How would an LLM be useful in predicting wildfires? A project that incorrectly claims to solve a problem "using AI" has negative value. By proposing a solution that will not actually work, these hackathon participants make a complex challenge seem trivial and take away attention from other, more mature work.
[1] https://www.nature.com/articles/s41598-025-92171-w [2] https://sites.research.google/gr/wildfires/
It's been a while and I now have a lot more context than back when I wrote the post in anger.
Disclaimer: As a result of people I met during the hackathon, I was somehow able to get into Entrepreneurs First, a startup accelerator/residency program and moved from Cardiff to San Francisco. The organizers of the hackathon has lots of ties to people who now fund me. What I say now will obviously be more measured and possibly biased.
There's many types of hackathons, and they exist for different purposes. I went in with the expectation of something similar to Huawei's Tech Arenas where the goal is to find the most technically capable engineers for specific problems (combinatorial optimization, optical network routing, etc) with the ability to communicate tacked on. That is why they're nearly a month long with actual metrics you compete by (latency, profit, etc)
HackEurope is a recruiting pipeline for larger startups and venture capitalists. They are specifically selecting for good pitchers, not technical people (which for them is a dime a dozen)
Having now been in the startup ecosystem for a bit, I can see it playing out very similar to how the hackathon went. Oversell and call it a long term vision when probed & you'll get enough funding to make at least something, even if you have to hire or contract everything out.
I still can't believe I'm here and I feel less and less human each passing day. The temptation of capital chips away daily at one's moral compass.
Yeah. I was an engineer in a startup for a good bit and after a certain point I realized that for us there wasn't any point in actually trying to make working products - a flashy render did so much more than anything working ever would, at least until tens of millions of funding had been raised. Many of the other startups pitching at the same events as us were using off-the-shelf software and saying it was theirs, if they had any demo at all instead of concept renders.
And at that point, having little experience in creating renders, I contented myself with going to conferences, following around my much more charismatic cofounder, and saying tech buzzwords to make the business types smile. They sure love their AI. More than one conference we went to had an itinerary of talks where literally every talk title had "AI" in the name.
I don't think it was a waste. I learned people skills, I can talk to a crowd, pitch ideas confidently to men in suits full of the right words if I have to, and I do think on some level it is actually the right call to not build. Whatever I would have hacked together with me and whoever else was around would not have been the basis for a good product and probably would have calcified bad decisions anyways - better to raise capital before building.
It's up to you to decide whether to play the game or make something actually worth making, for your own pride.
This is also true to a lesser extent of the wider world.
ludston•49m ago
georgefrowny•36m ago
phoronixrly•20m ago
There are the people doing actual work and science to move society forward, and then there's the people who stroll up and confidently peddle their idea to replace them with a barely thought-through app...
acheong08•2m ago
Most early stage startups around me right now are built on the premise of replacing groups of people. There's a startup strapping sensors and cameras onto blue collar workers in developing countries to take "egocentric" data and train "world models" to the get robots to replace skilled physical labor. Lots of "ambient capture" to then automate away the work of the employees getting recorded.
Even what I'm building right now, which was initially just a tool to help me with my ADHD and memory problems is slowly getting twisted towards the same direction based on where the money is.
I would love to know how to build a company that serves real humans rather than the accumulation of capital and the extractive nature of corporations.
acheong08•11m ago
I live a fairly social life and enjoy going to karaoke and going on hikes with friends or strangers not in tech/startups, and many of the others in the residency simply can't understand why I'd want to interact with people they perceive as less intelligent than them.
"Think about it. Think of the most average person you know. 50% are more stupid than them. And you won't get any value out of speaking to those"
vasco•29m ago
Fizz43•12m ago