CS, AI @uoft. Worked @uoft, @softchoice, @WolfAdvTech. Building @AlphaStoneTech. ~$2K MRR. 3x hack winner, HTN as solo ๐. Korean-Canadian. 2014 immigrant. 21.
FreeCodeCamp released a documentary covering TreeHacks 2026
Aside from the project I worked on, there are many other cool projects in the video. Go check it out!
Feels like a good time to post this one.
@ThePrimeagen posted a video about the AI economy. I wanted to clear up some common misconceptions about the issues AI companies are facing.
tl;dr - it's not just money, it's about compute.
you have to give @MicrosoftAI props for training all these in-house from scratch and getting ALL of them to near-SOTA.
Mustafa built a full fledged neolab inside Microsoft in 2 years, that now MS fully controls from chip to model to harness. Absurdly impressive.
Anthropic Opus 4.8 is new SOTA on ARC-AGI-3
Score: 1.5%, ~$10K
ARC-AGI-3 analysis notes:
* Opus 4.8 read the environment an abstraction *above* Opus 4.7, as objects & systems, not pictures
* Opus 4.8 succeeded on early levels, but still committed to a wrong sub-goal
@atmoio The only problem with the visual neuron analogy is that is itself an oversimplification. In the human CNS there are feedback loops from 'higher' areas of processing BACK to the 'lower' areas of visual processing. So, it is quite literally NOT just simple scaled up.
Geoffrey Hinton, University Professor Emeritus and winner of a Nobel Prize in Physics, granted an honorary degree by Harvard University #UofT
https://t.co/6ktD0iuJfv
NASA is aware of the anomaly that occurred tonight at Launch Complex 36 involving Blue Originโs New Glenn rocket at Cape Canaveral Space Force Station.ย โจโจSpaceflight is unforgiving, and developing new heavy-lift launch capability is extraordinarily difficult. We will work with our partners to support a thorough investigation of this anomaly, assess near-term mission impacts, and get back to launching rockets.
โจWe will provide information on any impacts to the Artemis and Moon Base programs as it becomes available.
Introducing Claude Opus 4.8: it builds on Opus 4.7 with sharper judgment, more honesty about its own progress, and the ability to work independently for longer than its predecessors.
Available today at the same price.