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Four short links: 25 February 2020

O'Reilly Media - Ideas

Text-to-Text Transformer (Google) — In “ Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer ,” we present a large-scale empirical survey to determine which transfer learning techniques work best and apply these insights at scale to create a new model that we call the Text-To-Text Transfer Transformer (T5).

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Ethics Sheet for AI-assisted Comic Book Art Generation

Cloudera

Deep learning models are data hungry, and state-of-the-art systems like DALL·E 2 are trained with massive data sets of images scraped from the internet. A conscientious AI system designer should pay special attention to how they collect their data. So what should a conscientious system designer take from this?

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Core technologies and tools for AI, big data, and cloud computing

O'Reilly Media - Ideas

This concurs with survey results we plan to release over the next few months. In a forthcoming survey, “Evolving Data Infrastructure,” we found strong interest in machine learning (ML) among respondents across geographic regions. Machine learning and AI require data—specifically, labeled data for training models.

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Cybersecurity Snapshot: As ChatGPT Fire Rages, NIST Issues AI Security Guidance

Tenable

With its new “Artificial Intelligence Risk Management Framework,” NIST hopes to create awareness about AI products’ unique risks, such as their vulnerability to be unduly influenced and manipulated through tampering with the data their algorithms are trained on. They can also be unduly influenced by arbitrary societal dynamics.

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Hardest tech roles to fill (+ solutions!)

Hacker Earth Developers Blog

A survey of 42,300 employers across 43 countries and territories found that the demand for IT skills has skyrocketed. After all, they can draw, discuss, and explain their technical diagrams and system designs better on a whiteboard. Are they excited while explaining the system? Train your current employees in-house.

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A year on from Russia’s invasion, Ukrainian startups show astounding resilience

TechCrunch

TechUkraine and Emerging Europe also published the results of a survey looking at the country’s start-up ecosystem. NetHunt A customer relations management system designed for sales teams and integrated with Gmail and LinkedIn OptySun filters “The technology of water purification and disinfection in any conditions.”

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Patient Portal Software: How to Build a Platform that Engages

Altexsoft

For example, opt for a smart scheduling tool, an HIPAA compliant application for billing, and a reminder system. Cons: This will require some effort on your part as you will need to seamlessly integrate those disparate products with your EHR and each other and train physicians and patients to use them. Provide portal training.