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To understand the risks posed by AI, follow the money

O'Reilly on Data

It’s difficult to argue with David Collingridge’s influential thesis that attempting to predict the risks posed by new technologies is a fool’s errand. However, there is one class of AI risk that is generally knowable in advance. We ought to heed Collingridge’s warning that technology evolves in uncertain ways.

Risk 221
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Gen AI without the risks

CIO Business Intelligence

Developing and deploying successful AI can be an expensive process with a high risk of failure. How can CIOs deliver accurate, trustworthy AI without the energy costs and carbon footprint of a small city? Train overnight when data center demand is low for better performance and lower costs.

Risk 132
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Want to tackle technical debt? Sell it as business risk

CIO Business Intelligence

That includes maintenance and upgrades deferred in favor of other projects or priorities, which can result in high future costs when those actions can no longer by avoided, often when a solution reaches end-of-life. A recent example is Windows Server 2012, which was sunsetted by Microsoft in October 2023.

Risk 128
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Perspectives on how cloud computing & app development trends will take shape in 2023

CIO Business Intelligence

To understand how organizations may be approaching their cloud strategies and tech investments in 2023, members of VMware’s Tanzu Vanguard community shared their insights on what trends will take shape. The growth of Kubernetes, and the benefits it brings to organizations, is not something that is going away.

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LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase

However, productionizing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs. January 18th, 2023 at 9:30am PST, 12:30pm EST, 5:30pm GMT

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2023 SAP Innovation Award Winner: Petrobras Predictive Asset Insights

Timo Elliott

You can see the company’s winning submission document here , with lots of details about the business goals, technical infrastructure, benefits, and SAP products used. Petrobras works with mission critical industrial equipment to run operations at the Buzios field in Brazil, the world’s largest deep water reservoir.

IoT 103
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Can LLMs Become Knowledgeable – Impressions from Day 1 At SEMANTiCS 2023

Ontotext

SEMANTiCS 2023 kicked off with a Pre-conference day that offered an awesome lineup of business and academia talks. Scalability – a significant cost reduction for
scale-ups. A year later, our project already reaps the benefits of knowledge-graph powered marketing. Are LLMs Knowledgeable?