[Blogs] Martin Ziqiao Ma

Blogs

Let me know what's on your mind :)

Compression is intelligence. -- Ilya Sutskever
Visual compression is spatial intelligence. -- Hao Tan
Language is compression from infinite meaning spaces onto finite, compositional symbols, so using language is by definition intelligent.
Mapping is understanding.
Grounding maps words to the world, so language grounding is language understanding.
There are only three true problems in industry AI: machine learning, hardware-software codesign, and data science.
NLP and CV are almost dead, but computational linguistics and graphics are still very alive!
We should get rid of dataset and call it data. Humans have no data boundary.
Benchmarks are sampling functions over the problem space.
Cognitive science is not about human intelligence, it's about intelligence of all forms.
AI for cognitive science is science: it studies the drivers of shared human-machine cognition and the mechanisms behind their differences.
Cognitive science for AI is beautiful but not necessary.