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To what extent are the mechanisms you identified causing companies to go bad the same for non-profits, associations, political parties, etc.?

100% the same. Some people see this as the darkness at the heart of the for-profit sector metastasizing and affecting the other sectors. I think that's a reasonable first approximation of what's going on. But in the book, I tried to make a more intellectually complete case that part of the issue is that our current distinctions that we make between, for example, for-profit and non-profit, are intellectually incoherent. That might be part of the problem, too.

Since that is valid for every model from any country, it's a good idea to review the code the agent creates :)

They forgot to add 'make it as simple as possible' in the prompt is one possible cause.

On a more serious note using a react-like lib for TUI in the hope you'll share the codebase with the web version is a more likely explanation. Still not the best idea.


React is not that stupid to re-render in a loop at 60fps and instead waits for changes to happen before re-rendering. It even batches changes and stuff.

You don't need React for reactive TUIs - at all. I can understand chosing React for web, but for a TUI it sounds like a really poor idea. And in practice we can see that the claude code TUI is also poor.

So how much more improvements are there for efficiency in the Claude code base if they are using react for a tui, in the rest of the code?

I also wonder about the wasted cycles and just the environmental damage caused by all these wasted cpu time . (Edited added a comma for clarity)


How experienced were you at that time?

I was a few years into amateur self-teaching at that time. It helped me think through problems recursively, which was a lot of fun, but my biggest takeaway was learning to think of problems by representing the data with types, then stubbing out functions that dealt with the different types that I needed to solve the problem. Although it's done with an untyped language, it makes you think through the type signatures of all the functions you write. I discovered that whenever something didn't work, the problem was almost always that I misunderstood the data or the type. I also learned how to deal with problems with recursive algorithms through trees and nested data structures like s-expressions. That opened up a whole world of parsing and evaluating.

HtDP is an introductory textbook. It shouldn’t have new material for someone who has 2 years worth of experience.

That said, while I didn’t learn content from it, the exposition of their process was excellent. It really influenced my “personal software process” a lot. Also, it gave me a lot of tools for informal postmortems that I reach for when mentoring junior colleagues.

The book’s taxonomy of the different kinds of recursion helped me see what others found difficult about it.

Background: I liked SICP but HtDP made it easier to see the content as one unified subject instead of a bunch of tricky/interesting individual exercises.


"How can we ensure the gains of AI are shared globally? We do not have a mechanism for this" Somebody inform Anthropic about open models and research.


I use open models all the time, but they are anything but "safe". no amount of lab work can prevent someone from finetuning the released model to do unethical stuff (and its really easy to do this https://arxiv.org/abs/2502.17424)


Being able to finetune is part of 'the gains of AI shared globally', so it's ok.


> the gains of AI shared globally

but does that give the right for people to use their "gains" to take away from those of others? I think its totally fine for smaller models like now, but a mythos-class system probably shouldn't be open weights. At some point systems cant even be used by most people because of the hardware they need.


it wasn't about industrialization, but about not being complicit, the machine was the metaphor for the system (this was the 1960s)


'usa ip theft 19th century' in your fav search engine


Well, I did, and to save others the time, the most relevant resource I found appears to be the book "Smuggler Nation: How Illicit Trade Made America” (2013) by Peter Andreas


Hammock-driven development will get a new meaning.


They're OSS projects in a friendly competition, both working towards the goal of having alternatives to big closed source players. No need for jabs.


I don't think "friendly" and "publishing benchmarks" are at odds with each other.

Model makers (both open and closed weight) typically publish benchmarks against other models and when they do not, people rightfully call them out.

Including comparison against "other OSS engine" is just not helpful (what if it's a sandbagged baseline like HF Transformers?)


The problem here is both aimed for Day 0 support, both got embargoed preliminary model weights and arch, and I don't think they have access to the other sides embargoed code.


If anyone cares about plants suffering they should go vegan, as many more plants are consumed to raise animals than would be if there was a direct plant intake in humans for the same amount of calories and nutrients. Ditto for land use, water, CO2 emissions, etc. but let's assume our friend cares strictly about reducing suffering short of starving themselves to death.


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