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Tag: automation

Big Data Meltdown: How Unclean, Unlabeled, and Poorly Managed Data Dooms AI

Jun 13, 2019 |

We may be living in the fourth industrial age and on cusp of huge advances in automation powered by AI. But according to the latest data, our great future will be less rosy if enterprises don’t start doing something about one thing in particular: Read more…

‘Manifesto’ Touts the Marriage of AI, Ops

Jun 5, 2019 |

Given the growing debate about whether AI qualifies as what used to be referred to as “appropriate technology,” a consensus is building around the notion that automation is ideally suited to enterprise IT, particularly since hybrid infrastructure has become central to nearly all business processes. Read more…

‘Data Workers’ Failing to Cope

May 29, 2019 |

More evidence is emerging that “data workers” in general and data scientists in particular are bogged down by the sheer breadth of their company’s data.

Meanwhile, the skills gap between data experts and line-of-business workers continues to grow. Read more…

Enterprise AI and the Paradox of Accuracy

Oct 26, 2018 |

As more organizations begin to experiment with AI in their internal operations, an interesting paradox is developing. The best way to think about the state of AI is that it behaves as a very powerful “mimic.” If you show it example data or model an existing process, AI will be able to perform at massive scale, delivering dramatically increased throughput and reduced processing times. Read more…

Microsoft Acquires AI Specialist Bonsai

Jun 21, 2018 |

AI services startup Bonsai has been acquired by early investor Microsoft, giving the software giant another automation tool dubbed machine teaching that abstracts machine learning steps so subject experts can train autonomous systems to accomplish specific tasks. Read more…

The 10 Step Guide to Mastering Machine Learning

May 9, 2018 |

Artificial intelligence (AI) and machine learning are transforming the global economy, and companies that are quick to adopt these technologies will take $1.2 trillion from those who don’t. Businesses that fail to take advantage of predictive analytics, or don’t have the time or resources – like highly-trained (and expensive) data scientists – will fall behind organizations that embrace AI and machine learning to extract business value from their data. Read more…

Why AI Shouldn’t Be Deemed the ‘Workplace Enemy’

Jan 30, 2018 |

Organizations are finally reaching a new level of maturity when it comes to integrating artificial intelligence (AI) into everyday business operations. Despite this success to-date, the fear of worker replacement is still a prevalent concern across industries. Read more…

McAfee Folds Analytics Into Security Tools

Oct 18, 2017 |

The hackers are winning, and most cyber defenses are reactive despite ongoing efforts to achieve real-time threat detection capabilities. While artificial intelligence approaches are making inroads in the cat-and-mouse game of cyber-security, some security vendors are incorporating advanced analytics into security operations. Read more…

H2O Ups AI Ante Via Nvidia GPU Integration

Oct 2, 2017 |

H2O.ai, the machine-learning specialist that unveiled its “Driverless AI” platform this past summer, is upgrading the system via integration with GPU specialist Nvidia’s AI development system.

The Mountain View, Calif., company said last week it has integrated its AI platform designed to address the shortage of data scientists with Nvidia’s DGX platform. Read more…

Job Worries Grow as AI Shifts to Public Sector

May 3, 2017 |

Warnings about massive job displacement brought about by artificial intelligence are growing louder as researchers cite more examples of private sector and, more recently, pubic sector adoption of automation to perform both routine tasks and analysis. Read more…

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