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Towards optimal experimentation in online systems

The Unofficial Google Data Science Blog

To find optimal values of two parameters experimentally, the obvious strategy would be to experiment with and update them in separate, sequential stages. Our experimentation platform supports this kind of grouped-experiments analysis, which allows us to see rough summaries of our designed experiments without much work.

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The CIO’s 2024 AI playbook

CIO Business Intelligence

The AI hype cycle has peaked: Tens of thousands of companies helped get it there with generative AI in 2023, with two-thirds now reporting they have deployed GAI tools to their workforce. Leverage AI to put IT efficiency into overdrive ChatGPT’s release in 2022 kicked off an unprecedented hype cycle for the new technology.

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Lessons from the field: How Generative AI is shaping software development in 2023

CIO Business Intelligence

Since ChatGPT’s release in November of 2022, there have been countless conversations on the impact of similar large language models. The use of AI-generated code is still in an experimental phase for many organizations due to numerous uncertainties such as its impact on security, data privacy, copyright, and more.

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Ontotext 2023: Accelerating Our Growth to Enable Business Success for Enterprises

Ontotext

Those are bold plans, because in 2022 we received recognition for what we’ve achieved through investment to help us expand, accelerate growth and engage the market with the technology we’ve been developing for 20 years. This makes 2023 both a very challenging and exciting year! 2022 was very exciting on the technical side as well.

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IBM Consulting unveils Center of Excellence for generative AI

IBM Big Data Hub

In 2023 alone, IBM Consulting has interacted with more than 100 clients and completed dozens of engagements infusing generative AI alongside classical machine learning AI strategies. Generative AI has progressed quickly beyond experimentation; businesses are embracing it to improve customer service, seize new market opportunities and more.

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ChatGPT, the rise of generative AI

CIO Business Intelligence

years to ChatGPT (November 2022), and only 4 months to GPT-4 (March 2023). Leaders can start preparing today for this eventuality, which could come in a matter of months, if recent developments indicate how fast this story will continue to move: in November of 2022, ChatGPT was only accessible via a web-based interface.

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3 force multipliers for digital transformation

CIO Business Intelligence

While digital initiatives and talent are the board directors’ top strategic business priorities in 2023-2024, IT spending is forecasted to grow by only 2.4% Tech companies have laid off over 250 thousand employees since 2022, and 93% of CEOs report preparing for a US recession over the next 12 to 18 months.