.
So, I think the key point here is the self is not immutable. It's something that can change. People might think my personality is this way. It can never change. Well, your personality is the product of your society of mind.
So, as soon as you switch into something, there's a cost carried over from the previous task, and you're much slower and more difficult for the couple of next trials on the new task. So, there's always a switching cost
This design work is never done, and one of the goals of this intentional conversation is to open the door to revisiting this conversation as our individual needs and the needs of the relationship change.
And most of them really sent reports that their agent produced without actually even testing it. I would I would take a stronger sense of explaining what are the parts that we guarantee and what are the parts that will not be fixed because that that's not our security boundary.
Um so I think it's an alignment failure. I think it's a security failure. I think it's like a very serious thing even though it's you know not not the biggest example of consequence.
I genuinely believe that if you took an open weights model from 2025 and built a pentest harness for it, it could do this kind of sandbox escape and scan/hack in most networks. This is only surprising because you assume OpenAI has sounder sandboxes.
But just because we have a fixed relatively fixed number of cells doesn't mean that we can't change the connections between those cells. And that's happening all the time. And that is, you know, the main principle of neuroplasticity.
Government is where the literal money is (money that could often go much further if we fixed what's wrong with government), but it's also where the impact is. And it's where the legitimacy is.
So often with new software paradigms, what looks like inevitability turns out to be just design failure that can be solved with the right guardrails or affordances or system instructions.
For that to be true, agents need to be able to see and understand the system. And agents need to be able to improve the things that need fixed. For that to be true, humans need to be able to see and understand the system and then take action to fix it. Uh and for that to be true, we got to see the system.
There were booms and busts, and cumulative price inflation was zero, and the United States went from a new-world emerging backwater in the late 1700s to being the world's largest economy by the late 1800s.
Canonical’s LXD works out-of-the-box on Ubuntu, and is a great way to sandbox an agent into a disposable environment where the blast radius is limited should the agent make a mistake.
changing the dripper diameter, keeping all other important variables fixed, has no impact on the brew mechanics and the resulting cup, in an "idealized" scenario
When AWS ships a service which is half-baked, it diminishes customer trust in AWS as a whole; even if the problems in that service ultimately get corrected (either by fixing them or in some cases by simply getting rid of a service which should never have existed in the first place) the memory of a failed launch will live on in customers' minds for years to come.
I think that sedentary armies, sedentary civilizations, they get stuck in ways, this is how we do it. And we're going to make it a little faster, we're going to make it a little bigger, a little stronger but this is how we think. Genghis Khan had no set way to think and, when he encountered the first walled cities around 1209 after founding his nation in 1206, he went out on these raids and I really think there were raids not wars at first.
Clients still pay a fixed monthly retainer to ensure the professional maintenance of the whole portfolio, and to get access to the expertise of all of Geomys’ maintainers.
Physics hardly even acknowledges that the universe is random at its base. We like to think we live in a deterministic universe and everything’s deterministic. But I think that’s probably an artifact of the way that we’ve written down laws of physics since Newton invented modern physics and his conception of motion and gravity, which he formulated laws that had initial conditions and fixed dynamical laws.
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