One day, humans will build computers near the Sun, power them with a Dyson sphere, and wait for the results near a black hole. Relativistic time dilation could let us observe far more computation than our local time would normally allow, bringing us closer to the experience of near-infinite compute.
Without computers, I would not have what I have today.
I am grateful for computing, and I want to give something back to the field.
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A Mathematical Framework for Intelligence
[arXiv] (NEW) -
On the Definition of Intelligence
[arXiv] (NEW) In Artificial General Intelligence, Springer Lecture Notes in Computer Science. -
100,000 simulations for an interesting Monte Carlo problem
[url]
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Looped Neural Network
[arXiv]
The first latent reasoning paper, introducing a looped architecture that shows large performance gains for GPT-style models and natural language tasks. -
Self Meta Pseudo Labels: Meta Pseudo Labels Without The Teacher
[arXiv][code]
Single-model semi-supervised learning, where one model acts as both teacher and student. State-of-the-art on CIFAR at the time. -
The first multilingual English-Chinese LLaMA fine-tuned model in the world. [code]
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Fastest multiple pickup-dropoff routing engine
[closed]
- Automatically captures Claude, Codex, and OpenClaw work records into an encrypted local vault. [code] (NEW)
maxnghello at gmail.com

