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03:36:55

#78 – Prof. NOAM CHOMSKY (Special Edition)

Patreon: https://www.patreon.com/mlst Discord: https://discord.gg/ESrGqhf5CB In this special edition episode, we have a conversation with Prof. Noam Chomsky, the father of modern linguistics and the most important intellectual of the 20th century. With a career spanning the better part of a century, we took the chance to ask Prof. Chomsky his thoughts not only on the […]
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40:23

Data Debt in Machine Learning with D. Sculley – #574

Today we kick things off with a conversation with D. Sculley, a director on the Google Brain team. Many listeners of today’s show will know D. from his work on the paper, The Hidden Technical Debt in Machine Learning Systems, and of course, the infamous diagram. D. has recently translated the idea of technical debt […]
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09:17

TOP 5 Artificial Intelligences of 2022 – Flamingo: Human Level AI?

The first 1,000 people to use the link or my code ainews will get a 1 month free trial of Skillshare: https://skl.sh/ainews05221 Has human level AI been reached in 2022? What are the best Artificial Intelligences released by the biggest AI companies so far? All of this in the top 5 best AI’s in 2022. […]
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12:36

Two Minute Papers: OpenAI DALL·E 2: Top 10 Insane Results! 🤖

❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper “Hierarchical Text-Conditional Image Generation with CLIP Latents” is available here: https://openai.com/dall-e-2/ https://www.instagram.com/openaidalle/ ❤️ Watch these videos in early access on our Patreon page or join us here on YouTube: – https://www.patreon.com/TwoMinutePapers – https://www.youtube.com/channel/UCbfYPyITQ-7l4upoX8nvctg/join 🙏 We would like to thank […]
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09:31

Google's New AI can do Anything (PaLM AI)

The first 1,000 people to use the link or my code “ainews” will get a 1 month free trial of Skillshare: https://skl.sh/ainews04221 Google has been working on its relatively secret Pathways AI project for almost a year now, and now they’ve shown its first results in the form of PaLM AI, which is the biggest […]
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44:19

Scaling BERT and GPT-3 for Financial Services with Jennifer Glore – #561

Today we’re joined by Jennifer Glore, VP of customer engineering at SambaNova Systems. In our conversation with Jennifer, we discuss how, and why, Sambanova, who is primarily focused on building hardware to support machine learning applications, has built a GPT language model for the financial services industry. Jennifer shares her thoughts on the progress of […]
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01:33:08

#063 – Prof. YOSHUA BENGIO – GFlowNets, Consciousness & Causality

We are now sponsored by Weights and Biases! Please visit our sponsor link: http://wandb.me/MLST to get started creating a centralised, system of record for your team’s machine learning work. Patreon: https://www.patreon.com/mlst Discord: https://discord.gg/HNnAwSduud For Yoshua Bengio, GFlowNets are the most exciting thing on the horizon of Machine Learning today. He believes they can solve previously […]
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26:07

[ML News] Uber: Deep Learning for ETA | MuZero Video Compression | Block-NeRF | EfficientNet-X

#mlnews #muzero #nerf Your regularly irregular updates on everything new in the ML world! Merch: http://store.ykilcher.com OUTLINE: 0:00 – Intro 0:15 – Sponsor: Weights & Biases 2:15 – Uber switches from XGBoost to Deep Learning for ETA prediction 5:45 – MuZero advances video compression 10:10 – Learned Soft Prompts can steer large language models 12:45 […]
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15:58

OpenAI Embeddings (and Controversy?!)

#mlnews #openai #embeddings COMMENTS DIRECTLY FROM THE AUTHOR (thanks a lot for reaching out Arvind 🙂 ): 1. The FIQA results you share also have code to reproduce the results in the paper using the API: https://twitter.com/arvind_io/status/1488257004783112192?s=20&t=gB3c79VEX8hGJl6WfZa2iA There’s no discrepancy AFAIK. 2. We leave out 6 not 7 BEIR datasets. Results on msmarco, nq and […]
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38:12

Speaking of intelligence – DeepMind: The Podcast (Season 2, Episode 2)

Hannah explores the potential of language models, the questions they raise, and if teaching a computer about language is enough to create artificial general intelligence (AGI). Beyond helping us communicate ideas, language plays a crucial role in memory, cooperation, and thinking – which is why AI researchers have long aimed to communicate with computers using […]
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09:20

TUTEL-MoE-STACK OPTIMIZATION FOR MODERN DISTRIBUTED TRAINING | RAFAEL SALAS & YIFAN XIONG

The Mixture-of-Experts (MoE) is a sparsely activated deep learning model architecture that has sublinear compute costs with respect to their parameters. MoE is one of the few scalable approaches for training trillion-parameter scale deep learning models. This talk will present Tutel, an open-source project built with the Pytorch framework. Tutel is being actively developed by […]
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01:23:09

Trends in NLP with John Bohannon – #550

Today we’re joined by friend of the show John Bohannon, the director of science at Primer AI, to help us showcase all of the great achievements and accomplishments in NLP in 2021! In our conversation, John shares his two major takeaways from last year, 1) NLP as we know it has changed, and we’re back […]
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09:21

This is how Artificial Intelligence will Control Humans

NVIDIA’s Megatron Turing AI Model can now have conversations with itself to perpetually improve itself in the hopes of understanding how to best control and influence other people in debates. This sparked a lot of discussions in the AI Community because ever-improving Artificial Intelligences pose real dangers to humanity. —– Every day is a day […]
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09:22

The Weird & Lying Minds of Artificial Intelligence (WebGPT)

Humans not understanding how an Artificial Intelligence works or thinks is becoming more dangerous as AI becomes smarter and more powerful. Models such as GPT-3 are known for completely making up statements and directly lying to the person asking it a question. This can lead to many AI Dangers. OpenAI’s new model called WebGPT is […]
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31:15

[ML News] AI learns to search the Internet | Drawings come to life | New ML journal launches

#webgpt #aiart #mlnews The latest and greatest from the Machine Learning world. OUTLINE: 0:00 – Intro 0:20 – Sponsor: Weights & Biases 2:40 – WebGPT: When GPT-3 can search the Internet 15:45 – MetaAI brings children’s drawings to life 17:15 – OpenAI lets anyone fine-tune GPT-3 18:15 – New Journal: Transactions on Machine Learning Research […]
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09:13

Deepmind's New AI Surpasses Human Intellect – Gopher AI

Deepmind has just publically released their GPT-3 competitor called Gopher AI which is able to outcompete GPT by almost 10 times at a much better efficiency level. DeepMind said that larger models are more likely to generate toxic responses when provided with toxic prompts. They can also more accurately classify toxicity. The model scale does […]
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29:09

[ML News] OpenAI removes GPT-3 waitlist | GauGAN2 is amazing | NYC regulates AI hiring tools

#mlnews #gaugan #gpt-3 Your weekly dose of ML News! More GauGAN images here: https://drive.google.com/drive/folders/1tG1rpxP_mnspB1MWi9VZGScw5R-hxUdm?usp=sharing OUTLINE: 0:00 – Intro 0:20 – Sponsor: Weights & Biases 2:20 – OpenAI’s removes GPT-3 Waitlist 4:55 – NVIDIA releases GauGAN2 Webapp 9:45 – Everyday Robots tackles real-life tasks 12:15 – MetNet-2: 12-hour Rain Forecasting 14:45 – TinyML Dog Bark Stopper […]
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11:32

China’s Scary New AI Beats Human Intelligence and the USA •

The biggest tech company in China, Jack Ma’s Alibaba has just released the biggest, most efficient and newest Artificial Intelligence Model in the world. It’s almost 100 times smarter than GPT 3 and is even expected to surpass OpenAI’s yet to be released GPT 4 in both abilities and ease of use. The Alibaba M6 […]
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07:07

This AI Makes Beautiful Videos From Your Images! 🌊

❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/authors/image-captioning/reports/Generate-Meaningful-Captions-for-Images-with-Attention-Models–VmlldzoxNzg0ODA 📝 The paper “Animating Pictures with Eulerian Motion Fields” is available here: https://eulerian.cs.washington.edu/ GPT-3 website layout tweet: Here's a sentence describing what Google's home page should look and here's GPT-3 generating the […]
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15:33

Roundtable Discussion: Efficient and adaptable large-scale AI

Speakers: Ahmed Awadallah, Senior Principal Research Manager, Microsoft Research Redmond Jianfeng Gao, Distinguished Scientist & Vice President, Microsoft Research Redmond Danqi Chen, Assistant Professor, Princeton University Song Han, Assistant Professor, MIT The AI landscape has been transformed by the advent of large-scale models like BERT, Turing, and, most recently, GPT-3. Researchers have brought language models […]
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20:00

Research talk: Prompt tuning: What works and what’s next

Speaker: Danqi Chen, Assistant Professor, Princeton University The AI landscape has been transformed by the advent of large-scale models like BERT, Turing, and, most recently, GPT-3. Researchers have brought language models to new heights in terms of performance, propelling advancements in search, language translation, and more. As models are growing in size and capability, their […]