AI News Weekly – Issue #183: AI Governance: How To Get It Right – Oct 15th 2020

Original article was published by on AI News Weekly

In the News

AI (Artificial Intelligence) Governance: How To Get It Right

AI introduces unique problems. Training data is often flawed, such as with errors, duplications and even bias. Then there is the issue with model drift. This is when the AI degrades over time because the algorithms and data do not adequately reflect the changes in the real world.

forbes.com

Sponsor

451 Research Report on Orca Security’s Light, Agentless Approach to Cloud Security

Orca’s combination of SaaS delivery, SideScanning technology, and access to cloud configuration APIs provides security visibility and context into different aspects of cloud security with less friction than agent-based approaches.

orca.security

In The News

AI Is Throwing Battery Development Into Overdrive

In 2019, a team of researchers from Stanford, MIT, and the Toyota Research Institute used AI trained on data generated from these machines to predict the performance of lithium-ion batteries over the lifetime of the cells before their performance had started to slip.

wired.com

Cory Doctorow: ‘Technologists have failed to listen to non-technologists’

He has worked for the Electronic Frontier Foundation and helped found the Open Rights Group – he is an advocate of liberalising copyright law.
If they ever do bury me, as opposed to scattering my ashes in the Haunted Mansion at Disneyland, I want my tombstone to read: “This will all be so great if…

theguardian.com

Robot that can perform colonoscopies aims to make it less unpleasant

University of Leeds A robot that can perform colonoscopies may make the procedure simpler and less unpleasant.
The probe is a magnetic endoscope, a tube with a camera lens at the tip, that the robot controls via a magnet external to the body.

newscientist.com

Applied use cases

New deep learning models require fewer neurons

An international research team from MIT CSAIL, TU Wien (Vienna) and IST Austria has developed a new artificial intelligence system based on the brains of tiny animals, such as threadworms.

mit.edu

Using a TensorFlow Deep Learning Model for Forex Trading

Meta Trader 4: A popular platform for Forex manual and algo trading.
Setting up Flask from your console: The full source code setting up the system is on my GitHub page for setting up the server.

medium.com

Environment and Distribution Shift

In one classic setup, we assume that our training data were sampled from some distribution but that our test data will consist of unlabeled examples drawn from some different distribution .

d2l.ai

Ethics

How to Make AI More Humane

Frank Pasquale helped put algorithmic accountability on the public agenda with his 2015 book, The Black Box Society: The Secret Algorithms That Control Money and Information.

oliverwymanforum.com

BMW writes code of ethics for AI in collaboration with the EU

Building on the fundamental requirements formulated by the EU for trustworthy AI, the BMW Group has worked out seven basic principles covering the use of AI within the company: Human agency and oversight.

bmwblog.com

Shrinking the ‘data desert’: Inside efforts to make AI systems more inclusive of people with disabilities

That’s why City, University of London, a Microsoft AI for Accessibility grantee, has launched the Object Recognition for Blind Image Training (ORBIT) research project to create a public dataset from scratch, using videos submitted by people who are blind or have low vision.

microsoft.com

Robotics

30 women in robotics you need to know about – 2020

Keiko Homma Senior Researcher Service Robotics Research Team, Robot Innovation Research Center – AIST Keiko Homma is a senior researcher at AIST in the Assistive Robotics Research Team, Human Augmentation Research Center.

robohub.org

Smart Robots: Out of the Lab, Into the World

In a recent podcast with host Abigail Hing Wen, Pieter said he first became enamored with robots not from popular depictions in the media, but when he thought, “What if I write a piece of code and it beats me in chess?

intel.com

Researchers built a robot squid that propels itself with a water jet

To help explore underwater environments without damaging coral or sea life, engineers from UC San Diego created a robot squid (via Hackster.io).
Soft robots are less likely to harm aquatic life than rigid ones.

engadget.com

Research

Decolonizing AI with Shakir Mohamed

In this special #TWIMLfest edition of the podcast, we’re joined by Shakir Mohamed, a Senior Research Scientist at DeepMind.
Shakir is also a leader of Deep Learning Indaba, a non-profit organization whose mission is to Strengthen African Machine Learning and Artificial Intelligence.

twimlai.com

Reinforcement learning is supervised learning on optimized data

The table below compares the supervised learning perspective to the optimization and dynamic programming perspectives: Data used in loss collected from current policy arbitrary optimized data

berkeley.edu

Heroes of NLP

Heroes of NLP is a video interview series featuring Andrew Ng, the founder of DeepLearning.AI, in conversation with thought leaders in NLP.

deeplearning.ai


This RSS feed is published on
http://aiweekly.co/.
You can also subscribe
via email.