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The early returns on gen AI for software development

CIO

Generative AI is already having an impact on multiple areas of IT, most notably in software development. Early use cases include code generation and documentation, test case generation and test automation, as well as code optimization and refactoring, among others.

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This week in AI: Amazon ‘enhances’ reviews with AI while Snap’s goes rogue

TechCrunch

So until an AI can do it for you, here’s a handy roundup of the last week’s stories in the world of machine learning, along with notable research and experiments we didn’t cover on their own. This week in AI, Amazon announced that it’ll begin tapping generative AI to “enhance” product reviews.

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The Hidden Gem of Savings in the Software Delivery. And no, it’s not AI

CIO

According to Deloitte research , AI will boost the productivity of software development processes from 50% to 1000%. It will improve project management, help with requirements creation, assist developers with coding, cover the system with auto-tests, report defects, and improve deployment.

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What you need to know about Okta’s security breach

CIO

On October 20, 2023, Okta Security identified adversarial activity that used a stolen credential to gain access to the company’s support case management system. Once inside the system, the hacker gained access to files uploaded by Okta customers using valid session tokens from recent support cases.

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When your AI chatbots mess up

CIO

Hallucinations occur when the data being used to train LLMs is of poor quality or incomplete. Chatbots may assign service tickets incorrectly, describe a problem inaccurately, or disrupt workflows and lead to significant systemic issues—causing data breaches or misallocation of vital resources—that then require human intervention.

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Generative AI: the Shortcut to Digital Modernisation

CIO

Generative AI can help businesses achieve faster development in two main areas: low/no-code application development and mainframe modernisation. Developers can create and modify applications independently, reducing the burden on IT teams to focus on more strategic and complex tasks.

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Book review: Accelerate

Henrik Warne

The book Accelerate details the findings of four years of research on how DevOps affects various outcomes, such as software delivery tempo and stability, as well as the organizations’ profitability and market share. The research findings are also in line with my own experience of DevOps. Software Delivery Performance.