Researchers open-source neural network with 117B parameters – SiliconANGLE News

A group of researchers today released Bloom, an advanced natural language processing model that features 117 billion parameters.

The researchers have made the code for Bloom available under an open-source license.

The project began last year as collaboration between Hugging Face Inc., an artificial intelligence startup that recently raised $100 million from investors, and two supercomputing organizations in France. Hugging Face and its partners formed a research group called BigScience to lead the development of Bloom. More than 1,000 researchers from more than 70 countries participated in the effort.

Bloom supports 46 languages and 13 programming languages, BigScience researchers wrote in a blog post today. The AI can answer questions, summarize text, extract snippets of information from documents and perform a variety of other tasks. Blooms versatility is partly the result of the fact that it features 117 billion parameters.

Parameters are the settings that determine how an AI goes about performing a computing task. The more such settings an AI system includes, the more advanced the tasks that its capable of performing. With 117 billion parameters, Bloom is one of the most sophisticated natural language processing models in the world.

Bloom features more parameters than the advanced GPT-3 neural network that OpenAI LLC detailed in 2020. Like Bloom, GPT-3 is optimized for natural language processing use cases. Its also capable of performing other tasks such as generating software code.

BigScience researchers trained Bloom using the Jean Zay supercomputer near Paris. The supercomputer, which includes AI-optimized graphics cards from Nvidia Corp., has a top speed of more than 28 petaflops. One petaflop equals a quadrillion calculations per second.

This is the culmination of a year of work involving over 1000 researchers from 70+ countries and 250+ institutions, leading to a final run of 117 days (March 11 July 6) training, BigScience researchers detailed today. The development effort was supported by a compute grant worth an estimated 3M from French research agencies CNRS and GENCI, they elaborated.

Alongside the code for Bloom, the BigScience research group open-sourced some of the technical data that was produced during the development process. Developers can run Bloom on their own hardware or access a hosted version of the AI through an application programming interface provided by BigScience.

In the future, the research group plans to develop a new version of Bloom with even more advanced capabilities. BigScience intends to add support for more languages and optimize the AI to make it easier to run on a companys own infrastructure. BigScience will also develop additional AI systems with more complex architectures than Bloom.

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Researchers open-source neural network with 117B parameters - SiliconANGLE News

Pixel Pump is an open-source, manual pick-and-place machine (Crowdfunding) – CNX Software

Pixel Pump is an open-source hardware vacuum pump that should be easier to use than a pair of tweezers to pick and place SMT components, and suitable for prototypes and small production runs.

The system comes with a pen with five exchangeable stainless-steel nozzles to match the size of components, a foot pedal, and several tactile silicone buttons with RGB backlighting to control the unit.

The button on the unit (customized parts bought from Alibaba) allows you to change operation modes, switch between high- and low-power settings, or activate reverse mode to clean your nozzle. Its also possible to configure vacuum power and LED brightness with the buttons. The foot pedal is used to control the vacuum pump to pick up and release the components. A serviceable air filter is also integrated into the design to protect the vacuum pump and valves from debris.

Robin Reiter, Pixel Pumps designer, explains it can actually be faster than an automated pick-and-place machine for smaller batch sizes, especially when combined with custom-designed SMD magazines. Those magazines are injection-molded containers for SMD tapes with a spring-loaded mechanism, and eight of them can be stored in a magazine rail for convenience.

If you want to further boost your productivity you could add an additional pedal working with the interactive HTML BOM generation plugin for KiCad to scroll through the BoM after youve placed specific components. That would mean the left pedal controls the pump, and the right pedal the HTML table. Its best to see everything in action to better understand how well this works, and how it could save you time.

Weve talked about the Pixel Pump being open-source, and Robin says our source code, STL files, and schematics will be publicly available on GitHub once the campaign has gone live. But theres limited information on Hackaday.io at this time, however, I could find the main board design files (based on Raspberry Pi RP2040 MCU) and MicroPython firmware on Github, but not the 3D files for the enclosure yet.

The Pixel Pump has recently launched on Crowd Supply with a $32,000 funding target. Rewards start at $449 for the Pixel Pump only, but you may want to add an 8-magazine pack ($36), an SMD-magazine rail ($36), and a second pedal ($55) to make the best use of the tool. Shipping adds $8 to the US, and $18 to the rest of the world, and backers should expect their perks to ship by mid-January 2023 if everything does according to plans.

Jean-Luc started CNX Software in 2010 as a part-time endeavor, before quitting his job as a software engineering manager, and starting to write daily news, and reviews full time later in 2011.

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Pixel Pump is an open-source, manual pick-and-place machine (Crowdfunding) - CNX Software

Report: Equitiesfirst Named as Mystery Debtor to Celsius, $439 Million Owed to Crypto Lender Bitcoin News – Bitcoin News

Ever since Celsius paused withdrawals on June 12, the company has been the focus of attention due to the lenders financial hardships. A month later, Celsius filed for bankruptcy in the U.S. by leveraging the Chapter 11 process. Two days after the bankruptcy filing, a report disclosed that two people familiar with the matter allege that the private lending platform that owes Celsius $439 million is Equitiesfirst.

During the last few weeks, bankruptcies, liquidations, and insolvencies have been a very hot topic in the crypto world. Three well known crypto companies have filed for bankruptcy protection which includes the digital currency exchange Voyager Digital, the crypto lender Celsius, and the crypto hedge fund Three Arrows Capital (3AC). Celsius filed for bankruptcy on July 13, 2022, or 31 days after the company froze withdrawals.

Prior to the bankruptcy filing in July, there was speculation during the second week of June that said Celsius had funds locked into specific decentralized finance (defi) protocols that needed immediate adjustment or significant collateral would be liquidated. A few days before Celsius filed for bankruptcy, the companys wallets reportedly transferred millions of usd coin (USDC) at different times to pay down loans in Compound and Aave.

When Celsius filed for bankruptcy protection, the filing detailed that Celsius was owed a large sum of funds. On July 15, the Financial Times (FT) reported that Equitiesfirst [has been] revealed as [the] mysterious debtor to troubled crypto firm Celsius. The report claims two people familiar with the matter disclosed that Equitiesfirst is the ostensible borrower that owes the crypto lender $439 million.

Founded in 2002, Equitiesfirst is an investment firm that specializes in long-term asset-backed financing, according to the companys website. While Equitiesfirst manages stocks, it has also been dealing with select cryptocurrencies since 2016. The managing director and head of Equitiesfirst Singapore, Johnny Heng, spoke about cryptocurrencies in April 2022.

We used to be pure equities, until some six years ago, we started to offer loans against cryptocurrency as well, and that activity has really taken off [in] the past year or two, Heng told hubbis.com in an interview. Speaking with FT, an Equitiesfirst spokesperson said: Equitiesfirst is in [an] ongoing conversation with our client and both parties have agreed to extend our obligations.

Meanwhile, celsius network (CEL) token investors tried to short squeeze the companys native token well before the company filed bankruptcy. However, after the bankruptcy filing, CEL slipped by 58% against the U.S. dollar before it rebounded. Statistics recorded on July 16, 2022, indicate that despite CELs market volatility, the crypto asset has gained more than 30% during the last 30 days.

What do you think about the report that says Equitiesfirst has been revealed as the mystery debtor that owes Celsius millions? Let us know what you think about this subject in the comments section below.

Jamie Redman is the News Lead at Bitcoin.com News and a financial tech journalist living in Florida. Redman has been an active member of the cryptocurrency community since 2011. He has a passion for Bitcoin, open-source code, and decentralized applications. Since September 2015, Redman has written more than 5,700 articles for Bitcoin.com News about the disruptive protocols emerging today.

Image Credits: Shutterstock, Pixabay, Wiki Commons

Disclaimer: This article is for informational purposes only. It is not a direct offer or solicitation of an offer to buy or sell, or a recommendation or endorsement of any products, services, or companies. Bitcoin.com does not provide investment, tax, legal, or accounting advice. Neither the company nor the author is responsible, directly or indirectly, for any damage or loss caused or alleged to be caused by or in connection with the use of or reliance on any content, goods or services mentioned in this article.

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The US military wants to understand the most important software on Earth – MIT Technology Review

One such performer is New Yorkbased Margin Research, which has put together a team of well-respected researchers for the task.

There is a desperate need to treat open-source communities and projects with a higher level of care and respect, said Sophia dAntoine, the firms founder. A lot of existing infrastructure is very fragile because it depends on open source, which we assume will always be there because its always been there. This is walking back from the implicit trust we have in open-source code bases and software.

Margin Research is focused on the Linux kernel in part because its so big and critical that succeeding here, at this scale, means you can make it anywhere else. The plan is to analyze both the code and the community in order to visualize and finally understand the whole ecosystem.

Margins work maps out who is working on what specific parts of open-source projects. For example, Huawei is currently the biggest contributor to the Linux kernel. Another contributor works for Positive Technologies, a Russian cybersecurity firm thatlike Huaweihas been sanctioned by the US government, says Aitel.Margin has also mapped code written by NSA employees, many of whom participate in different open-source projects.

This subject kills me, says dAntoine of the quest to better understand the open-source movement, because, honestly, even the most simple things seem so novel to so many important people. The government is only just realizing that our critical infrastructure is running code that could be literally being written by sanctioned entities. Right now.

This kind of research also aims to find underinvestmentthat is critical software run entirely by one or two volunteers. Its more common than you might thinkso common that one common way software projects currently measure risk is the bus factor: Does this whole project fall apart if just one person gets hit by a bus?

While the Linux kernels importance to the worlds computer systems may be the most pressing issue for SocialCyber, it will tackle other open-source projects too. Certain performers will focus on projects like Python, an open-source programming language used in a huge number of artificial-intelligence and machine-learning projects.

The hope is that greater understanding will make it easier to prevent a future disaster, whether its caused by malicious activity or not.

Pretty much everywhere you look, you find open-source software, says Bratus.Even when you look at proprietary software, a recent study showed its actually 70% or more open source.

This is a critical infrastructure problem, Aitel says. We dont have a grip on it. We need to get a grip on it. The potential impact is that malicious hackers will always have access to Linux machines. That includes your phone. Its that simple.

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Global Open Source ERP Market Report, 2022-2027 – Industry Dominated by iDempiere, xTuple, and Dolibarr – ResearchAndMarkets.com – Business Wire

DUBLIN--(BUSINESS WIRE)--The "Global Open Source ERP Market - Growth, Trends, COVID-19 Impact, and Forecasts (2022-2027)" report has been added to ResearchAndMarkets.com's offering.

The global market size of open source ERP software has grown at a moderate pace over the past few years, and the market is estimated to grow at a CAGR of above 3.25% during the forecast period.

The key drivers of the development of the open-source ERP software market are the proficiency and simplicity of features in business initiatives, the proliferation of cloud and portable application choices, and the need for a popular expansion in information-driven dynamics.

Key Highlights

The popularity of cloud-based ERP floods during the COVID-19 pandemic is expected to impact the development of the ERP market.

Open source ERP is beneficial for small and medium-sized enterprises (SMEs) who want to upgrade or customize their ERP system without paying a large license or support fee. Most open source ERP software systems can be used as open-source databases and operating systems that offer license-free options. Another reason open source ERP is used is that it is complete source content, and there are no vendor lock-ins or dependencies to implement the software.

Traditional ERP technology has been around for a very long time, but nevertheless, the diversion of cutting-edge innovations such as IoT, AI, and comprehensive information research has expanded and driven towards business development. By combining ERP and IoT-based gadgets, associations can distinguish and handle issues such as unwanted resources. Similarly, the mechanization of cycles through IoT innovation keeps plant activities on schedule without human intervention.

During the COVID-19 pandemic, cloud-based ERP programming called for a surge to support organizations to support interruptions. In addition, ERP programming arrangements effectively function business-wide measures through a variety of highlights, including remote access, computerized information transactions, robotized refinement, and ongoing workplace control.

Pandemics also constrain organizations worldwide from moving their real workplaces to distant workplaces. This factor caused the flood required for ERP programming and subsequently met the development of the ERP market.

Market Trends

Cloud Deployments to Witness the Highest Market Growth

North America Expected to Hold the Largest Share

Competitive Landscape

The open-source ERP market is highly fragmented, with a large number of competitors like ERPNext, Dolibarr, Metasfresh, Odoo, etc. Players in the market adopt strategic activities such as partnerships, product development, mergers, and acquisitions to capture the market share. Some of the key developments in the market are:

Key Topics Covered

1 INTRODUCTION

1.1 Study Assumptions and Market Definition

1.2 Scope of the Study

2 RESEARCH METHODOLOGY

3 EXECUTIVE SUMMARY

4 MARKET INSIGHTS

4.1 Market Overview

4.2 Industry Attractiveness - Porter's Five Forces Analysis

4.3 Industry Value Chain Analysis

4.4 Assessment of Impact of COVID-19 on the Market

5 MARKET DYNAMICS

5.1 Market Drivers

5.1.1 Increasing Demand for Seamless Customer Experience

5.1.2 Integration of Advanced Technologies such as AI, IoT, and Analytics

5.2 Market Restraints

5.2.1 Rising Complexities to Implement Transition from Manual to Software Testing Process

5.3 Regulatory Landscape

5.4 Key Use Cases

6 MARKET SEGMENTATION

6.1 By Deployment Mode

6.1.1 Cloud

6.1.2 On-premises

6.2 By Organization Size

6.2.1 Small and Medium Sized Companies

6.2.2 Large Companies

6.3 By End-user Verticals

6.3.1 Information Technology

6.3.2 BFSI

6.3.3 Telecommunication

6.3.4 Healthcare

6.3.5 Retail

6.3.6 Education

6.3.7 Other End-user Verticals

6.4 By Geography

6.4.1 North America

6.4.2 Europe

6.4.3 Asia Pacific

6.4.4 Latin America

6.4.5 Middle East & Africa

7 COMPETITIVE LANDSCAPE

7.1 Company Profiles*

7.1.1 iDempiere

7.1.2 xTuple

7.1.3 Dolibarr

7.1.4 Metasfresh

7.1.5 ERPNext

7.1.6 Compiere

7.1.7 ERP5

7.1.8 Bitrix24

7.1.9 OpenPro

7.1.10 Openbravo

7.1.11 MixERP

7.1.12 TRYTON

8 INVESTMENT ANALYSIS

9 FUTURE OF THE MARKET

For more information about this report visit https://www.researchandmarkets.com/r/y7xi9e

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Open Source Intelligence (OSINT) Market 2022 to Show Impressive Growth by 2028 | Industry Trends, Share, Size, Top Key Players Analysis and Forecast…

Global Open Source Intelligence (OSINT) Marketis valued aroundUSD 6123.9 Million in 2020and expected to reachUSD 25655.9 Million by 2027with theCAGR of 25.6%over the forecast period.

Global Open Source Intelligence (OSINT) Market: Global Size, Trends, Competitive, and Historical & Forecast Analysis, 2021-2027 Rising advancements inbig data processing & data analytics AND growing trends such as social media analyticsare some factors driving the growth of Global Open Source Intelligence (OSINT) Market.

Get Sample Copy of this premium Report: https://brandessenceresearch.com/requestSample/PostId/1583

In this report, our team offers a thorough investigation of Open Source Intelligence (OSINT) Market, SWOT examination of the most prominent players right now. Alongside an industrial chain, market measurements regarding revenue, sales, value, capacity, regional market examination, section insightful information, and market forecast are offered in the full investigation, and so forth.

Top Key Players in Open Source Intelligence (OSINT) Market:

Global open source intelligence (OSINT) market report covers prominent players like Expert Systems S.p.A, Alfresco Software Inc., Maltego Technologies GmbH, Digital Clues, Octogence Technologies Pvt. Ltd., Palantir Technologies Inc., Recorded Future, Inc., OffSec Service Limited, Thales Group, Google LLC, and Others.

Open-source intelligence is gathered, analysed, and distributed in a convenient way to a proper audience. It is produced from openly accessible data. Open-source intelligence addresses a particular intelligence prerequisite. The expression open source refers particularly to data that is accessible for public utilization. In the event that any expert abilities, apparatuses, or methods are needed to get to a snippet of data, it cant sensibly be viewed as open source.

Significantly, open source data isnt restricted to what user can discover utilizing the major web search tools. Web pages and different assets that can be discovered utilizing Google surely establish monstrous wellsprings of open source data; however they are a long way from the solitary sources. With the approach of immediate communications and quick data transfer, a lot of significant and predictive intelligence would now be able to be gotten from public, unclassified sources. It isnt identified with open-source programming or collective intelligence.

News: Social Links Announced the Launch of Gamayun for Online Open-Source Investigations

On May 5th, 2021; Social Links announced the dispatch of its new online stage for open-source examinations: Gamayun. This inventive stage has been exceptionally evolved as a highly helpful solution for directing open-source examinations across a scope of client types, being appropriate for OSINT experts, yet in addition learners and free agents, for whom the utilization of OSINT technologies and instruments should be easy and accessible. The central highlights incorporate the capacity to extract explicit data from social networks, examine connection among individuals, and produce immediate reports about totally finished work, which gives helpful analytical documentation, and synopses which follow the clients OSINT exercises.

Open Source Intelligence (OSINT) Market Report Covers the Following Segments:

By Security:

By Technique:

By Application:

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Table of Content:

Market Overview:The report begins with this section where product overview and highlights of product and application segments of the global Open Source Intelligence (OSINT) Market are provided. Highlights of the segmentation study include price, revenue, sales, sales growth rate, and market share by product.

Competition by Company:Here, the competition in the Worldwide Open Source Intelligence (OSINT) Market is analyzed, By price, revenue, sales, and market share by company, market rate, competitive situations Landscape, and latest trends, merger, expansion, acquisition, and market shares of top companies.

Company Profiles and Sales Data:As the name suggests, this section gives the sales data of key players of the global Open Source Intelligence (OSINT) Market as well as some useful information on their business. It talks about the gross margin, price, revenue, products, and their specifications, type, applications, competitors, manufacturing base, and the main business of key players operating in the global Open Source Intelligence (OSINT) Market.

Market Status and Outlook by Region:In this section, the report discusses about gross margin, sales, revenue, production, market share, CAGR, and market size by region. Here, the global Open Source Intelligence (OSINT) Market is deeply analyzed on the basis of regions and countries such as North America, Europe, China, India, Japan, and the MEA.

Application or End User:This section of the research study shows how different end-user/application segments contribute to the global Open Source Intelligence (OSINT) Market.

Market Forecast:Here, the report offers a complete forecast of the global Open Source Intelligence (OSINT) Market by product, application, and region. It also offers global sales and revenue forecast for all years of the forecast period.

Research Findings and Conclusion:This is one of the last sections of the report where the findings of the analysts and the conclusion of the research study are provided.

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Night at the Club event returns, showcases nonprofit programming – Norman Transcript

Registration is now open for the second iteration of a local nonprofit fundraising event night, which offers an evening of activities, food and drinks.

The second annual Night at the Club fundraising event for the Center for Children and Families and Boys & Girls Club of Norman is from 6 to 11 p.m. July 29 at the club, 210 S. Cockrel Ave.

Tickets for the interactive night for adults ages 21 and older are $50, which includes food, beer, wine, Pinots Palette take-home art projects, other arts and crafts, and a glow party.

Guests may choose from an assortment of beer and seltzers from Oklahomas Coop Ale Works or grab a signature cocktail created by Scratch Kitchen & Cocktails.

Amanda Pulis, marketing and communications director for CCFI and Boys and Girls Club Norman, said Night at the Club is intended to show off the club and expose new people to what they do.

Pulis said the event includes games and activities that children at Boys and Girls Club engage in, like corn hole and giant Jenga. Attendees may go on tours of the facility.

Millennial Productions DJ Joe Diaz will provide music.

According to the nonprofits website, attendees can partake in a game of Singo, which is similar to Bingo, but with a musical twist.

The playlists will include 80s, 90s, 2000s and todays top 100.

Social Butterfly Catering will supply food kids enjoy, such as hot dogs, chicken strips, sliders and mac and cheese.

We wanted to have a fun play on kid-themed food, Pulis said.

There are no requirements for attire. Pulis said at last years Night at the Club, some came straight from work with business casual attire, and others wanted to dress up to create a night out with friends.

Then other people wore t-shirts and jeans, and they were there to play games and have a good time, Pulis said.

A primary source of inspiration for the event comes from wanting to make the event as fun as possible with activities people in Norman might not experience at other fundraising events, Pulis said.

The glow party is something that everyone loved last year, so were ending the event with that as a fun celebration, so I think it will be a good event, Pulis said.

CCFI and Boys and Girls Club Norman will have access to $10 vouchers to use towards an Uber ride to ensure guests get home safely. Vouchers are limited on a first-come-first-serve basis.

A live auction link for various packages pertaining to hair, fitness and gift card bundles from local businesses and artisans is expected to go live July 22 and end at the event on July 29 at 9:30 p.m, according to the nonprofits website.

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Night at the Club event returns, showcases nonprofit programming - Norman Transcript

The blind programmers who created screen readers – The Verge

On a night in 1978, Ted Henter was driving a rental car down a dark road in the English countryside. A 27-year-old motorcycle racer from Florida, Henter had just won eighth place in the Venezuelan Grand Prix, the first race of the 1978 World Championships. He was daydreaming about his next race in Spain when he saw the other car driving straight towards him.

Henter had been driving on the right side of the road, just as he did back home. Instinctively, he swerved right. But the other driver, faithful to his own British instincts, swerved left. It was a head-on collision. Henters face broke the windshield and glass shards left him with detached retinas and eighty stitches on his face including thirteen on each eyeball. Lying in the hospital, he thought to himself, Maybe Ill have to miss the race.

The first operation to reattach his retina was successful, and Henter regained his sight in one eye he could see light and some colors but as scar tissue formed, the retina detached again. When he woke up after the second operation, Henter knew things were different this time. After the first operation, everything had been bright. But the second time, everything was dark.

I had about ten minutes of despair in the hospital when I felt a very calming spirit in the room. Maybe it was an angel, Henter recalls. It more or less said to me, Dont sweat it. Everything is going to be okay.

Eh, blind people have been around for millennia, Henter remembers thinking to himself. If they made it, I can make it.

His racing days were over, but Henter wasnt entirely at a loss. Before his motorcycling career began, Henter had earned a mechanical engineering degree from the University of Florida. He even had a couple of patents.

Blindness made working as a mechanical engineer difficult. When he consulted Floridas Division of Blind Services, a counselor told him that computer programming was becoming a popular career for people who are blind.

Henter went back to school for a degree in computer science. He learned to program by typing code out on the terminal and having a volunteer read the screen back to him. A local high school student read programming books for him, which he recorded and listened to on tapes. That was pretty slow and tedious. But I learned how to program computers, says Henter.

It wasnt until his first job when Henter got what he calls a talking computer. This ancestral screen reader, created by Deane Blazie, could only read one character at a time. (For example, the word PRINT would be pronounced not as one syllable but as P-R-I-N-T.)

Nonetheless, this was a game changer. Henter could perform his job without any assistance. When the next version one that could read a word at a time came out, Henter regularly called the company for tech support and became the most known user. Blazie, the head of the company who would go down in history as one of the few sighted pioneers of the assistive technology industry soon offered him a job. Years later, Henter recalls Maryland Computer Services with warmth, remembering a welcoming environment and colleagues who respected him.

Henter was both an engineer and an advocate for the product. He was sent on a trip to Chicago to train a high-profile customer a businessman named Bill Joyce on using a screen reader. An explosion in an industrial accident had left Joyce blind and partially deaf. The two men became close friends, bonding over their love of water skiing. (Although Henter had missed the chance of becoming a motorcycling champion, he would win the gold medal as best overall skier in the 1991 World Disabled Water Ski Championships and six national championships.)

While training Joyce, Henter would throw ideas around the features hed like to add to screen readers. Eventually, Joyce proposed that they create a company together.

In 1987, they founded Henter-Joyce and soon released the first version of their screen reader for DOS. They called it JAWS, which stands for Job Access With Speech, but is also a playful reference to another DOS screen reader called Flipper, like the dolphin in an eponymous 1960s TV show.

JAWS was not the only screen reader in the market, but it had original features like the dual cursor one application cursor for navigating elements on the page and another that could move freely like how our eyes move around the screen. It also had built-in Braille support and a scripting language for users to customize their workflow.

By then, the computer industry had undergone a sea change: everyone was moving to graphic operating systems like Windows. Henter started getting worried calls from his users: When is the Windows version coming out? Im going to lose my job if I cant use Windows.

The leap from text to graphics presented a fiendish challenge. The data model behind the concept of the screen reader had to be completely reimagined. Nonetheless, in the winter of 1995, Henter-Joyce released JAWS for Windows months ahead of competitors. JAWS was so good that Microsoft bought the code and built on top of it to create its own native version. Microsofts project eventually went nowhere, but JAWS would soon own the majority of market share.

If you are sighted, chances are that youve rarely thought about how a software engineer programs while blind. You may have not even given much thought to how people who are blind use computers at all.

If you are a Mac user, you may have regarded VoiceOver macOSs native screen reader as an annoyance that pops up when you inadvertently press a certain combination of keys, only to swiftly turn it off.

A screen reader allows its user to navigate a computer by audio its a primary interface to visual elements of a computer. In other words, screen readers are to blind or partially sighted users what monitors are to sighted users.

The market for screen readers is hardly niche. In 2020, the estimated number of blind people worldwide was 49.1 million comparable to the population of Spain or South Korea. An additional 255 million people have moderate to severe visual impairment. These millions of people may use magnification tools, Braille support, or screen readers.

And while good statistics on blind programmers are hard to come by, in a recent Stackoverflow survey of developers, 1,142 people approximately 1.7% of total participants replied, I am blind / have difficulty seeing.

Nearly three decades have passed since JAWS for Windows was released, during which possibly tens of thousands of blind and partially sighted programmers entered software development. Just as it was in Henters time, its a field that is relatively inclusive for people who are blind, as the accessibility barriers are lower than in many hands-on jobs. These days, this is in no small part thanks to JAWS, a piece of software pioneered by a blind programmer.

Very few pieces of software survive this long. JAWS dates back to the same generation of software as Internet Explorer 1.0, which officially retired last month after 27 years. The fact that JAWS has retained its usage share makes it an even greater rarity. The browser Mosaic, heralded in 1994 as the worlds standard interface, lasted only two years at the top before Netscape took over the market. Three years later, the majority of users were using Internet Explorer, which was overshadowed by Chrome just in twelve years. Chrome has reigned supreme for about a decade. JAWS has been the gold standard of screen readers for almost three times as long of a period.

To return to the monitor analogy: a brand new top-of-the-line monitor and an older, lower-resolution model do more or less the same job. The high-resolution display is better, but a display with low resolution is still a display. However, a bad screen reader isnt bad the way that an outdated display is. Imagine a monitor with islands of dead pixels, incapable of displaying certain objects on the screen, incorrectly rendering or even outright inverting colors, or showing elements several pixels off from where they should be. In other words, bad screen readers arent just mediocre; they lie. Theres a good reason why JAWS has remained so popular, even with its hefty price tag.

That said, the price of JAWS is no small barrier. One home license currently costs $1,000 ($1,285 for a professional license), and future updates cost extra. Annual licenses that cost $95 ($90 for students) are available only in the U.S. 89% of people with vision loss come from low-income and middle-income countries. For a long time, a good, reliable screen reader was simply not an option for the majority of blind or partially sighted people around the world.

It was only in 2019 that an open-source alternative NonVisual Desktop Access (NVDA) finally overtook JAWS in popularity. (JAWS took back its dominant market share in 2020, but just barely). This revolution in accessibility began in an unlikely place: a music camp for kids in the small Australian town of Mittagong.

In 1994, a 10-year-old Michael Curran met nine-year-old Jamie Teh at a weeklong music camp for young Braille-reading students around Australia. Each boy saw something of himself in the other and quickly bonded over their mutual interest in computers.

Teh had been interested in programming ever since he got his first computer, a Commodore 64. Because the Commodore 64 did not have a screen reader, Teh, like Henter, had to get other people to read the screen for him. When a seven-year-old Teh finally got an Apple II, which did have a screen reader, he could at last access everything on the computer on his own.

But my dad would have to read programming books to me because ebooks werent a thing back then, says Teh. So my poor dad would come into my room and read these books, which were the most boring thing in the world for him. But I just loved it.

A few years later, Curran and Teh started making both music and software together. (Their interests often blended; one of their projects added accessibility in audio engineering software, enabling people who are blind to do music production and sound engineering.) They often spent nights in each others houses, engrossed in late-night philosophical conversations. The same question came up time and time again: Why isnt there a free screen reader for people who are blind? Why does it have to cost thousands of dollars?

In 2006, Curran took a break from university. With free time on his hands, he started to put his ideas into practice, hacking together the prototype of what would become NVDA.

There were many people, even in the blindness community, way more qualified than me back then. In fact, there were even people who used to talk about creating a free screen reader, says Curran. The one difference between me and them is that I wrote the first line of code.

Teh had a full-time job but he joined a few months later. I didnt know how serious it was going to be, but it was fun and interesting, says Curran. Because we both very strongly believed in the concept of open source, we made NVDA completely open source.

A year later, Mozilla approached the duo and funded Curran to attend the CSUN Assistive Technology Conference, the largest conference of its kind hosted by the Center on Disabilities at California State University, Northridge. There, Curran met like-minded enthusiasts from across the world. That was when they realized NVDA had reached escape velocity. It was no longer their pet project. Shortly thereafter, Curran and Teh founded NV Access, a nonprofit with a governance structure to take the project long-term.

In its early years, users considered NVDA good enough for home use but unsuited for professional tasks. The fact that it was free gave people the impression that its quality wasnt on par with commercial screen readers. But that began to change as the project grew. The number of contributors ballooned, and NVDA expanded to more than 60 languages. Accessibility teams at Google, Microsoft, and Mozilla wanted to work together to make NVDA integrate well with their platforms and browsers.

According to the bi-annual survey of screen reader users conducted by WebAIM a Utah-based organization that provides web accessibility solutions JAWS had been the most popular primary screen reader since the survey began in 2009. But since 2019, NVDA has rivaled JAWS in popularity.

The NVDA community is enthusiastic, even passionate about the software. Discussions comparing one screen reader to another very much like the iPhone vs. Android or Chrome vs. Firefox debates can become religious. (I realize Im opening up a can of worms, wrote one user to the NVDA communitys mailing list, asking how three different screen readers compare.)

Some community members are young Curran can remember kids who got interested in NVDA when they were like 13 or just starting high school. Some of these young users would go on to study computer science, becoming developers themselves. Three generations of blind programmers have been writing software for each other since Henter began JAWS in the 80s.

Tuukka Ojala, a blind software developer based in Finland, is one of those kids that Curran speaks of.

Ojala had always been curious about technology and computers, but the first computer he used at school had no screen reader installed. When other kids were learning handwriting, I spent the same time learning touch typing, Ojala says. It was more or less a fancy typewriter. Things changed when he got his own computer for the first time, a machine that came with a demo version of JAWS. It would run for like 40 or 45 minutes at a time, and I had to reboot the computer, says Ojala. He couldnt afford the license, let alone the price of future upgrades. Still, in less than a year, while running the JAWS demo in those short increments, hed learned to program.

In 2011, Ojala made a bet with a friend on how long he could stick with NVDA, which was still in its early stages. Back then, the primary reason for using NVDA was not that it was actually better than JAWS in significant ways, Ojala tells me. The bet was supposed to last a month. More than a decade later, Ojala is still using NVDA even though price is no longer an issue. The features NVDA has or chooses to develop are more tailored to what I need, says Ojala. Upgrades are quick and add-ons like optical character recognition (OCR) are extensive. Ive used NVDA for most of the time Ive used computers.

At his company, Ojala primarily works on backend systems. I often describe myself as someone who is interested in backend but still cares about the whole software, so I do usability testing as well, says Ojala. I like to understand how the end users use it even though I dont work with the front end as much.

But only a handful of software tools give Ojala a frictionless experience. For most companies, accessibility isnt a priority, or worse, something that they pay lip service to while doing the bare minimum to meet regulatory compliance. Ojalas pet peeve is people thinking that accessibility is a feature, a nice-to-have addition to your product. When they tack on accessibility later, without thinking about it from the very beginning, Ojala can tell it feels haphazard. (Imagine first creating a product with a colorless UI, then to add colors later as an afterthought, only to use the wrong color combination.)

Accessibility screw-ups, technological or not, are massively scalable. Take for example, how US dollar bills are identically sized for every denomination. Before smartphones, blind Americans would have had to carry around a separate and costly device just for identifying the bills, or otherwise place trust in every cashier they met. (Many other currencies use differently sized bills for exactly this reason). When systems dont build in accessibility, the burden passes to individuals with disabilities to make up for it on their own, often by buying expensive technologies. Makeshift solutions are only necessary because of the thoughtlessness of the people who designed the system.

As a sighted programmer, Id been oblivious to the world of screen readers until I came across a post titled Im a software engineer going blind, how should I prepare? One recent evening, I tried navigating my personal website, eyes closed, with macOS native screen reader VoiceOver. I was soon mortified to learn that underneath the ostensibly clean interface was a chimeric HTML structure. As I made ad hoc changes to my website mainly written in a language called Go over the years, I had mangled the HTML hierarchy so much that it was rendered inaccessible even to myself.

The history of screen readers is as much a transcendent achievement for the blind programmers who pioneered the field as it is a rebuke to sighted programmers, without whose neglect non-native screen readers might not have to exist. As a blind person, I want to go to the local computer store, buy a computer and just use it. I shouldnt have to go and buy or even have to download another screen reader, Curran says. Blind programmers shouldnt have to be the ones writing tools for blind people.

But nevertheless, theyve done exactly that. They have built sometimes on top of each other, sometimes chaotically and in parallel software that is life-changing in the literal sense. And their legacies endure, not just in the operating systems that have adopted their products, but in the programmers who have come after them.

Henter relied on volunteers to read screens out loud for him; Tehs father read programming books to him as a child. For Ojala, screen readers have been part of his life as a programmer from the start.

It took Ojala quite a long time to figure out why sighted people kept asking, How can you code? It seemed like a big deal to them, but he couldnt make out why.

My way of working is the only way I know, Ojala says. I dont know of any other ways to code.

Continued here:
The blind programmers who created screen readers - The Verge

Log4j incident response within the community shows collaboration & dedication to security – Security Magazine

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Log4j incident response within the community shows collaboration & dedication to security - Security Magazine

DeltaStream pockets funding for stream data processing concept Blocks and Files – Blocks and Files

Startup DeltaStream has bagged $10 million seed money for its idea of real-time stream data processing as-a-service.

The concept is to develop a serverless abstraction layer over real-time streaming data ingest services such as Apache Kafka and AWS Kinesis, with SQL query support and RDBMS-type management facilities for the data.

CEO and founder Hojjat Jafarpour told us: Accessing fresh low-latency data provides a substantial competitive advantage to enterprises; however, the complexity of building and operating real-time applications prevents many companies from benefiting from this competitive advantage. We remove such complexity and make building and running real-time streaming applications simple and fast by providing a serverless database to manage and process all streams via SQL.

He was previously a software engineer at Confluent and creator of the KSQL project there. His LinkedIn profile states: KSQL is an open source streaming SQL engine for Apache Kafka. It provides a simple and completely interactive SQL interface for stream processing on Kafka; no need to write code in a programming language such as Java or Python. KSQL is open-source (Apache 2.0 licensed), distributed, scalable, reliable, and real-time. It supports a wide range of powerful stream processing operations including aggregations, joins, windowing, sessionization, and much more.

There is a steadily increasing need to analyze event data, such as a credit/debit card transaction or online product query, in real time so as to detect and prevent fraud or make a product recommendation. There are a variety of data ingest engines and services such as Kafka, Confluent Cloud, AWS Kinesis, Azure Event hub, and GCP Pub/Sub. The task of developing any particular streaming data ingest, analysis, and management application is made more difficult by this wealth of underlying storage services and lack of any standard query-building and management frameworks.

Another problem area is provisioning compute services. DeltaStream is bringing RDBMS management ideas to real-time data and developing an SQL query building and running facility. It provides an abstraction layer over the ingest and storage services including data at rest in data lakes. Because it is serverless, it will provision and manage elastic compute services in the cloud.

Other companies such as Imply, Ocient, SingleStore, and Sqream provide stream data storage and analysis services and we asked Jafarpour how DeltaStream differed from them. His reply was: DeltaStream provides stream processing as-a-service. The products you mentioned are store and query systems where the data is stored and queried. On the other hand, DeltaStream queries are long-running continuous queries and keep processing data as data arrives. So these are two different processing models.

DeltaStream is available on AWS in a private beta and the company is looking for testers (no charge). It plans to offer it on GCP and Azure soon. A blog provides a lot of background information.

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DeltaStream pockets funding for stream data processing concept Blocks and Files - Blocks and Files