I personally love coding! unfortunately for me the agents are much faster at it and often more correct, especially after iteration. Guiding AI is more efficient currently.
Totally anecdotal, but recently my wife had to go to urgent care for something wrong with her ankle- They send a 4-5 page sheet of arcane terms and diagnoses to her care app (relayed to me via text) and I just slammed that into gemnai and asked "what does this mean" and it did quite well! Gave possible causes, what it meant for her in the long term vs short term, and ways to prevent it. I had a better understanding of what was wrong before the doctor even got to my wife in the waiting room!
Obviously still double check things, but it was moment of clarity I hadn't really had before this. Still needed the doctor and all the experience to diagnose and fix things, but relaying that info back to me is something doctors are only okay at. Try it out! take a summary sheet of a recent visit or incident and feed it in.
They are an improvement over most languages, but the are _not_ better than sum types for the reasons listed above. Way less flexible and forces a lot more verbosity when compared to more functional languages.
Hes definitely wrong on how the error types can help account for that but it would be best in class if we could properly chain them AND use all the greatness from interfaces.
There is a good argument for never using debuggers except for core development- Once finished your logs/metrics/events should be good enough to understand what is happening in an application. If debugging your application requires breakpoints you wont really be able to debug a live instance, and wont be able to easily signal off what is happening in the future.
> Our hope is that these extensions can over time be contributed to upstream OCaml.
Yeah, its more just extensions to support their use cases at scale. Think of it more as bleeding edge ocmal, once they work out kinks/concerns they'll get merged back into the language OR if it remains ultra specific it'll stay in oxcaml.
I thought that too (but more New York Christmas Eve movie impressions) until I saw steam coming from manholes in Denver. Blew my mind that it was a real thing haha.
In addition to the heating/cooling uses, the mint in Denver uses it to clean coins!
nope you have the article right. "if you copy an existing model, you can get a pretty comparable model!"
Really, [what the underlying paper](https://arxiv.org/abs/2501.19393) shows is how much you can improve existing models with several of the techniques released by openai recently (extending thought processes via "wait")
It shows we can get a lot of mileage out of that technique.
Surprisingly I find it does! The bulk of the time shouldn't be spent typing I agree, but often once I've mapped out what I want to do I need to type a lot. Improving my typing helped my "flow" as I made less mistakes and was generally faster once I got to the "make it happen" stage.
I was homeschooled from 2nd - 8th grade. My elementary school was trying to put my brother on adderall and my class had sorted me into the "blue" group of readers (colors of the rainbow for reading ability). I apparently came home talking about how I was slow and it was okay because we all learn at our own pace.
Definitely not a great school! both my brother and I ended up going to college and getting engineering degrees, and had zero issues with academics in high school. My mom did a pretty okay job but it was absolute hell on her, I entered high school ahead on mathematics/history but pretty behind on writing and science. The science I dont blame my mom for, all the curriculum at the time was insanely religious, so the ones we could find were very dry.
Those are sources, and while curiosity is great most kids are focused on specific things not everything. Kids need direction and somebody them to focus on things they dont want to learn- like a kid who loves animals isnt going to learn math or how to write well, and a kid whos interested in history might not care at all about science.
Parents are no better at this unless they are incredible focused on utilizing a curriculum and addressing their own issues along the way- And even then, learning with other kids is incredibly helpful. Talking to a computer is not a replacement for a teacher (yet).
> I don’t think I understand a subject unless I can teach it, explain it and argue both sides about why you should and shouldn’t use it.
this is 100% why I write "courses" alongside my notes when learning something- forces you to think about pitfalls you fall into while learning, things you need to revisit and an overall story on how to introduce a topic.
but blogging? Outside of an immediate personal sphere I don't really see the need. Although that said I'm looking at things like [pico.sh](https://pico.sh/prose) just to play around with presentable notes/courses rather than my default obsidian stuff.
One thing this article does is assume extreme functional mindset, I dont even think OOP enters into the authors mind- With that context, I think that statement isn't about object constructors but type constructors.
Man, I get that python is easy to write but maintaining deployed python code is some of the worst experiences in modern software devlopment.
Less Code != less buggy or more stable code, it just means more implicit code. I contend you spend way more time after release debugging runtime issues or patching random edge cases that are just completely eliminated in typed languages, or deploy/env issues that are eliminated in languages that produce a single binary.
Developer efficiency should include your support time after the writing code.
AND holy shit I have to install another venv to run special-snowflake-3 script I will literally lose it. I literally have a folder of all the venvs I need to run one-off shit people pass me. I get the lack of wanting to compile things but thats not a problem with modern build systems like Rust/Go have- Beyond trivial.
The Fed will always fix it as _thats what the fed does_. Debt, spending, interest payments are all treasury- The stability of the system is the fed. They often work together but I'm willing to bet the fed is very unhappy with the level of debt and unable to do anything about it. Fed just controls the money supply and interest rates in an extremely technocratic way, divorced from the government or policy making.
> Cumulative inflation of 66.3% over the last 20 years (based on CPI, it's probably actually worse).
While this is bad, if you check the cumulative inflation from 1999-2019 where inflation had essentially been "missing" in the 1-2% range the cumulative inflation is 55%. Regardless though looking at inflation numbers is only half the picture, if you look wage growth in the same period, comes out to several percentage points above inflation/price growth. Even with all the big numbers we are doing pretty well!
Its the moderating effect of the Mediterranean! Its wild to see the temperature differences of Wisconsin, Montana, Dakota(s) compared to France & Spain. All that water helps insulate Europe even those its at a northern latitude.
Man, unless its dramatically improved in the last 5 years Sydney and Melbourne were around the same level as hell as LAX/SFO are. Sydney was particularly bad the 3 times I had to move through it haha. My average LAX traversal is much smoother than Sydney ever was.