Remove Optimization Remove Risk Remove Software
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The road to Software 2.0

O'Reilly on Data

Roughly a year ago, we wrote “ What machine learning means for software development.” In that article, we talked about Andrej Karpathy’s concept of Software 2.0. Karpathy argues that we’re at the beginning of a profound change in the way software is developed. Are we seeing the first steps toward the adoption of Software 2.0?

Software 263
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Managing risk in machine learning

O'Reilly on Data

There are also many important considerations that go beyond optimizing a statistical or quantitative metric. As we deploy ML in many real-world contexts, optimizing statistical or business metics alone will not suffice. If machine learning is going to eat software , we will need to grapple with AI and ML security, too.

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12 Cloud Computing Risks & Challenges Businesses Are Facing In These Days

datapine

Cloud computing is the delivery of various hardware and software services over the internet, through remote servers. a) Software as a Service ( SaaS ) – software is owned, delivered, and managed remotely by one or more providers. To start, Software-as-a-Service, or SaaS, is a popular way of accessing and paying for software.

Risk 237
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5 IT risks CIOs should be paranoid about

CIO Business Intelligence

Call it survival instincts: Risks that can disrupt an organization from staying true to its mission and accomplishing its goals must constantly be surfaced, assessed, and either mitigated or managed. While security risks are daunting, therapists remind us to avoid overly stressing out in areas outside our control.

Risk 142
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Supply Chain Network Design: The Ultimate Use Cases eBook

Explore the most common use cases for network design and optimization software. This eBook shares how supply chain leaders leverage their supply chain design software to tackle a variety of challenges and questions. Scenario analysis and optimization defined. Optimizing your supply chain based on costs and service levels.

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Generative Automation: An Alternative for Process Optimization

David Menninger's Analyst Perspectives

For this, another form of agentic artificial intelligence-assisted process management, which I’m calling generative automation, is necessary and often delivered as off-the-shelf functionality in business software. But, like most software, the devil is in the details.

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AI agents will transform business processes — and magnify risks

CIO Business Intelligence

It can also be a software program or another computational entity — or a robot. Adding smarter AI also adds risk, of course. “At More recently, Hughes has begun building software to automate application deployment to the Google Cloud Platform and create CI/CD pipelines, while generating code using agents.

Risk 136