Such corrections become even more important in the age of LLMs where we're gonna see more fake stuff. I honestly thought this is some kind of a joke but it turned out be a talk.
Reading that one now. I finished The Anarchy before that and it was a great intro to the 18th century and how it made the ground fertile for upcoming colonial period.
I read it and it changed my view of the colonisation of India, the way the book portrayed it the place was basically a slaughterhouse until the Pax Britannica was imposed. I'm not saying the British were perfect but it seems a lot better than being raped or hacked to pieces depending on your gender by the army of the despot in the state next to yours at a moment's notice.
Someone was able to run gemma-4-26B-A4B on an i5-8500 with 32 gb ram with NO GPU. Granted this is an extreme example these MoE models are value for money for a lot of use cases.
Wonder how much of a temperature difference is due to El Nino? As a kid I used to spend some time in central India during summers(temp: 40-43C). It helped that schools used to be shut around that time and expectedly, people would spend as little time outside as possible. Also, it's the hot winds that get you(usually more prevalent in the countryside).
It's hard to imagine if you have not experienced it. The air would still be hot even after the sun sets in some parts of India. Usually when wind blows over you you feel cool. With hot air it's like a blow dryer in your face. Just thermal energy being dumped on you making you feel even worse
If you are in the US then you can go to a hot place in the south west, even Eastern WA/OR or the California central valley when its >105F outside the wind blows and it feels like a hair drier or opening the oven, its not a cool breeze.
I live in the desert SW after living in far more humid climates. Two weird experiences:
Standing outside talking to friends after the sun set, where it's still over 100F outside: I could feel brief (minor) chills pass over me as I'd sweat in bursts and it'd instantly evaporate.
And back when I was cycling, I'd start summer rides about an hour before dawn, when it'd be at its coldest (sometimes 90F for the low). I learned to not rub my face because I'd have salt crystals from dried sweat, and they would abrade skin near the corners of my eyes.
In southern california, they have santa ana winds[1], which are often hot and very dry. When I lived there it was pretty unpleasant when they were strong. A hot wind in a place that's much warmer would be a lot of heat stress for people.
People who have lived in Washington for a long time do not, in fact, welcome Californians to Washington, nor is Washington especially warm and welcoming to anyone else. The Seattle Freeze is real.
Even without those incentives, the messaging is clear: you don't want your inference to be shut arbitrarily. Export controls are nothing new but a lot of people have underestimated them due to globalization and the general nature of software. This is a good opportunity for entities around the world to get their setup going.
One of my concern is LLMs are going to generate a lot of low quality code for languages that do not have sufficient discussions on forums like Stackoverflow.
That's why these niche languages need state-of-the-art compilers that enforce invariants more strongly. This way, they can catch most of the subtle bugs the LLM produces, sort of like antibodies.
