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Sci/Tech

Deep learning and free software

Filed under
Debian
Sci/Tech

Deep-learning applications typically rely on a trained neural net to accomplish their goal (e.g. photo recognition, automatic translation, or playing go). That neural net uses what is essentially a large collection of weighting numbers that have been empirically determined as part of its training (which generally uses a huge set of training data). A free-software application could use those weights, but there are a number of barriers for users who might want to tweak them for various reasons. A discussion on the debian-devel mailing list recently looked at whether these deep-learning applications can ever truly be considered "free" (as in freedom) because of these pre-computed weights—and the difficulties inherent in changing them.

The conversation was started by Zhou Mo ("Lumin"); he is concerned that, even if deep-learning application projects release the weights under a free license, there are questions about how much freedom that really provides. In particular, he noted that training these networks is done using NVIDIA's proprietary cuDNN library that only runs on NVIDIA hardware.

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Meet the Astronaut AI that Runs on Ubuntu

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Sci/Tech
Ubuntu

Meet CIMON (Crew Interactive Mobile CompanioN). This free-floating Ubuntu-based cyber colleague has been designed to “mitigate” the stresses of, and share the work during, long-term spaceflight.

And to do that he’s had to boldly go where no AI assistant has gone before: space.

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How Docker Is Helping to Save The World (Literally)

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Server
Sci/Tech

There are many different things that individuals might consider to be a life threatening event and then there are extinction level events, for example an asteroid hitting Earth.

While the idea of an asteroid hitting Earth and ending all life is the stuff of Hollywood movie like Armageddon, it's an actual, though remote, possibility that NASA is investigating, with the help of Docker containers.

NASA is currently developing a mission known as DART - the Double Asteroid Redirection Test, which is a spacecraft that will deploy a kinetic impact technique to deflect an asteroid. Christopher Heistand, DART Flight Software Lead, at the The Johns Hopkins University Applied Physics Laboratory (APL) that is helping to build the DART ship, detailed how his group is using Docker.

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Google's do no evil AI style likely to clash with open source approach

Filed under
Google
OSS
Sci/Tech
  • Google's do no evil AI style likely to clash with open source approach

    Google outlined its artificial intelligence principles in a move to placate employees who were worried about their work and research winding up in U.S. weapons systems.

    Guess what? It's already too late. There's no way that Google's open source approach and its headline principle to not allow its AI into weapons is going to mesh. Chances are fairly good that the technology already open sourced is in some fledgling weapon system somewhere. After all, TensorFlow and a bunch of other neural network tools are pretty damn handy.

  • Read Google's AI ethics memo: 'We are not developing AI for use in weapons'
  • Google Plans Not to Renew Its Contract for Project Maven, a Controversial Pentagon Drone AI Imaging Program
  • Google promises not to use A.I. for weapons or surveillance, for the most part
  • Google pledges not to develop AI weapons, but says it will still work with the military

    Google has released a set of principles to guide its work in artificial intelligence, making good on a promise to do so last month following controversy over its involvement in a Department of Defense drone project. The document, titled “Artificial Intelligence at Google: our principles,” does not directly reference this work, but makes clear that the company will not develop AI for use in weaponry. It also outlines a number of broad guidelines for AI, touching issues like bias, privacy, and human oversight.

    While the new principles forbid the development of AI weaponry, they state that Google will continue to work with the military “in many other areas.” Speaking to The Verge, a Google representative said that had these principles been published earlier, the company would likely not have become involved in the Pentagon’s drone project, which used AI to analyze surveillance footage. Although this application was for “non-offensive purposes,” and therefore hypothetically permitted under these guidelines, the representative said it was too close for comfort — suggesting Google will play it safe with future military contracts.

Free/Open Source AI Projects

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OSS
Sci/Tech
  • How open-source computing is making AI affordable

    computing and the cloud have brought many previously unaffordable IT options to small and medium-sized enterprises (SMEs). The same is becoming true of artificial intelligence (AI), although it brings new challenges to all sizes of company.

    Even though many of the commercial, high-profile products are aimed at Global 2000 companies, and others marketed at SMEs are perhaps heavier on hype than intelligence, the smarter smaller organisations can learn, build on and use AI techniques right now, with those same open-source and
    .

  • Free Ebook Offers Insight on 16 Open Source AI Projects

    Open source AI is flourishing, with companies developing and open sourcing new AI and machine learning tools at a rapid pace. To help you keep up with the changes and stay informed about the latest projects, The Linux Foundation has published a free ebook by Ibrahim Haddad examining popular open source AI projects, including Acumos AI, Apache Spark, Caffe, TensorFlow, and others.

    “It is increasingly common to see AI as open source projects,” Haddad said. And, “as with any technology where talent premiums are high, the network effects of open source are very strong.”

Scientific Linux 7.5 Released As RHEL 7.5 Rebuild

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Red Hat
Sci/Tech

Testing of the release candidate earlier this month went well and out now is the official Scientific Linux 7.5 release.

Scientific Linux 7.5 is the re-spin derived from upstream Red Hat Enterprise Linux 7.5 and its many changes/improvements.

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How Netflix Deploys Open Source AI to Reveal Your Favorites

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Sci/Tech

In this AI based Science article, we explore How Netflix adopted an Open Source Model to improve their Entertainment Recommender Systems.
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Open Sourcing the Hunt for Exoplanets

Filed under
Google
OSS
Sci/Tech

Why is cryptocurrency open source? This paper from 1999 explains

Filed under
OSS
Security
Sci/Tech

Cryptocurrency's roots go back further than bitcoin. In fact, bitcoin was just the first cryptocurrency to use the blockchain rather than the first cryptocurrency ever.

Other early cryptocurrencies include now venerable names like World of Warcraft (WoW) gold, a digital currency designed for use as a store of value and a transfer medium in the gaming universe of World of Warcraft. It used a proof-of-work mining algorithm in which users would engage with the WoW ecosystem via their computer's graphical interface and complete various digital tasks to be rewarded with gold.

As the fiat currency value of WoW gold increased, it attracted more miners without any corresponding difficulty adjustment, eventually leading to substantial inflation and a collapsing economy.

Today's cryptocurrencies seem to have learned from the problems of the past. For example, bitcoin and many others will adjust mining difficulty to prevent massive inflation when mining power increases.

It's no surprise that almost everything cryptocurrency, from the coins to the exchanges to the wallets, are built on open-source software. This paper from 1999 might be more relevant than ever, especially with a few wallets and coins still being partly or entirely closed source.

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Openwashing Surveillance

Filed under
OSS
Sci/Tech
  • Facebook Open Sources Detectron Object Detection

    The way big companies are open sourcing significant AI is both gratifying and slightly worrying. AI is the biggest revolution since we discovered fire and started making tools. FaceBook AI Research has added to the list of what is available by open sourcing its Detectron project.

  • Facebook open-sources object detection research

    Facebook's artificial intelligence research (FAIR) team today announced it would open-source its object detection platform Detectron, as well as the research the team has done on it.

  • Facebook open-sources object detection work: Watch out, Google CAPTCHA

    acebook has brought us one step closer to a Skynet future made a commitment to computer vision boffinry by open-sourcing its codebase for object detection, Detectron.

    Written in Python and powered by the Caffe2 deep learning framework, the codebase – which implements object-sniffing algos such as Mask R-CNN and RetinaNet – is available under the Apache 2.0 licence.

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SDR dev kit builds on Zynq UltraScale+ RFSoC

Avnet has launched an “RFSoC Development Kit” that extends Xilinx’s eval kit for its Linux-powered, Zynq UltraScale+ RFSoC. The kit adds a Qorvo 2×2 Small Cell RF front-end for SDR prototyping and integrates MATLAB and Simulink. Xilinx launched its 5G-focused Zynq UltraScale+ RFSoC variant of its Arm/FPGA hybrid Zynq UltraScale+ MPSoc last year and then announced a Gen3 update in early February. Avnet has now launched an extended version of the Linux-driven Xilinx Zynq UltraScale+ RFSoC ZCU111 Evaluation Kit that adds a Qorvo 2×2 Small Cell RF Front-end 1.8GHz Card and MATLAB support for software-defined radio (SDR) prototyping, Read more Also: SMARC 2.0 module runs Linux on i.MX8M Mini

today's howtos

PCLinuxOS 2019.09 updated installation media release

The KDE versions both full and the minimalistic Darkstar contain kernel 5.2.15 plus a fully updated KDE Plasma desktop. Plasma desktop 5.16.5, Plasma Applications 19.08.1 and Plasma Frameworks 5.62. The Mate Desktop was refreshed with kernel 5.2.15 and the applications and libraries were updated to their most recent stable versions from the previous release. The Xfce Desktop was tweaked and now uses the Whisker menu by default. A login sound was added and the applications were updated along with some minor bug fixes. In addition all ISOs now include the Nvidia 430.50 driver and will be used instead of the nouveau driver if your video card supports it. Hardware detection scripts were updated to provide better support for video cards that can use the Nvidia 430.50 driver. Pulseaudio has been updated to the stable 13.0 release. The Simple Update Notifier was reworked and now works for keeping you notified of system updates and the ability to update from the applet using apt-get. Small improvements were made to the Live media boot scripts. Vbox test media is also included on the installation media. This program allows you to quickly test an ISO on the fly or usbstick with various options without having to create a permanent VM in Virtualbox. Requires a valid Virtualbox installation. Thanks to the people involved for their contributions to this program. Read more

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