[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

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/?utm_source=twitter&utm_medium=organic_social&utm_campaign=blog

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

Multilingual CLIP https://twitter.com/rom1504/status/1593719037808320513

Drug response prediction https://phys.org/news/2022-10-ai-accurately-human-response-drug.html

Helpful Things https://huggingface.co/Onodofthenorth/SD_PixelArt_SpriteSheet_Generator https://huggingface.co/spaces/ronvolutional/sd-spritesheets https://github.com/daspartho/prompt-extend https://huggingface.co/blog/fine-tune-whisper https://twitter.com/CarsonKatri/status/1585412662724272128 https://github.com/carson-katri/dream-textures/ https://www.youtube.com/playlist?list=PLzvYlJMoZ02Dxtwe-MmH4nOB5jYlMGBjr https://github.com/xl0/lovely-tensors https://github.com/jerryjliu/gpt_index https://colab.research.google.com/drive/1o1qYJcFeywzCIdkfKJy7cTpgZTCM2EI4 https://dagshub.com/blog/launching-data-streaming-and-upload/?utm_source=pocket_reader https://dagshub.com/blog/build-an-end-2-end-active-learning-pipeline-part-1/ https://github.com/run-ai/genv https://arxiv.org/abs/2210.14868 https://github.com/timeseriesAI/tsai https://medium.com/@yangyou_berkeley/diffusion-pretraining-and-hardware-fine-tuning-can-be-almost-7x-cheaper-85e970fe207b https://medium.com/@hpcaitech/accelerating-structure-prediction-of-protein-monomers-and-multimer-by-11-times-769715dcb5b5 https://github.com/hpcaitech/ColossalAI/tree/main/examples/images/diffusion https://arxiv.org/abs/2211.03726?utm_source=pocket_reader https://github.com/Deci-AI/super-gradients https://github.com/facebookresearch/shumai https://github.com/huggingface/safetensors https://github.com/google/learned_optimization/tree/main/learned_optimization/research/general_lopt https://github.com/NVIDIA-Merlin/dataloader https://loda-lang.org/ https://loda-lang.org/edit/ https://github.com/EelcoHoogendoorn/numga https://arxiv.org/abs/2210.07316v1 https://huggingface.co/spaces/mteb/leaderboard https://twitter.com/natfriedman/status/1575631194032549888 https://github.com/nat/natbot ... https://www.youtube.com/watch?v=r8wiBA3ZaQE