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5 key areas for tech leaders to watch in 2020

O'Reilly

This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. Software architecture, infrastructure, and operations are each changing rapidly. Trends in software architecture, infrastructure, and operations.

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The Real Problem with Software Development

O'Reilly

We’re seeing more code that’s written (at least in first draft) by generative AI tools, such as GitHub Copilot, ChatGPT (especially with Code Interpreter), and Google Codey. Software architecture is a distinct specialty that has only become more important over time. That brings me to my main point.

Software 139
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Quantum computing’s potential is still far off, but quantum supremacy shows we’re on the right track

O'Reilly

We recently learned about a major breakthrough: Google says it has achieved “quantum supremacy” with a 53-qubit computer. Google performed a computation in a few minutes (3 minutes, 20 seconds to be precise ) that would have taken more than 10,000 years on the most powerful computers we currently have.

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A 5G future

O'Reilly

We’ve seen the reaction to news that Amazon’s Echo and Google Home send recordings of conversations back to the server. What if all of your documents were in Google Docs, all of your music was in your favorite streaming service? O’Reilly Artificial Intelligence Conference in San Jose , March 15-18, 2020.

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Summarizing Books as Podcasts

O'Reilly

You need to integrate artificial intelligence with human intelligence. We use Googles speech-to-text multispeaker API (still in preview) to generate a summary podcast with two participants. Learning is more likely with a book like Facilitating Software Architecture , which is more about concepts and ideas than code.

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Educating a New Generation of Workers

O'Reilly

No university has the computing resources comparable to Google, or even to a well-funded startup. Examples of these skills are artificial intelligence (prompt engineering, GPT, and PyTorch), cloud (Amazon EC2, AWS Lambda, and Microsoft’s Azure AZ-900 certification), Rust, and MLOps.

Education 108