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Comic for February 15, 2019

Dilbert - February 16, 2019 - 12:59am
Categories: Geek

Shell buys Sonnen, Tesla’s competitor in the home battery business

Ars Technica - 2 hours 1 min ago

Enlarge / An employee working for the manufacturer of solar batteries, Sonnen GmbH, in the Bavarian village Wildpoldsried, southern Germany, is pictured on July 5, 2016. (credit: CHRISTOF STACHE/AFP/Getty Images)

On Friday, oil major Royal Dutch Shell and German energy storage company Sonnen announced that Shell would acquire Sonnen for an undisclosed amount.

Sonnen has been one of the top competitors with Tesla's Powerwall in the US home battery market. The company built its base in Germany, attaching batteries for self-consumption to homes with solar panels. Sonnen now claims 40,000 batteries installed in households in Germany, the US, and Australia.

The company's assets include proprietary software that optimizes a home's battery use in combination with solar power.

Read 5 remaining paragraphs | Comments

Researchers, scared by their own work, hold back “deepfakes for text” AI

Ars Technica - 2 hours 45 min ago

Enlarge / This is fine.

OpenAI, a non-profit research company investigating "the path to safe artificial intelligence," has developed a machine learning system called Generative Pre-trained Transformer-2 (GPT-2 ), capable of generating text based on brief writing prompts. The result comes so close to mimicking human writing that it could potentially be used for "deepfake" content. Built based on 40 gigabytes of text retrieved from sources on the Internet (including "all outbound links from Reddit, a social media platform, which received at least 3 karma"), GPT-2 generates plausible "news" stories and other text that match the style and content of a brief text prompt.

The performance of the system was so disconcerting, now the researchers are only releasing a reduced version of GPT-2 based on a much smaller text corpus. In a blog post on the project and this decision, researchers Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever wrote:

Due to concerns about large language models being used to generate deceptive, biased, or abusive language at scale, we are only releasing a much smaller version of GPT-2 along with sampling code. We are not releasing the dataset, training code, or GPT-2 model weights. Nearly a year ago we wrote in the OpenAI Charter: “we expect that safety and security concerns will reduce our traditional publishing in the future, while increasing the importance of sharing safety, policy, and standards research,” and we see this current work as potentially representing the early beginnings of such concerns, which we expect may grow over time. This decision, as well as our discussion of it, is an experiment: while we are not sure that it is the right decision today, we believe that the AI community will eventually need to tackle the issue of publication norms in a thoughtful way in certain research areas.

OpenAI is funded by contributions from a group of technology executives and investors connected to what some have referred to as the PayPal "mafia"—Elon Musk, Peter Thiel, Jessica Livingston, and Sam Altman of YCombinator, former PayPal COO and LinkedIn co-founder Reid Hoffman, and former Stripe Chief Technology Officer Greg Brockman. Brockman now serves as OpenAI's CTO. Musk has repeatedly warned of the potential existential dangers posed by AI, and OpenAI is focused on trying to shape the future of artificial intelligence technology—ideally moving it away from potentially harmful applications.

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