Deep Learning AMI for Ubuntu v1.3_Apr2017 Now Supports Caffe2

Deep Learning AMI on Amazon Web Services quickly added Caffe2 along with TensorFlow & others

  • We are excited to announce that the AWS Deep Learning AMI for Ubuntu now supports the newly launched Caffe2 project led by Facebook.
  • The Deep Learning AMI v1.3_Apr2017 for Ubuntu provides a stable, secure, and high-performance execution environment for deep learning applications running on Amazon EC2.
  • The AWS Deep Learning AMI (available for Amazon Linux and Ubuntu) and the AWS Deep Learning CloudFormation Template let you quickly deploy and run any of the major deep learning frameworks at any scale.
  • The AWS Deep Learning AMI is provided and supported by Amazon Web Services, for use on Amazon EC2.
  • There is no additional charge for the AWS Deep Learning AMI – you only pay for the AWS resources needed to store and run your applications.

We are excited to announce that the AWS Deep Learning AMI for Ubuntu now supports the newly launched Caffe2 project led by Facebook. AWS is the best and most open place for developers to run deep learning, and the addition of Caffe2 adds yet another choice. To learn more about Caffe2, check out the the Caffe2 developer site or the GitHub repository.
Continue reading “Deep Learning AMI for Ubuntu v1.3_Apr2017 Now Supports Caffe2”

Facebook open sources Caffe2, its flexible deep learning framework of choice

Facebook open sources Caffe2, its flexible deep learning framework of choice  #F82017

  • Today Facebook open sourced Caffe2.
  • Back in October, Facebook announced Caffe2Go, what effectively was a mobile CPU and GPU optimized version of Caffe2 (they even both have Caffe2 in their names if you parse it right).
  • Today’s release accompanies partnerships at the hardware, device and cloud levels.
  • Prior to release, Caffe2 was deployed at scale across Facebook.
  • Caffe models can be easily converted to Caffe2 models with a utility script.

Today Facebook open sourced Caffe2. The deep learning framework follows in the steps of the original Caffe, a project started at the University of California,..
Continue reading “Facebook open sources Caffe2, its flexible deep learning framework of choice”

China Is Losing to the U.S. in High-Stakes Battle for Artificial Intelligence Talent

#Baidu’s loss of its chief scientist is a setback for #AI in #China  MT @tprstly via @WSJ

  • Artificial intelligence may be tech’s hottest sector, and Chinese internet giants and startups alike have been engaged in fierce competition to poach top talent from Google, Facebook, Microsoft and elite universities around the world.
  • Few of these hires had the status of Andrew Ng, whom Baidu Inc. recruited in 2014 as its chief scientist to oversee AI research.
  • One of the top brains in the field, Mr. Ng formerly led Google’s…

As ambitious as they are, China’s tech firms are behind the likes of Google, Facebook and Microsoft when it comes to artificial intelligence. With the resignation of Baidu chief scientist Andrew Ng, their ability to retain top foreign talent is in question.
Continue reading “China Is Losing to the U.S. in High-Stakes Battle for Artificial Intelligence Talent”

The Science of AI and the Art of Social Responsibility

The @HuffingtonPost take a look at the science of #AI and the art of social responsibility:

  • But the transformational nature of artificial intelligence requires new metrics of success for our profession.
  • This year alone at least 1 billion people will be touched in some way by artificial intelligence, which is transforming everything from financial services to transportation, energy, education and retail.
  • And why IBM is a founding member of the Partnership on AI, a collaboration among Google, Amazon, Facebook, Microsoft, Apple and many scientific and nonprofit organizations charged with guiding the development of artificial intelligence to the benefit of society.
  • Opportunity: Developers of AI applications should accept the responsibility of enabling students, workers and citizens to take advantage of every opportunity in the new economy powered by cognitive systems.
  • They should help them acquire the skills and knowledge to engage safely, securely and effectively in a relationship with cognitive systems, and to perform the new kinds of work and jobs that will emerge in a cognitive economy.

By Guru Banavar, IBM’s Chief Science Officer for Cognitive Computing
I am a computer scientist and engineer, inspired by the art of the possible an…
Continue reading “The Science of AI and the Art of Social Responsibility”

Blockchains are a data buffet for AIs – Fred Ehrsam – Medium

  • And while many of the tech giants working on AI like Google and Facebook have open sourced some of their algorithms, they hold back most of their data.In contrast, blockchains represent and even incent open data.
  • For example: creating a decentralized Uber requires a relatively open dataset of riders and drivers available to coordinate the network.The network effects and economic incentives around these open systems and their data can be more powerful than current centralized companies because they are open standards that anyone can build on in the same way the protocols of the internet like TCP/IP, HTML, and SMTP have achieved far greater scale than any company that sits atop them.
  • And oracle systems (a fancy way of saying getting people all over the world to report real world information to the blockchain in a way we can trust) like Augur will inject more data.This open data has the potential to commoditize the data silos most tech companies like Google, Facebook, Uber, LinkedIn, and Amazon are built on and extract rent from.
  • AIs trained on open data are more likely to be neutral and trustworthy instead of biased by the interests of the corporation who created and trained them.Since blockchains allow us to explicitly program incentive structures, they may make the incentives of AI more transparent.Simplified, AI is driven by 3 things: tools, compute power, and training data.
  • My guess is they shift to 1) creating blockchain protocols and their native tokens and 2) AIs that leverage the open, global data layer of the blockchain.

Sam Altman recently wrote that we are entering an era of hyperscale technology companies. These companies own massive troves of data with strong network effects around them and they are only getting…
Continue reading “Blockchains are a data buffet for AIs – Fred Ehrsam – Medium”

Facebook uses Artificial Intelligence to help spot potentially suicidal users

  • On Wednesday, Facebook announced that it is ready to take a first and significant step in building a safer and more supportive Facebook community by significantly strengthening its own suicide prevention tools (Facebook has had suicide reporting and tools for a decade).
  • Noting that live suicides had occurred on similar platforms before, Facebook is now testing a system that relies on pattern recognition based on posts previously reported for suicide risk.
  • Now, when suicide-like behavior is detected, Facebook will provide the at-risk user with resources that range from the ability to contact a friend or helpline to a few potentially helpful tips for dealing with depression without halting their stream.
  • However, Vanessa Callison-Burch, a Facebook product manager, told BBC that the social media company is hoping to avoid invading anyone’s privacy or tampering with personal dynamics between friends.
  • While Facebook’s system is still new, it is reassuring to see that the social media company is dedicated to protecting its users from adding to this troubling statistic.

On Wednesday, Facebook announced that it is ready to take a first and significant step in building a safer and more supportive Facebook community by
Continue reading “Facebook uses Artificial Intelligence to help spot potentially suicidal users”