AI proves 'too good' at writing fake news, held back by researchers
The organization created a machine learning algorithm, GPT-2, that can produce natural-looking language largely indistinguishable from that of a human writer while largely "unsupervised" – it needs only a small prompt text to provide the subject and context for the task. The team have made some strides toward this lofty goal, but have also somewhat inadvertently admitted that, once perfected, the device can mass-produce fake news on an unprecedented scale. "We have observed various failure modes," the team observed. "Such as repetitive text, world modelling failures (eg the model sometimes writes about fires happening under water), and unnatural topic switching." Here's a short story i generated using OpenAI's GPT-2 tool (prompt in bold) pic.twitter.com/DGIVwGuAUV
Feb-16-2019, 04:17:17 GMT
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