Article: Open source software is an incredibly valuable assets, says Leonid Radvinsky

Language, Open Data

Open source software is an incredibly valuable assets, says Leonid Radvinsky

Leonid Radvinsky believes that open source software is the key to providing accessible technology to developers all over the world. These projects are maintained by a global network of contributing developers, and anyone interested can contribute to these technologies and use them in their projects at no cost.

Open source software is the foundation of a vibrant developer community, but it cannot be entirely fueled by passion. Developer time is a valuable resource, and contributors to open source software deserve to be paid for the work. Since open source software is available for free, people are understandably curious about how these projects are funded. Luckily, there are several funding options that open source projects can benefit from. Investors like Leonid Radvinsky are helping the open source movement by providing funding and encouraging widespread adoption of the technologies.

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Article: Researchers open-source benchmarks measuring quality of AI-generated code

Language, Open Data

Researchers open-source benchmarks measuring quality of AI-generated code

The applications of computer programming are vast in scope. And as computers become ubiquitous, the demand for quality code draws an ever-growing number of aspiring programmers to the profession. After years of study to become proficient at coding, experts learn to convert abstracts into concrete, executable programs. But what if AI could do the same?

In recent years, large-scale AI language models have shown promise in generalizing to tasks including writing code, implying that humans’ work may be one day supplemented by AI systems. But while some studies show that language models can translate code and fix compilation issues, there’s been little work on rigorously testing the coding ability of models given general coding problems.

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Article: NIWC Atlantic Prototype Rolls Open Source Data, Sentiment into One Dashboard

Language, Open Data, Open Decision-Support

NIWC Atlantic Prototype Rolls Open Source Data, Sentiment into One Dashboard

Naval Information Warfare Center (NIWC) Atlantic recently unveiled a new dashboard technology that can deliver increased battlespace awareness to Marines by collecting and making sense of endless streams of open source information. Called Integrated Visualizations for Operations Running in an Information Environment (IVORIE), the unique capability carefully pulls from disparate open sources and integrates thousands of pieces of news, social media and other online data into one geospatially configured interface.

The end state is a computer monitor with a vivid and detailed display that projects a clearer picture on the information front for commanders and decision-makers. NIWC Atlantic demonstrated IVORIE for Marines and others at Camp Lejeune during Naval Integration in Contested Environments (NICE) Advanced Naval Technology Exercise (ANTX), which ended in mid-April.

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Article: The Five Ways To Build Machine Learning Models

Free, Language, Libre, Open Data, Open Software

The Five Ways To Build Machine Learning Models

Machine learning is powering most of the recent advancements in AI, including computer vision, natural language processing, predictive analytics, autonomous systems, and a wide range of applications. Machine learning systems are core to enabling each of these seven patterns of AI.

In order to move up the data value chain from the information level  to the knowledge level, we need to apply machine learning that will enable systems to identify patterns in data and learn from those patterns to apply to new, never before seen data. Machine learning is not all of AI, but it is a big part of it.

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Article: Facebook Launches AI That Understands Language Without Labels

Language, Open Data

Facebook Launches AI That Understands Language Without Labels

Decades ago, asking for basic directions or information would have been an arduous task. The advent of solutions such as Google Translate alleviated that problem to an extent. But, is this enough? For example, India alone is home to 23 official languages and thousands of unofficial ones and Google Translate supports just 11 of India’s languages.

Other speech recognition technologies might allow even fewer languages. Also, languages such as Basque and Swahili are far likelier to have more limited AI speech recognition capabilities than Hindi, English and Mandarin. Hence, the paths opened up by speech recognition technology are only available to a small fraction of the countless languages spoken all over the world. This is because most AI for speech recognition belongs to a category called supervised learning.

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Article: The race to understand the exhilarating, dangerous world of language AI

Innovation, Language, Open Data, Open Space

The race to understand the exhilarating, dangerous world of language AI

To start, Google plans to integrate LaMDA into its main search portal, its voice assistant, and Workplace, its collection of cloud-based work software that includes Gmail, Docs, and Drive. But the eventual goal, said Pichai, is to create a conversational interface that allows people to retrieve any kind of information—text, visual, audio—across all Google’s products just by asking.

LaMDA’s rollout signals yet another way in which language technologies are becoming enmeshed in our day-to-day lives. But Google’s flashy presentation belied the ethical debate that now surrounds such cutting-edge systems. LaMDA is what’s known as a large language model (LLM)—a deep-learning algorithm trained on enormous amounts of text data.

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Article: Google Woolaroo: How to use the indigenous language tool

Language, Open Data

Google Woolaroo: How to use the indigenous language tool

Google has launched a new tool called Woolaroo to compile and preserve indigenous languages.The company announced the tool on 5 May. It features indigenous languages from all over the world, including Yugambeh — the first Australian Aboriginal language to be featured on the app.

“Crucial to Indigenous communities is that Woolaroo puts the power to add, edit and delete entries completely in their hands,” Yugambeh Museum CEO, Rory O’Connor, said in a statement.

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Article: Google Arts & Culture’s open source Woolaroo app uses AI to help preserve endangered languages

Language, Open Data

Google Arts & Culture’s open source Woolaroo app uses AI to help preserve endangered languages

There are thousands of different languages spoken around the planet, but a sizable number of these are at risk of disappearing. In fact, of the over 7,000 native languages currently in use, some 3,000 are in danger, and on average, a language becomes extinct every fourteen days.

Google Arts & Culture is taking action to help preserve these endangered languages. Its new Woolaroo app is an open-source photo-translation platform powered by Google Cloud that makes use of machine learning and image recognition.

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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: Chatbots and GPT-3: Using human knowledge and relevant context for better chatbot experiences

API, Innovation, Language, Open Data, Open Infrastructure, Open Space

Chatbots and GPT-3: Using human knowledge and relevant context for better chatbot experiences

GPT, or Generative Pre-trained Transformer, is an autoregressive language model that uses deep learning to produce human-like texts. GPT-3 is the third generation of the GPT series launched by OpenAI, an innovative company co-founded by the famous tech-prodigy Elon Musk. OpenAI started giving selective access to the technology starting July 2020 to stimulate the use of GPT-3 to build language based solutions.

Such language comprehension in AI comes at a much-needed time, with many of us now operating in a disparate digital landscape. By the end of 2021, 80% of businesses are expected to have some sort of chatbot automation, however the user experience with chatbots to date has been a rocky one.

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