Education

Lambda School Threatens Ex-Employee For Coming Forward About Conditions At the Coding Bootcamp (theverge.com) 36

An anonymous reader quotes a report from The Verge: Lambda School, the controversial coding bootcamp, is threatening a former employee for speaking out about problems at the school. In an article published on February 11th, Sabrina Baez, Lambda's former head of career services, told The Verge that she was called a "feisty Latina" and a "bulldog" when she pushed for a diversity initiative at the school. Baez had signed a severance agreement when she left Lambda after the incidents; the school sent her a letter claiming she violated that agreement by speaking to reporters and is demanding the return of her severance money (roughly $36,000). The Verge has seen that letter, which also says Lambda is prepared to file a lawsuit to collect.

Baez claims that Lambda tried to fire her in 2018 for not living up to a performance plan. When she told her manager she hadn't received any documentation about this plan, she claims he walked back his comments and said she could stay. Baez says she decided to leave anyway because she no longer felt supported in her role. She was five months pregnant at the time and signed a nondisclosure agreement to get severance. Because of this agreement, The Verge agreed not to use Baez's name in the article. She has decided to come forward publicly in this piece since the school is threatening legal action. [...] The Verge's reporting went beyond Baez's experience, detailing ongoing issues Lambda faces with unhappy students and regulatory hurdles. In January, students from the school's User Experience Design program wrote a letter to the school calling the program "a very bad experience" and "not worth the money." They asked to get out of their income sharing agreements (ISAs), which are the bedrock of Lambda's program. The school is also operating without state approval in California, meaning the Bureau for Private Postsecondary Education cannot step in to help students if there is a dispute with the school. In the case of the User Experience program, the agency didn't have to: Lambda let the students out of their ISAs.

The Courts

Split Verdict Given For CIA Programmer Charged In Massive Leak (rawstory.com) 48

An anonymous reader quotes a report from The Wall Street Journal: A federal jury couldn't reach a verdict on whether a former software engineer for the Central Intelligence Agency was responsible for leaking a trove of classified documents to WikiLeaks, convicting him instead on lesser charges stemming from the leak (Warning: source paywalled; alternative source). Joshua Schulte, 31 years old, was convicted of making false statements and contempt of court -- charges that related to Mr. Schulte's conduct after the March 7, 2017 publication of the CIA materials, dubbed Vault 7 by WikiLeaks. The jury said Monday they were deadlocked on the remaining eight counts, including the illegal gathering and transmission of national defense information. The hung jury, following a week of jury deliberations, marks a blow to the Justice Department in its crackdown on government leaks. One former top CIA official who testified called the leak "the equivalent of a digital Pearl Harbor." The government could choose to prosecute Mr. Schulte again on the deadlocked charges.
Open Source

FSF Plans to Launch 'Forge', a Code-Hosting/Collaboration Platform (fsf.org) 40

An anonymous reader quotes SD Times: The Free Software Foundation (FSF) announced plans to launch a public code hosting and collaboration platform ("forge") this year. Members of the FSF tech team are currently reviewing ethical web-based software that will help teams work on their projects, with features like merge requests, bug tracking, and other common tools.

"Infrastructure is very important for free software, and it's unfortunate that so much free software development currently relies on sites that don't publish their source code, and require or encourage the use of proprietary software," FSF wrote in a blog post. "Our GNU ethical repository criteria aim to set a high standard for free software code hosting, and we hope to meet that with our new forge."

As of now, the team said it has been researching a list of candidate programs and analyzing them in terms of ethical and practical criteria.

The FSF blog post adds that "We plan on contributing improvements upstream for the new forge software we choose, to boost its score on those criteria...

"We'll communicate with the upstream developers to request improvements and help clarify any questions related to the ethical repository criteria."
Python

Python Finally Ties With Java In RedMonk's New Programming Language Rankings (zdnet.com) 90

An anonymous reader quotes ZDNet: Python is tying with Java as the second most popular programming language behind JavaScript, according to developer analyst RedMonk's latest ranking.

The second spot for Python is the highest position it's ever attained in RedMonk's list of top programming languages, which is based on an analysis of GitHub and Stack Overflow data. Historically, Python has been steady in fourth position but it rose to third spot three years ago in RedMonk's tables... Python has been rising across several programming language popularity indexes, including Tiobe and IEEE Spectrum.

Microsoft-maintained TypeScript for large-scale JavaScript projects has also risen one place to ninth position along with C... Rust is a popular language among developers who discuss technical challenges on StackOverflow, but it hasn't moved from its spot at 21.

Programming

The Growth of Command Line Options, 1979-Present (danluu.com) 83

Dan Luu, writing in a blog post: The sleight of hand that's happening when someone says that we can keep software simple and compatible by making everything handle text is the pretense that text data doesn't have a structure that needs to be parsed4. In some cases, we can just think of everything as a single space separated line, or maybe a table with some row and column separators that we specify (with some behavior that isn't consistent across tools, of course). That adds some hassle when it works, and then there are the cases where serializing data to a flat text format adds considerable complexity since the structure of data means that simple flattening requires significant parsing work to re-ingest the data in a meaningful way. Another reason commands now have more options is that people have added convenience flags for functionality that could have been done by cobbling together a series of commands. These go all the way back to v7 unix, where ls has an option to reverse the sort order (which could have been done by passing the output to tac).

[...] Over time, more convenience options have been added. For example, to pick a command that originally has zero options, mv can move and create a backup (three options; two are different ways to specify a backup, one of which takes an argument and the other of which takes zero explicit arguments and reads an implicit argument from the VERSION_CONTROL environment variable; one option allows overriding the default backup suffix). mv now also has options to never overwrite and to only overwrite if the file is newer. mkdir is another program that used to have no options where, excluding security things for SELinux or SMACK as well as help and version options, the added options are convenience flags: setting the permissions of the new directory and making parent directories if they don't exist. If we look at tail, which originally had one option (-number, telling tail where to start), it's added both formatting and convenience options For formatting, it has -z, which makes the line delimiter null instead of a newline. Some examples of convenience options are -f to print when there are new changes, -s to set the sleep interval between checking for -f changes, --retry to retry if the file isn't accessible.

Google

Google Cancels 'Physical' I/O 2020 Due To Coronavirus Concerns (9to5google.com) 12

Google has announced that it will not host an in-person I/O 2020 over coronavirus concerns. The company is looking into an alternative format. 9to5Google reports: Google I/O 2020 was announced in January, with the ticket application and drawing process taking place late last month. Hosted at the Shoreline Amphitheatre in Mountain View, it's right across the street from the Googleplex headquarters. "Due to concerns around the coronavirus (COVID-19), and in accordance with health guidance from the CDC, WHO, and other health authorities, we have decided to cancel the physical Google I/O event at Shoreline Amphitheatre," reads a statement on the Google I/O website.

Those that purchased tickets will be fully refunded by March 13, while registered guests this year will automatically be able to purchase I/O 2021 passes. Looking forward, the company is going to "explore other ways to evolve Google I/O to best connect with our developer community." At this time, Google does not look to be committing to the original May 12-14 timeframe. Meanwhile, Google will be providing $1 million to local Mountain View organizations to help with the lack of I/O and its over 7,000 attendees. This is specifically aimed at helping raise awareness about the coronavirus, as well as aiding small businesses, increasing STEM education, and supporting organizations working with unhoused neighbors.

Databases

Freedb.org Is Shutting Down (freedb.org) 35

AmiMoJo writes: Freedb, the community-generated database of music CD metadata, is shutting down on March 31, 2020. The service was set up as a free alternative to CDDB. Many CD-ripping applications pull metadata from Freedb to save the user having to type it in manually, but the service has some major limitations and has now been superseded by MusicBrainz. This wouldn't be the first time Freedb shut down. In 2006, the site shut down due to a disagreement among its developers, only to be brought back to life a few months later.

It's unclear why Freedb is shutting down after all these years.
Facebook

Facebook Shrinks Messenger App Size Down By 75% (fastcompany.com) 84

To make its iPhone messaging app run better -- especially on older phones -- Facebook rewrote it from the ground up. The new version is going live now. From a report: In August 2011, Facebook introduced Messenger, an iPhone and Android app that spun off the social network's chat feature into a stand-alone experience. [...] Messenger hit one billion monthly active users in 2016 and was the world's most-downloaded app in 2019, according to App Annie. Along the way, it supplemented its original text-based conversations with everything from voice and video calls to games to payments to bots to Snapchat-style stories. As its user base and ambitions grew, so did its size. What had been a wafer-thin 8.5MB download in 2012 expanded to take up 130MB of space on users' iPhones. That's about twice the size of WhatsApp, another Facebook messaging app that offers many similar features.

But now Facebook has put the iOS version of Messenger on an extreme weight-reduction plan. By rewriting it from scratch, it's shrunk Messenger's footprint on your iPhone down to an eminently manageable 30MB, less than a quarter of its peak size. According to the company, the new version loads twice as fast as the one it's replacing. The update is so compact that Facebook was able to quietly build it into the existing version and test it by exposing it to a subset of users. As a giant piece of programming, the downsizing is even more dramatic. Messenger is going from 1.7 million lines of code to 360,000, for an 84% reduction.

Programming

Will The Next Job Impacted By Automation Be App Development? (forbes.com) 149

Leading CIOs, CTOs and technology executives on the "Forbes Technology Council" just made some predictions for the future: Now that the business world has seen the power of automation, the question has become, "What's next?" The members of Forbes Technology Council are constantly looking out for new tech trends, and they believe the next jobs to be impacted by automation might not be the ones people expect...

#1. Reminders, Notifications And Reporting
Christy Johnson, AchieveIt: I think as workflow technology expands, any kind of oversight-related job will be delegated to the bots. No human will be taking the time to manually build reports, see who they're missing data from and send those employees a reminder email/plea for a status update. The tech is already around, but I think it still has a long way to go to reach human-level logic and function....

#3. App Development

Katherine Kostereva, Creatio (formerly bpm'online): In the next five years, everyone will become a developer thanks to low-code/no-code technology. It allows users to build apps and processes in a visual integrated development environment with drag and drop features. Hand-coding isn't likely to become obsolete in five years, but we are moving towards a far future where little to no coding is involved in development.

Programming

An Update On Microsoft's 'GitHub Arctic Vault Program' (news.com.au) 31

news.com.au reports: The GitHub Arctic Vault program is part of the now Microsoft-owned code repository GitHub...aimed at preserving the information for generations to come...

"We chose to store GitHub's public repositories in the Arctic World Archive in Svalbard [a Norwegian island] because it is one of the most remote and geopolitically stable places on Earth and is about a mile down the road from the famous Global Seed Vault," said GitHub vice president of special projects Thomas Dohmke. Mr Dohmke said open source code in particular was worth preserving... "Ultimately, it's time to create multiple durable backups of the software our world depends on..." Other treasures include the original source code for MS-DOS (the precursor to Microsoft Windows), the open source code that powers Bitcoin, Facebook's React, and the publishing platform Wordpress...

"The Arctic Code Vault was just the beginning of the GitHub Archive Program's journey to secure the world's open source code," GitHub vice president of special projects Thomas Dohmke told news.com.au. "We've partnered with multiple organisations and advisers to help us maximise the GitHub Archive Program's value and preserve all open-source software for future generations." One of those partners is Norwegian archival experts Piql, who specialise in very-long-term data storage. The company uses around 200 silver halide and polyester film reels designed to last a thousand years to store the information...

Programming

The 'Go' Team Releases Version 1.14 (devclass.com) 13

The new 1.14 release of the Go programming language "is dotted with performance and security improvements," reports the developer news site DevClass, "but also gives devs more flexibility when it comes to module use."

And they also give a nice overview of Go's development process: Go is the language most containerization projects are built with. The wide adoption of this approach is one of the reasons that made the Go team implement a new feedback-based system for language enhancements. In it, only a limited number of new features are proposed for an upcoming release, giving the community room to weigh in on them. If they decide a change will do more good than harm the feature will make it into the new version. However, since alterations affect a quite wide range of people, they are often heavily disputed. This already led to the abandoning of a proposal thought to improve the language's often discussed error handling. Currently, a couple of new vet checks and minor adjustments are discussed for the 1.15 release.

Updates in Go 1.14 mainly concern the toolchain, runtime, and libraries. The only change to the language allows for methods of embedded interfaces to have the same name and signature as those on the embedding interface. Supposedly to facilitate the creation of somewhat safer applications, version 1.14 includes a hash/maphash package. The hash functions on byte sequences contained in it are meant to help with the implementation of hash tables or similar data structures. The Go team warns though that "the hash functions are collision-resistant but not cryptographically secure...."

Go 1.14 is the last release to run on macOS 10.11 and support 32-bit binaries on Apple's operating system. Meanwhile binaries for Windows come with data execution prevention enabled, experimental support for 64-bit RISC-V on Linux is included, and v1.14 should work with 64-bit ARM architecture on FreeBSD 12.0 or later.

Facebook

Facebook Cancels F8 Developer Conference Due To Coronavirus Concerns (theverge.com) 17

Facebook has canceled the in-person portion of F8, the company's annual developer conference, due to coronavirus concerns. F8 was originally scheduled to take place on May 5th and May 6th later this year. From a report: Instead, Facebook says that it will replace the main F8 conference with "locally hosted events, videos and live-streamed content."
Japan

Konami Code Creator Kazuhisa Hashimoto Dies At 61 (polygon.com) 16

Kazuhisa Hashimoto, a producer credited with implementing the fabled "Konami Code" that gave players godlike cheats in Contra, Gradius, Castlevania, and other Konami games for the Nintendo Entertainment System, died on Tuesday. He was 61. Polygon reports: Hashimoto was a programmer and producer for the home console port of Gradius, which in 1986 was the first video game to use the Konami Code. Hashimoto put it in the game as an aid for his playtesting, memorably saying that he "obviously couldn't beat it." For unclear reasons, the Konami Code was left in the shipped game, and was later used to playtest other games made by the publisher.

Contra, which launched on the NES in 1988, sold much better than Gradius and is more closely associated with the Konami Code's origins. In it, cheat-code sharers discovered video gaming's Charm of Making -- up, up, down, down, left, right, left, right, B, A, start! -- and were blessed with 30 lives, absolutely critical to a super-tough one-hit-kill side-scroller like Contra. Nostalgia for the Konami Code, if not gratitude for its usefulness to many difficult games of the day, led to its inclusion in numerous other works. A Wikipedia entry on the code counts more than 100 Konami games with the cheat or some version of it inside them. Another 22 games made by other publishers included the code as a tribute, often revealing an Easter egg or secret message. It has also shown up elsewhere in popular culture, most recently in Google Stadia's website (and on its controller), and as a pastime Easter egg in Fortnite in October.

The Internet

Smithsonian Releases 2.8 Million Images Into Public Domain (smithsonianmag.com) 24

An anonymous reader quotes a report from the Smithsonian: For the first time in its 174-year history, the Smithsonian has released 2.8 million high-resolution two- and three-dimensional images from across its collections onto an open access online platform for patrons to peruse and download free of charge. Featuring data and material from all 19 Smithsonian museums, nine research centers, libraries, archives and the National Zoo, the new digital depot encourages the public to not just view its contents, but use, reuse and transform them into just about anything they choose -- be it a postcard, a beer koozie or a pair of bootie shorts. And this gargantuan data dump is just the beginning. Throughout the rest of 2020, the Smithsonian will be rolling out another 200,000 or so images, with more to come as the Institution continues to digitize its collection of 155 million items and counting.
Cloud

Google Cloud CEO Called Oracle Cloud a 'Disgrace' (businessinsider.com) 40

An anonymous reader shares a report: Veteran Silicon Valley executive Thomas Kurian surprised the tech world two years ago when he suddenly left Oracle to become CEO of Google Cloud. The reason may have just gotten a bit clearer. Kurian apparently had an unhappy tenure as head of Oracle's cloud, according to a lawsuit. He felt pressured by top management, including Oracle founder Larry Ellison. And he clashed with his people at Oracle, berating execs who reported to him for work he considered "atrocious" and "awful," the lawsuit alleges. The suit, filed on behalf of a group of investors led by Union Asset Management Holding AG, a Frankfurt-based investment firm, accused Oracle's top executives of painting an upbeat picture of the tech giant's cloud momentum in 2017 to 2018, even though they knew the company was falling behind in the cloud wars. The suit was originally filed in 2018. The amended suit, which was first reported by the Register, was filed last week. Kurian's email was part of a shareholder lawsuit before a federal court in California which claims that Oracle had misled investors on the state of its cloud business. Oracle rejected the suit's claims. "The suit has no merit and Oracle will vigorously defend against these claims," spokesperson Deborah Hellinger told Business Insider in an email. [...] The suit cited Kurian's email in which he also told Miranda that Oracle's cloud software "was considered so atrocious" that it was simply "a disgrace."
Java

Oracle's Allies Against Google Include Scott McNealy and America's Justice Department (zdnet.com) 135

America's Justice Department "has filed a brief in support of Oracle in its Supreme Court battle against Google over whether Java should have copyright protection," reports ZDNet: The Justice Department filed its amicus brief to the Supreme Court this week, joining a mighty list of briefs from major tech companies and industry luminaries — including Scott McNealy, co-founder of Sun, which Oracle bought in 2010, acquiring Sun-built Java in the process. While Microsoft, IBM and others have backed Google's arguments in the decade-long battle, McNealy, like the Justice Department, is opposing Google. McNealy called Google's description of how it uses Java packages a "woeful mischaracterization of the artful design of the Java packages" and "an insult to the hard-working developers at Sun who made Java such a success...."

Joe Tucci, former CEO of now Dell-owned enterprise storage giant EMC, threw in his two cents against Google. "Accepting Google's invitation to upend that system by eliminating copyright protection for creative and original computer software code would not make the system better — it would instead have sweeping and harmful effects throughout the software industry," Tucci's brief reads.

Oracle is also questioning the motives of Google's allies, reports The Verge: After filing a Supreme Court statement last week, Oracle VP Ken Glueck posted a statement over the weekend assailing the motives of Microsoft, IBM, and the CCIA industry group, all of which have publicly supported Google. Glueck's post comes shortly after two groups — an interdisciplinary panel of academics and the American Conservative Union Foundation — submitted legal briefs supporting Oracle. Both groups argued that Google should be liable for copying code from the Java language for the Android operating system. The ACUF argued that protecting Oracle's code "is fundamental to a well-ordered system of private property rights and indeed the rule of law itself...."

Earlier this year, Google garnered around two dozen briefs supporting its position. But Oracle claims that in reality, "Google appears to be virtually alone — at least among the technology community." Glueck says Google's most prominent backers had ulterior motives or "parochial agendas"; either they were working closely with Google, or they had their own designs on Java...

Even if you accept Oracle's arguments wholeheartedly, there's a long list of other Google backers from the tech community. Advocacy groups like the Electronic Frontier Foundation and the Center for Democracy and Technology signed on to amicus briefs last month, as did several prominent tech pioneers, including Linux creator Linus Torvalds and Apple cofounder Steve Wozniak. The CCIA brief was signed by the Internet Association, a trade group representing many of the biggest companies in Silicon Valley. Patreon, Reddit, Etsy, the Mozilla Corporation, and other midsized tech companies also backed a brief raising "fundamental concerns" about Oracle's assertions.

Programming

FizzBuzz 2.0: Pragmatic Programming Questions For Software Engineers (triplebyte.com) 226

A former YC partner co-founded a recruiting company for technical hiring, and one of its software engineers is long-time Slashdot reader compumike. He now writes: Like the decade-old Fizz Buzz Test, there are some questions that are trivial for anyone who can build software at a professional level, but are likely to stump anyone who can't hack it. I analyzed the data from over 100,000 programmers to reveal how five multiple-choice questions easily separate the real software engineers from the rest.
The questions (and the data about correct answers) come from Triplebyte's own coder-recruiting quiz, and "98% of successful engineers answer at least 4 of 5 correctly," explains Mike's article. ("Successful" engineers are defined as those who went on to receive an inbound message from a company matching their preferences through Triplebyte's platform.) "I'm confident that if you're an engineering manager running an interview, you wouldn't give an offer to someone who performed below that line."

Question 1: What kind of SQL statement retrieves data from a table?
  • LOOKUP
  • READ
  • FETCH
  • SELECT

Programming

Will Low-Code and No-Code Platforms Revolutionize Programming? (forbes.com) 136

In a new article in Forbes, a Business Technology professor at the Villanova School of Business argues that the way we build software applications is changing: If you're living in the 21st century you turn to your cloud provider for help where many of the most powerful technologies are now offered as-a-service. When your requirements cannot be completely fulfilled from cloud offerings, you build something. But what does "building" mean? What does "programming" mean...? You can program from scratch. You can go to Github (where you can find code of all flavors). Or you can — if you're a little lazier — turn to low-code or no-code programming platforms to develop your applications.

All of this falls under the umbrella of what, the Gartner Group defines as the "democratization of expertise":

"Democratization is focused on providing people with access to technical expertise (for example, ML, application development) or business domain expertise (for example, sales process, economic analysis) via a radically simplified experience and without requiring extensive and costly training...."

[T]he new repositories, platforms and tools are enabling a whole new set of what we used to call "programming." As Satya Nadella said, "Every business will become a software business, build applications, use advanced analytics and provide SAAS services," and as Sajjad Daya says so well in Hackernoon, "Coding takes too long for it to be both profitable and competitively priced. That's not the case with no-code platforms, though. The platforms do the complicated programming automatically, slashing development time..."

The technology democracy has forever changed corporate strategy. And what does this mean? It means that the technical team scales on cue. But "technical" means competencies around Github, low-code/no-code platforms and especially business domains... [A]ll of this levels the technology playing field among companies — so long as they understand the skills and competencies they need.

Security

Are APIs Putting Financial Data At Risk? (csoonline.com) 66

We live in a world where billions of login credentials have been stolen, enabling the brute-force cyberattacks known as "credential stuffing", reports CSO Online. And it's being made easier by APIs: New data from security and content delivery company Akamai shows that one in every five attempts to gain unauthorized access to user accounts is now done through application programming interfaces (APIs) instead of user-facing login pages. According to a report released today, between December 2017 and November 2019, Akamai observed 85.4 billion credential abuse attacks against companies worldwide that use its services. Of those attacks, around 16.5 billion, or nearly 20%, targeted hostnames that were clearly identified as API endpoints.

However, in the financial industry, the percentage of attacks that targeted APIs rose sharply between May and September 2019, at times reaching 75%.

"API usage and widespread adoption have enabled criminals to automate their attacks," the company said in its report. "This is why the volume of credential stuffing incidents has continued to grow year over year, and why such attacks remain a steady and constant risk across all market segments."

APIs also make it easier to extract information automatically, the article notes, while security experts "have long expressed concerns that implementation errors in banking APIs and the lack of a common development standard could increase the risk of data breaches."

Yet the EU's "Payment Services Directive" included a push for third-party interoperability among financial institutions, so "most banks started implementing such APIs... Even if no similar regulatory requirements exist in non-EU countries, market forces are pushing financial institutions in the same direction since they need to innovate and keep up with the competition."
Databases

Powerful Antibiotic Discovered Using Machine Learning For First Time (theguardian.com) 54

A powerful antibiotic that kills some of the most dangerous drug-resistant bacteria in the world has been discovered using artificial intelligence. The Guardian reports: To find new antibiotics, the researchers first trained a "deep learning" algorithm to identify the sorts of molecules that kill bacteria. To do this, they fed the program information on the atomic and molecular features of nearly 2,500 drugs and natural compounds, and how well or not the substance blocked the growth of the bug E coli. Once the algorithm had learned what molecular features made for good antibiotics, the scientists set it working on a library of more than 6,000 compounds under investigation for treating various human diseases. Rather than looking for any potential antimicrobials, the algorithm focused on compounds that looked effective but unlike existing antibiotics. This boosted the chances that the drugs would work in radical new ways that bugs had yet to develop resistance to.

Jonathan Stokes, the first author of the study, said it took a matter of hours for the algorithm to assess the compounds and come up with some promising antibiotics. One, which the researchers named "halicin" after Hal, the astronaut-bothering AI in the film 2001: A Space Odyssey, looked particularly potent. Writing in the journal Cell, the researchers describe how they treated numerous drug-resistant infections with halicin, a compound that was originally developed to treat diabetes, but which fell by the wayside before it reached the clinic. Tests on bacteria collected from patients showed that halicin killed Mycobacterium tuberculosis, the bug that causes TB, and strains of Enterobacteriaceae that are resistant to carbapenems, a group of antibiotics that are considered the last resort for such infections. Halicin also cleared C difficile and multidrug-resistant Acinetobacter baumannii infections in mice.
Three days after being set loose on a database of about 1.5 billion compounds, the algorithm returned a shortlist of 23 potential antibiotics, of which two appear to be particularly potent.

"[The senior researcher] now wants to use the algorithm to find antibiotics that are more selective in the bacteria they kill," adds The Guardian. "This would mean that taking the antibiotic kills only the bugs causing an infection, and not all the healthy bacteria that live in the gut. More ambitiously, the scientists aim to use the algorithm to design potent new antibiotics from scratch."

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