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Why women leave your IT organization — and how to help reverse that talent drain

CIO

Women remain underrepresented in technology roles and have, in fact, lost ground in recent decades. The 2024 State of the Tech Workforce from IT training and certification association CompTIA noted a similar gender gap in the field, finding that women make up just 27% of tech occupations.

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Google, Stanford And The IDF: Professional Backgrounds Of Unicorn Founders

Crunchbase News

The data shows that they developed their skills at tech giants, elite universities and even military organizations. From employees to entrepreneurs One quarter of unicorn founders previously worked in scientific research or technology development. Tech giants serve as particularly effective training grounds.

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How resilient CIOs future-proof to mitigate risks

CIO

This involves establishing guardrails around AI, performing disaster training exercises, mitigating third-party threats, and more. This year, security and tech leaders have increased their focus on risks associated with third-party vendors and supply chain stakeholders, says Dave Stapleton, CISO at ProcessUnity.

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Your Guide to Performance Review Templates

Hacker Earth Developers Blog

Utilizing an effective performance review template greatly assists in organizing and facilitating effective performance appraisals. In this guide, you will also learn the benefits of using performance review templates and how to create performance review templates that will be effective in enhancing the efficiency of your employees.

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Why you should care about debugging machine learning models

O'Reilly Media - Data

This article is meant to be a short, relatively technical primer on what model debugging is, what you should know about it, and the basics of how to debug models in practice. 8] Data about individuals can be decoded from ML models long after they’ve trained on that data (through what’s known as inversion or extraction attacks, for example).

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INE Security: Optimizing Teams for AI and Cybersecurity

CIO

While 2023 saw its emergence as a potent new technology, business leaders are now grappling with how to best leverage its transformative power to grow efficiency, security, and revenue. With the near-universal integration of AI into global technology, the need for AI-ready cybersecurity teams is more critical than ever.

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Scale CEO Alex Wang and Accel’s Dan Levine explain why sometimes unconventional VC deals are best

TechCrunch

The startup rightly identified that one of the tasks most important to building effective AI at scale — the laborious exercise of tagging data sets to make them usable in properly training new AI agents — was one that companies focused on that area of tech would also be most willing to outsource. Knowing when to bend the rules.