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Unicorns wanted: Navigating the Product Owner shortage in IT

CIO

You’ve seen the virtues of transforming from a project to a product operating model: value-driven work, delivered by dedicated teams rather than through projects led by disparate team members. Without these variables at play it will be difficult to develop someone internally. Why are they unicorns?

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Pixyle AI wants to make visual search more intuitive for online retailers

TechCrunch

Pixyle AI’s neural networks train its visual AI algorithms to not only identify fashion items in an image, but also categorize them by attribute, like color or pattern, that match the keywords shoppers use when searching for an item. Pixyle AI’s team on a green mountain top. The reason for search results is usually bad data.

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The Interchange: Things go from bad to worse at Better.com

TechCrunch

Or as Dan writes, “This deal is set to create a public company CEO who could be rewarded for settling acrimonious litigation,” despite having been sidelined for other bad behavior. . One individual shared an email from HR India turning down their request saying that the worker was “part of a mission-critical team” at Better.com.

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LLMs Demand Observability-Driven Development

Honeycomb

Some of these things are related to cost/benefit tradeoffs, but most are about weak telemetry, instrumentation, and tooling. Instead, ML teams typically build evaluation systems to evaluate the effectiveness of the model or prompt. There is a much longer list of things that make software less than 100% debuggable in practice.

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One Small Step for Developers, One Giant Leap for Security

Prisma Clud

Incorporate Prisma Cloud directly into your development workflows with intuitive IDE and VCS integrations. The concept of “shift left” is obvious, but due to conflicting priorities between Dev and Sec teams, it’s difficult to implement. While developers and their wonderful code-slinging hearts might at first scoff — Security?

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J&J enlists AI to streamline joint replacement surgery

CIO

“While appropriate component sizing in TKA and THA is essential to optimizing clinical outcomes, there are instances where the provided patient X-ray during the pre-surgery process has poor image quality, which prevents predicting the right implant part sizing. Models are retrained approximately once per business quarter.

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LexisNexis rises to the generative AI challenge

CIO

Late last month, LexisNexis launched Lexis+ AI, its own generative AI solution, in the US that promises to eradicate AI “hallucinations” and provide linked legal citations to ensure lawyers have access to accurate, up-to-date legal precedents — weaknesses discovered in the current slew of LLMs.