[ML News] GPT-4 Rumors | AI Mind Reading | Neuron Interaction Solved | AI Theorem Proving

#ai #mlnews #gpt4

Your weekly news from the AI & Machine Learning world.

OUTLINE:

0:00 - Introduction

0:25 - AI reads brain signals to predict what you're thinking

3:00 - Closed-form solution for neuron interactions

4:15 - GPT-4 rumors

6:50 - Cerebras supercomputer

7:45 - Meta releases metagenomics atlas

9:15 - AI advances in theorem proving

10:40 - Better diffusion models with expert denoisers

12:00 - BLOOMZ & mT0

13:05 - ICLR reviewers going mad

21:40 - Scaling Transformer inference

22:10 - Infinite nature flythrough generation

23:55 - Blazing fast denoising

24:45 - Large-scale AI training with MultiRay

25:30 - arXiv to include Hugging Face spaces

26:10 - Multilingual Diffusion

26:30 - Music source separation

26:50 - Multilingual CLIP

27:20 - Drug response prediction

27:50 - Helpful Things

ERRATA:

HF did not acquire spaces, they launched spaces themselves and supported Gradio from the start. They later acquired Gradio.

References:

AI reads brain signals to predict what you're thinking

https://mind-vis.github.io/?s=09&utm_source=pocket_saves

https://neurosciencenews.com/bmi-internal-speech-21837/

Closed-form solution for neuron interactions

https://twitter.com/ramin_m_h/status/1592585672606769153/photo/1

https://github.com/raminmh/CfC

https://github.com/raminmh/CfC/blob/main/torch_cfc.py

GPT-4 rumors

https://thealgorithmicbridge.substack.com/p/gpt-4-rumors-from-silicon-valley?utm_source=pocket_reader

Cerebras supercomputer

https://www.cerebras.net/andromeda/

Meta releases metagenomics atlas

https://ai.facebook.com/blog/protein-folding-esmfold-metagenomics/

https://www.genome.gov/genetics-glossary/Metagenomics

AI advances in theorem proving

https://ai.facebook.com/blog/ai-math-theorem-proving/

https://marketplace.visualstudio.com/items?itemName=jroesch.lean

Better diffusion models with expert denoisers

https://deepimagination.cc/eDiffi/

BLOOMZ & mT0

https://arxiv.org/abs/2211.01786?utm_source=pocket_reader

https://huggingface.co/bigscience/bloomz?text=Suggest+at+least+five+related+search+terms+to+%22M%E1%BA%A1ng+neural+nh%C3%A2n+t%E1%BA%A1o%22.

ICLR reviewers going mad

https://twitter.com/XiangruTang/status/1589703605098975237?utm_source=pocket_reader

https://twitter.com/BlancheMinerva/status/1588164585961422849?utm_source=pocket_reader

https://openreview.net/forum?id=pfuqQQCB34

https://twitter.com/peter_richtarik/status/1591408710366408706?utm_source=pocket_reader

Scaling Transformer inference

https://arxiv.org/abs/2211.05102

Infinite nature flythrough generation

https://ai.googleblog.com/2022/11/infinite-nature-generating-3d.html?utm_source=pocket_reader

Blazing fast denoising

https://github.com/dome272/Paella

https://arxiv.org/abs/2211.07292

Large-scale AI training with MultiRay

https://ai.facebook.com/blog/multiray-large-scale-AI-models/

arXiv to include Hugging Face spaces

https://blog.arxiv.org/2022/11/17/discover-state-of-the-art-machine-learning-demos-on-arxiv/

Multilingual Diffusion

https://github.com/FlagAI-Open/FlagAI/tree/master/examples/AltDiffusion

Music source separation

https://github.com/facebookresearch/demucs

https://arxiv.org/abs/2211.08553