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Opinion: The dangers of faulty, biased, or malicious algorithms requires independent oversight
Opinion: The dangers of faulty, biased, or malicious algorithms requires independent oversight
The recent crash of a driverless car sends a clear warning about how algorithms can be deadly (1). Similarly, there are clear dangers in vital national services, such as communications, financial trading, healthcare, and transportation. These services depend on sophisticated algorithms, some relying on unpredictable artificial intelligence techniques, such as deep learning, that are increasingly embedded in complex software systems (2⇓–4). As search algorithms, high-speed trading, medical devices, and autonomous aircraft become more widely implemented, stronger checks become necessary to prevent failures (5, 6). Proper independent oversight and investigation of flawed algorithms can help anticipate and improve quality, hence avoiding failures that lead to disaster. Image courtesy of Shutterstock/joloei. What might help are traditional forms of independent oversight that use knowledgeable people who have powerful tools to anticipate, monitor, and retrospectively review operations of vital national services. The three forms of independent oversight that have been used in the past by industry and governments—planning oversight, continuous monitoring by knowledgeable review boards using advanced software, and a retrospective analysis of disasters—provide guidance for responsible technology leaders and concerned policy makers (7). Considering all three forms of oversight could lead to policies that prevent inadequate designs, biased outcomes, or criminal actions. There is a long history of analyses of how poor design, unintentional bias, and malicious interventions can cause algorithms to trigger huge financial losses, promote unfair decisions, violate laws, and even cause deaths (8). Helen Nissenbaum, a scholar who focuses on the impact of technology on culture and society, identified the sources of bugs and biases in software, complaining about the “systematic erosion … [↵][1]1Email: ben{at}cs.umd.edu. [1]: #xref-corresp-1-1
·pnas.org·
Opinion: The dangers of faulty, biased, or malicious algorithms requires independent oversight
⚡Playform.io | Managed Cloud Platforms
⚡Playform.io | Managed Cloud Platforms
Playform is a no-code AI for creative people. Our platform enables artists, designers and creators to leverage the power of AI to expand their imagination and increase their productivity, without learning how to code. Create AI art today! New users get $15 in free training credits.
·playform.io·
⚡Playform.io | Managed Cloud Platforms
Amazon’s commander of the Cloud shares his vision | The Seattle Times
Amazon’s commander of the Cloud shares his vision | The Seattle Times
Andy Jassy heads Amazon Web Services, the cloud-computing division that drives much of Amazon.com’s profitability. He spoke with The Seattle Times before re: Invent, an annual AWS conference in Las Vegas that takes place this week.
·seattletimes.com·
Amazon’s commander of the Cloud shares his vision | The Seattle Times
Intelligence May Stem From a Basic Algorithm in the Human Brain
Intelligence May Stem From a Basic Algorithm in the Human Brain
A theory posits that the all of our thoughts are a function of a basic algorithm, N=2^i–1. This development may be huge for AI, since artificial neural networks operate much like the brain, applying this formula may be the key to true intelligence.
·futurism.com·
Intelligence May Stem From a Basic Algorithm in the Human Brain
Collection: CIA Cartography
Collection: CIA Cartography
Tracing its roots to October 1941, CIA’s Cartography Center has a long, proud history of service to the Intelligence Community (IC) and continues to respond to a variety of finished intelligence map requirements. The mission of the Cartography Center is to provide a full range of maps, geographic analysis, and research in support of the Agency, the White House, senior policymakers, and the IC at large. Its chief objectives are to analyze geospatial information, extract intelligence-related geodata, and present the information visually in creative and effective ways for maximum understanding by intelligence consumers. Since 1941, the Cartography Center maps have told the stories of post-WWII reconstruction, the Suez crisis, the Cuban Missile crisis, the Falklands War, and many other important events in history.
·flickr.com·
Collection: CIA Cartography
Solid wood furniture, order furniture "Furniture warehouse (Kagura)" Tokyo: Omotesando, Ginza, Kichijoji, Jiyugaoka, Yokohama: Motomachi
Solid wood furniture, order furniture "Furniture warehouse (Kagura)" Tokyo: Omotesando, Ginza, Kichijoji, Jiyugaoka, Yokohama: Motomachi
地球と人に優しい無垢家具やオーダー家具を取り扱う「家具蔵(カグラ)」です。都内でオーダー家具をお探しなら家具蔵にお任せ下さい。|TOPページ
·kagura.co.jp·
Solid wood furniture, order furniture "Furniture warehouse (Kagura)" Tokyo: Omotesando, Ginza, Kichijoji, Jiyugaoka, Yokohama: Motomachi
Cloud compute pricing bakeoff: Google vs. AWS vs. Microsoft Azure | ZDNet
Cloud compute pricing bakeoff: Google vs. AWS vs. Microsoft Azure | ZDNet
Like everything in enterprise technology, pricing can be a bit complicated. Here's an analysis from RightScale looking at how discounts alter the cloud pricing equation. Google comes out cheapest in most scenarios.
·zdnet.com·
Cloud compute pricing bakeoff: Google vs. AWS vs. Microsoft Azure | ZDNet
Five Reasons Why The Amazon Cloud Has Lost Its Silver Lining
Five Reasons Why The Amazon Cloud Has Lost Its Silver Lining
Complacency may eventually be Amazon’s undoing – more than arrogance, more even than the maladies of massive scale. It’s still a young company. Let’s hope that tech historians of the future don’t end up considering it to be a sudden bright light, only to have faded away too quickly.
·forbes.com·
Five Reasons Why The Amazon Cloud Has Lost Its Silver Lining
Microsoft (MSFT) Has Finally Decided to Double Up on Its Bet on Quantum Computers
Microsoft (MSFT) Has Finally Decided to Double Up on Its Bet on Quantum Computers
The demand for faster computing is very high nowadays, and that's one of the main reasons why modern computer hardware cannot seem to keep up with this trend. Microsoft Corporation (NASDAQ:MSFT) is very much aware of this fact and has now set its eyes on rolling out quantum computing hardware…
·wallstreetpit.com·
Microsoft (MSFT) Has Finally Decided to Double Up on Its Bet on Quantum Computers
GitLab looks to transform app testing | JavaWorld
GitLab looks to transform app testing | JavaWorld
The Review Apps feature lets developers create temporary apps for reviewing merge requests before moving to production
·javaworld.com·
GitLab looks to transform app testing | JavaWorld
WATERWAYS / Official Tokyo Travel Guide GO TOKYO
WATERWAYS / Official Tokyo Travel Guide GO TOKYO
Cruise Ships & Waterbuses around Tokyo. Find out what to do and eat, where to go and stay and more at GO TOKYO. Explore hidden gems even many locals don't know. Dig deeper the charm of Tokyo.
·gotokyo.org·
WATERWAYS / Official Tokyo Travel Guide GO TOKYO
Seth's Blog: Plasticity
Seth's Blog: Plasticity
It's possible that you're the way you are, that you do what you do, that you react as you react, and that it can never be changed. Believing this is incredibly sad, though. Each of us is …
·sethgodin.typepad.com·
Seth's Blog: Plasticity