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Much better idea to just buy oil and gas from Russia /s

Better than nuclear power plants getting hit by drones.

We will have Chernobyl longer than dependency on Russian oil and gas


There are plenty of good models on Openrouter that are very cheap, maybe it's time to experiment with alternatives.

what are some of them?

MiniMax M2.7, MiMo-V2-Pro, GLM-5, GLM5-turbo, Kimi K2.5, DeepSeek V3.2, Step 3.5 Flash (this last one is particularly cheap while still being powerful).

Can't judge on the quality of the comparison but I'd start from https://arena.ai/leaderboard/code and maybe from OpenRouter's ranking.

Kimi K2

>so despite the name it is probably best compared with the 8B/9B

It runs much faster than a standard 8B/9B model, the name is given by the fact that it uses per-layer embedding (PLE).


There is also: https://github.com/linto-ai/whisper-timestamped

It doesn't use an extra model (so it supports every language that works with Whisper out of the box and use less memory), it works by applying Dynamic Time Warping to cross-attention weights.


Just a warning that plain WhisperX is more accurate and Whisper-timestamped has many weird quirks.

I will copy the supermarket and paste it somewhere else.

I'm also going to download a car.


Because the internet is noisy and not up to date all recent LLMs are trained using Reinforcement Learning with Verifiable Rewards, if a model has learned the wrong signature of a function for example it would be apparent when executing the code.

These projects are the new "To-Do List" app.

I'm not from Pakistan but Karachi is the only vertical city in Pakistan, most people lives in apartment buildings, I would suggest looking at other cities like Lahore.

It may be survivorship bias, you only notice the AI ones that are bad.

The problems are not visual but epistemic. If the author didn't specify enough to produce a useful chart, then it's going to be the diagram equivalent of stock images thrown on a finished presentation by a lazy intern. You can't rejection-sample away this kind of systemic fault.

The simple truth we're about to realize is there is no free lunch: a tool cannot inject more intent into a piece than its author put in. It might smooth out some blemishes or highlight some alternative choices, but it can't transform the input "make me a video game" into something greater than a statistical mix-mash of the concept. And traditional tools of automation give you a much better, more precise interface for intent than natural language, which allows these vagaries.


Yeah there are almost certainly times when it is gen ai and you just didn’t notice.

>It's clear how insane this culture war against trans people is when you consider this only applies to trans women and not trans men?

I believe the logic is based on the fact that male athletes are stronger than female athletes.


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