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Intellectual debt: The hidden costs of machine learning

Dynatrace

Even small amounts of technical debt compound as new code branches from old, further embedding the shortcomings into the system. Technical Debt—Dilbert Comic Strip on 2017-01-03. The sudden lure of artificial intelligence (AI) and machine learning (ML) systems designed for IT brings new urgency to the topic of intellectual debt.

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A Brief Guide of xPU for AI Accelerators

ACM Sigarch

They unveiled their first two embedded AI chips fabricated with TSMC 40nm process in December 2017: “Journey 1.0 Dataflow Processing Unit (DPU) is the product of Wave Computing, a Silicon Valley company which is revolutionizing artificial intelligence and deep learning with its dataflow-based solutions.

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Planning for Responsive Images

CSS - Tricks

The first time I made an image responsive, it was as simple as coding these four lines: img { max-width: 100%; height auto; /* default */ }. Another strategy for handling dynamic images is to crop them intelligently to avoid deleting important content and refocus on (or re-center) the primary content. See the code example below. <main>

Media 72
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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. Up until 2017, the ML+AI topic had been amongst the fastest growing topics on the platform. Coincidence? Probably not, but only time will tell.

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Real-Real-World Programming with ChatGPT

O'Reilly

If you’re reading this, chances are you’ve played around with using AI tools like ChatGPT or GitHub Copilot to write code for you. So far I’ve read a gazillion blog posts about people’s experiences with these AI coding assistance tools. or “ha look how incompetent it is … it couldn’t even get my simple question right!”

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What Are ChatGPT and Its Friends?

O'Reilly

It can explain code that you don’t understand, including code that has been intentionally obfuscated. Sydney The internal code name of the chatbot behind Microsoft’s improved search engine, Bing. Bard Google’s code name for its chat-oriented search engine, based on their LaMDA model, and only demoed once in public.

Google 105
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The death of Agile?

O'Reilly

It’s not about getting software developers to write code faster. The most important is discovering how to work with data science and artificial intelligence projects. Perhaps the appropriate yardstick for AI projects is the experiment itself, not the code committed to git.). Can Agile work for large teams? Coincidence?