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Deploy large language models for a healthtech use case on Amazon SageMaker

AWS Machine Learning - AI

Overall, $384 billion is projected as the cost of pharmacovigilance activities to the overall healthcare industry by 2022. In general, BERT is better at tasks that require deeper understanding of the context of words, whereas GPT is better suited for tasks that require generating text. Model Precision Recall F1 Base BERT 0.87

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Generative AI won’t automate your way to business model innovation

CIO

Generative AI is changing the world of work, with AI-powered workflows now slated to streamline customer service, employee experience, IT, and other fields. Integrating artificial intelligence into business has spawned enterprise-wide automation. Her point is that AI or generative AI isn’t a silver bullet.

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IT leaders’ AI talent needs hinge on reskilling

CIO

Although some colleges already offer AI classes, many haven’t had time to create new programs to meet the increased demand from the new AI boom, which started with the launch of ChatGPT in November 2022. Over a third plan to launch AI fluency programs, and another third want to reassess their talent acquisition strategies.

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10 most difficult-to-fill IT roles — and how to address the gap

CIO

CIO.com’s 2023 State of the CIO survey recently zeroed in on the technology roles that IT leaders find the most difficult to fill, with cybersecurity, data science and analytics, and AI topping the list. The 2022 ISC2 Cybersecurity Workforce Study calculated a cybersecurity workforce gap of 3.4 The net result? million professionals.

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Microsoft’s latest OpenAI investment opens way to new enterprise services

CIO

OpenAI has landed billions of dollars more funding from Microsoft to continue its development of generative artificial intelligence tools such as Dall-E 2 and ChatGPT. And, of course, they can check out ChatGPT, the interactive text generator that has been making waves since its release in November 2022.

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Cybersecurity Snapshot: Cyber Agencies Offer Secure AI Tips, while Stanford Issues In-Depth AI Trends Analysis, Including of AI Security

Tenable

1 - Multinational cyber agencies issue best practices for secure AI deployment Looking for best practices on how to securely deploy artificial intelligence (AI) systems? Deploying AI systems securely requires careful setup and configuration that depends on the complexity of the AI system, the resources required (e.g.,

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Buying advice for CIOs as low-code/no-code spending rises

CIO

A broad spectrum of tools has arisen to facilitate software development in the enterprise, from no-code platforms like Bubble and low-code drag-and-drop tools , both stand-alone and integrated into enterprise applications, to intelligent tools that use machine learning to suggest lines of code to professional developers as they work.