Eigenhector

@eigenhector.bsky.social

Machine learning, meditation, magic, muscles, mathematics, metta, meta, memes, manifolds. Researcher in Machine Learning and Contemplative arts. https://scholar.google.com/citations?user=KjOV76MAAAAJ&hl=en Recsys book author https://amzn.to/3ANPx6e

Are there use cases of GenAI people like that isn't generic AI slop? I've found short stories narrated on YouTube good if the content I written by humans and if the voiceover is good but bad if the stories are AI generated.

Yeah category error. The traditions I study don't consider intelligence to be the ineffable mystery but consciousness or sunyata or nirguna Brahman. Intelligence in traditions like yoga are hardly mentioned maybe under name and form and considered the outer layers of the mind I believe.

tal yarkoni@talyarkoni.com · 2y ago

i mean, it doesn't _have_ to be an ineffable mystery to the human mind. but it's just as vibes-driven to assert that it simply _can't_ be. consider also the possibility that it's a category error to expect a nebulous term like intelligence to map in any sensible way onto "fundamental principles"

We've released our paper "Generating 3D-Consistent Videos from Unposed Internet Photos"! Video models like Luma generate pretty videos, but sometimes struggle with 3D consistency. We can do better by scaling them with 3D-aware objectives. 1/N page: genechou.com/kfcw

Our upcoming SIGGRAPH Asia paper explores refining 3D shapes using text descriptions. For example, we transform the spheres and cylinders on the left into a detailed teddy bear! 🧸 Read on for more details in the thread! 👇

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I have sort of a related goal of exploring inner worlds using these models. For example the fire kasina phenomenology of the Theravada described in the Visudhimagga can be explored with a model of convolutional neural networks instead of biology. It's all a kind of psycho cosmology.

Blake Richards@tyrellturing.bsky.social · 2y ago

1/ I work in #NeuroAI, a growing field of research, which many people have only the haziest conception of... As way of introduction to this research approach, I'll provide here a very short thread outlining the definition of the field I gave recently at our BRAIN NeuroAI workshop at the NIH. 🧠📈

I'm up 1100+ followers on BlueSky in less than 3 weeks and down 150 followers on X posting the exact same content. If you are working in data: - BlueSky is the place to connect with other developers - LinkedIn is where to reach industry contacts - X is just not where your audience is any longer

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Homotopy type theory and law crafting are weirdly similar to exploring non dual mystical states via self and other duality. It's like the inside is fractally similar to the outside as claimed by some traditions due to one's consciousness experiencing both.

Gro-Tsen@gro-tsen.bsky.social · 2y ago

Interestingly enough, mathematicians are still trying¹ to figure out exactly what “equal” means. But one thing constructive mathematicians agree on: “equal” means “not apart” and also “not separate”. 1. See, e.g., homotopy type theory and the “univalence axiom”.

Huh logged on and Windows was pushing for me to use an NPU which I thought was funny and followed up and TIL that Windows has ARM chips! Snapdragon X elite. Amazing! Last time I was running Windows on a non x86 arch was probably Dec Alpha or Intel Itanium.

Curious to learn what research is looking like at Meta these days. Seems that most other places are shutting down research. I’d like to think that this means we will be stagnate once LLMs hit any nontrivial wall. Thoughts welcome on this too.

Hello new friends! My day job is a research lead in machine learning on population dynamics, public health and climate. However I am also doing a grad degree in contemplative arts so I might sometimes write about machine learning and then some random mystic practice from an ancient text FYI.

Our population dynamics embeddings are available for testing in various areas of science, cross posting to the 🧪 feed. Please see blog post for how to access these US zip level features and corresponding paper on arxiv.

Eigenhector@eigenhector.bsky.social · 2y ago

Been working on a geographic population dynamics foundation model this year paper out today. Great for superresolution, interpolation and geographic extrapolation research.google/pubs/communi...