Artificial Intelligence #20
Andriy Burkov
PhD in AI, ML at TalentNeuron, author of ?? The Hundred-Page Machine Learning Book and ?? the Machine Learning Engineering book
Hey. In this issue: an incredibly huge language model from Open AI, a dataset of 4.5 billion parallel sentences for training neural machine translation models from Facebook, a command-line tool for interfacing with AI capabilities from IBM, a neural network that predicts what people will think of your photos on a dating website, and many more!
This issue is sponsored by The Data Incubator.
- OpenAI debuts gigantic GPT-3 language model with 175 billion parameters (the paper explained)
- AutoSweep: recovering 3D editable objects from a single photograph (video, paper, project)
- AI doesn’t just play games—it could also create them
- This girls-only app uses AI to screen a user’s gender — what could go wrong?
- [Sponsored] The Data Incubator - Fall 2020 Data Science Fellowship Now Open
The Data Incubator isn’t your ordinary data science bootcamp. It’s immersive. Work with live code, real data sets, and our best instructors to master the skills needed to succeed in the business world. That’s why we’re the leading data science training and placement organization today.
- There's a new obstacle to landing a job after college: getting approved by AI (more on that)
- Facebook has released CCMatrix, a dataset of more than 4.5 billion parallel sentences in 576 language pairs
- IBM released CLAI, an open-source tool for interfacing with a variety of AI capabilities via the command line (video, paper, github)
- A tutorial privacy-preserving deep learning with PyTorch & PySyft
- Photofeeler-D3: a neural network that predicts which ones of your photos will perform best on a dating website (paper)
- A new implant for blind people jacks directly into the brain and allows rudimentary vision by bypassing eyes
- 481 dataset for natural language processing (plus 181 colab notebooks)
If you work for an AI or data science company or a team, recommend your employer to sponsor one of the newsletter issues, and help to promote, among the AI professionals and enthusiasts, the awesome product or service you work on. Feel free to contact True Positive Inc. for more details on sponsorships.
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Have a nice weekend! See you next week. — Andriy
Software Engineer
4 年The idea of an AI creating a game is interesting, if you had to add some rpg elements it should be capable of creating whole civilisations, cultures and traditions.
Looking for Opportunity
4 年Good post
Senior Software Engineer II at OM1
4 年Have to agree with the skeptics on AI recruiting via reading facial expressions. I wonder who labeled the data sets and how they were labeled? Would different labelers give different answers as to a persons aptitude or even emotion based on a facial expression? If the final label is an average of several labels from experts maybe it could work.
PEACE & PROSPERITY ACTIVIST
4 年Great Article Andriy Burkov
dedicated to driving open-source innovation in software, economy, media, governance and AI for a prosperous future
4 年It's great to see these A.I. exponential advancements, and hope to see much more. But we should see these technologies as complementing us humans and not competing with us. For example we never compare a human's running speed with a car ; but doesn't mean cars will replace humans. If we merge silicon intelligence with biological intelligence, humanity will transcend to levels which we never dreamed of.