Article: Cobwebs Technologies WEBINT Platform Enables Enterprises to Obtain Open-Source Intelligence to Enhance Their Risk Detection and Strengthen Their Assets Protection

Language, Open Data

Cobwebs Technologies WEBINT Platform Enables Enterprises to Obtain Open-Source Intelligence to Enhance Their Risk Detection and Strengthen Their Assets Protection

The AI-powered WEBINT platform monitors the surface, deep, and dark web to extract and analyze relevant open-source data to amplify corporate intelligence and security policies.  Cobwebs Technologies Ltd. announced today that several enterprises have deployed its AI-powered WEBINT platform for their cyber attribution and assets protection.

Enterprises need to protect their digital assets, such as business processes, their proprietary applications, Intellectual property, and online products and services. They need to get valuable, intelligent takeaways for optimal asset security in order to minimize risk and protect their business. This entails assessing the security of corporate digital assets, which requires an open-source intelligence tool for situational awareness in real-time.

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Article: NLP Cloud helps app developers add language processing

Access, Innovation, Language, Open Data

NLP Cloud helps app developers add language processing

NLP tools and services are taking off, but developers often struggle with the hurdle of getting NLP models into production. NLP Cloud is a new AI startup focused on lowering the barriers for developers trying to create apps for sorting support tickets, extracting leads, analyzing social networks, and developing tools for economic intelligence.

NLP has been around for decades, but interest has seen a dramatic uptick with the recent introduction of transformers, a new type of neural network. Google researchers demonstrated in 2017 how transformers dramatically improved the speed, performance, and precision of NLP tools. Transformers made possible the much larger models Google’s BERT and OpenAI’s GPT-3. The capabilities are available through innovative open source libraries Hugging Face and spaCy.

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Article: NLPCloud.io helps devs add language processing smarts to their apps

Language, Open Data, Open Source

NLPCloud.io helps devs add language processing smarts to their apps

While visual ‘no code‘ tools are helping businesses get more out of computing without the need for armies of in-house techies to configure software on behalf of other staff, access to the most powerful tech tools — at the ‘deep tech’ AI coal face — still requires some expert help (and/or costly in-house expertise).

This is where bootstrapping French startup, NLPCloud.io, is plying a trade in MLOps/AIOps — or ‘compute platform as a service’ (being as it runs the queries on its own servers) — with a focus on natural language processing (NLP), as its name suggests.

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Article: Safeguarding the Internet with Natural Language Processing

Language, Open Data

Safeguarding the Internet with Natural Language Processing

The Internet is the most prolific technology of our lifetime. We now have the ability to immediately connect with others across the globe, instantaneously send and receive money, find information about anything under the sun, and conduct business in ways not possible before. With all its glory, however, also comes a darker side. With infinite information-sharing, minimal regulation, and unlimited access, the internet can also serve those with malintent.

With governing bodies often behind the times, keeping the internet a safe place often falls on the shoulders of the businesses who reside there. With reputations and even the bottom-line at stake in some cases, it’s not an option to hope bad actors don’t attack or just eventually disappear.

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Article: This AI Can Generate Convincing Text—and Anyone Can Use It

Code, Open Software, Open Source

This AI Can Generate Convincing Text—and Anyone Can Use It

Some of the most dazzling recent advances in artificial intelligence have come thanks to resources only available at big tech companies, where thousands of powerful computers and terabytes of data can be as copious as free granola bars and nap pods.

A new project aims to show this needn’t be the case, by cobbling together the code, data, and computer power needed to reproduce one of the most epic—and potentially useful—AI algorithms developed in recent years.

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Article: Data, analytics, machine learning, and AI in healthcare in 2021

Innovation, Language, Open Data, Open Health, Open Space, Procedures (Medical)

Data, analytics, machine learning, and AI in healthcare in 2021

The survey was conducted by Lorica and Paco Nathan, and sponsored by John Snow Labs. A total of 373 respondents from 49 countries participated. A quarter of respondents (27%) held Technical Leadership roles. Here are some key findings, with additional insights from Lorica and Talby.

When asked what technologies they plan to have in place by the end of 2021, almost half of respondents cited data integration. About one-third cited natural language processing (NLP) and business intelligence (BI) among the technologies they are currently using or plan to use by the end of the year.

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Article: Amazon AWS, Hugging Face team up to spread open-source deep learning

Code, Free, Language, Open Data, Open Software

Amazon AWS, Hugging Face team up to spread open-source deep learning

Two years ago, the New York-based startup Hugging Face burst onto the natural language processing scene with a way to let many more parties participate in state-of-the art deep learning. Transformers, a programming kit to quickly grab any of a number of natural language neural networks, including Google’s BERT, was posted as a library to be invoked from the dominant programming frameworks, PyTorch and TensorFlow.

It has grown and grown in popularity. More than 5,000 organizations are now using the library, the company says. The popularity of that toolkit has been recognized by Amazon AWS, the world’s biggest clouding computing provider, and the two companies Tuesday announced a partnership to combine Transformers with the best aspects of Amazon AWS’s programming tools.

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Article: Hugging Face triples investment in open source machine learning models

Free, Language, Open Data, Open Software, Open Source

Hugging Face triples investment in open source machine learning models

Hugging Face launched in 2016 with a chatbot app designed to be your “AI friend.” Now the NLP company has more than 100,000 community members and is planning to triple its efforts and expand beyond language models into fields like computer vision.

Developers have used a hub on Hugging Face to share thousands of models, and CEO and cofounder Clement Delangue told VentureBeat Hugging Face wants to become to machine learning what GitHub is to software engineering.

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