AI software engineers are compared to humans based on SWE-bench, which mainly covers Python tasks with ≤15 line changes evaluated by unit tests. I wrote this article to provide a framework to assess if AI's progress on this benchmark is relevant to you
stepchange-blog.ghost.io/why-do-ai-soft…

i started hacking on a laravel/php project, the project was bought from another indiehacker. i think i'm in love. so so well organized. it's like ruby on rails but so much more stable. first time coding in php.

tesla autopilot is getting impressively good. did a 15 minute ride to a shop that i usually take with 3-5 interventions. did it again today with the latest update and had 0 interventions (other than parking)

is anyone familiar with the rabbit r1 device and how they plan to use it (if they pre-ordered it)? my brother mentioned it recently and i wanted to learn more about it.

the wallets for tron/usdt are pretty bad. everyone i pay for (outside of the US) uses tron network usdt only. rainbow wallet makes 5-10m arr from their wallet with just eth/base support. cb wallet no tron support. trust wallet sucks. anyone working on building a new wallet app?

it's crazy to think that if the founding fathers were alive today almost all of them would be hardcore bitcoiners.

fun fact: as amazon alexa got more usage the training costs essentially became minimal compared to the inference costs. we can probably expect the same for LLMs and most new models. the market for improving inference is going to be huge.

imagine what this would do to healthcare!

this is going to become more and more common in the US. check prices at a US hospital for a procedure. price compare with Mexico and other nearby countries. fly to Mexico to get work done

should i use a better crm? closed 5-10 customers for a new product and a couple of businesses with 10-20 users. and i still track everything in a google sheets. or would airtable be better? how do other people do it? want something easy to input to that doesn't take a lot of time…

dogs are awesome

if youtube gave a algo boosted math videos over thirst traps, us gdp would double in a few years haha

here's how you can get really good at math (and reading any research paper that has a lot of math).

every time you run into a math formula you don't understand screenshot and throw into chatgpt or perplexity. prompt with 'explain & simplify'.

it should give you a quick…

The age of robotics is coming fast.

# on shortification of 'learning'

There are a lot of videos on YouTube/TikTok etc. that give the appearance of education, but if you look closely they are really just entertainment. This is very convenient for everyone involved : the people watching enjoy thinking they are…

how is this even legal

I'm starting to think that game engines will soon become the training set for robotics. Generate millions of variation for a job, e.g. flipping a burger and build a model that works for a robot to 'flip a burger'. Currently this takes a time to do training, but I can imagine a