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Artificial Intelligence (AI)

Will AI Render Software Developers Obsolete?

Every economic sector will be impacted by artificial intelligence technology, hopefully for the better. For those in software development, many are asking the question, will AI make programmers obsolete?

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Will AI render Software Developers Obsolete

Artificial Intelligence (AI) and its closely related cousin Machine Learning have become hot topics of discussion around dinner tables and expert panel shows.

Unfortunately, whether expert or opinionated father a side is taken as to whether developments in the technology will bring about the end of humanity or usher in a new utopian age.

These are pretty broad strokes that AI cannot hope to make real, either good or bad, in the near term. However, dinner table assumptions aside, the technology will have a massive impact on how we work; in fact, it already is.

Every economic sector will be impacted by artificial intelligence (AI) technology, hopefully for the better. For those in software development, many are asking the question, will AI make programmers obsolete?

Artificial Intelligence (AI) Technology

1. Work Flow Improvements

A study conducted in 2013 predicted that 47% of jobs in the US might be automated by 2030. A more recent study predicted that between 40 million and 160 million women worldwide might need to transition to a different occupation by 2030, with clerical and bookkeeping roles being the most in danger of being automated.

Where does this leave the profession that may be responsible for creating the automation software?. This is a question of keen interest for us at DevsData, and we feel it should be looked at in two ways.

Firstly, AI can be of benefit to programmers, and this is being seen across the IT sector even with AI adoption being done at a rudimentary level.

Secondly, does this benefit mean that programmers can be done away with? The software development cycle has many elements that programmers may find tedious, which can be automated.

If we look at the period before any code is committed to memory, the first technology specifications and features need to be determined. Only then can code be written.

In-Demand Programming Languages (AI)

Once that is done, the process of testing, deployment, and maintenance begins, which is costly and time-consuming. AI has proven to be excellent at handling the tasks we find repetitive and frankly boring.

For programmers, AI can assist in code writing by preventing errors from cropping up based on a library of successful and unsuccessful code. Further, AI can assist in testing potentially been far faster and efficient as well as fixing bugs with the same efficiency.

2. So, are programmers at risk?

As to the second part, the short answer is not necessarily. While the technology sector will use AI to improve efficiency by allowing AI to take on the mundane but necessary tasks, this frees up programmers in surprising and creative ways.

Programmers will be able to focus on developing better code and better software. The reality is also that programmers are still needed to create the AI algorithms to put in place in the first place, analyzing and curating programmers will do the data for use in the algorithms for the immediate to near future.

This, of course, means that programmers will need to learn new skills and possibly new programming languages, but this has been the case for the profession even before the AI debate began.

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Artificial Intelligence (AI)

WORM-Compliant Storage: Exploring Write Once Read Many (WORM) Functionality

This is sometimes referred to as write once, read many, or WORM, compatible storage. With a name like that, it’s hardly surprising that many need help understanding it.

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How does WORM storage work

Organizations generate an immense quantity of data, yet sometimes they need or want to preserve it in an unalterable format.

For legal reasons, a non-profit organization may desire to keep its financial information in this format regularly. An institution may desire to save graduation records in this manner in case the actual records are lost in an accident. Businesses may desire unalterable records to avoid tampering, which might cover up fraud.

This is sometimes referred to as write once, read many, or WORM, compatible storage. With a name like that, it’s hardly surprising that many need help understanding it.

We’re here to help you get a grasp on things. Let’s go!

1. What Exactly Is Write Once, Read Many?

The simplest explanation is that it is immutable storage. You may write data to the storage device or medium just once. Following that, no one may legally alter the data in any manner.

CD-R discs are a basic kind of WORM storage. You may add data to the blank disk, but it will remain in that state indefinitely. You may damage or destroy the disk to prevent someone from accessing it, but you cannot modify the data contained in it.

WORM storage allows for repeated reads of the data. Assuming the disk or drive isn’t destroyed, there’s no practical limit to how often you can access the data.

2. How does WORM storage work?

There are two options for implementing WORM storage in your business. The first technique is hardware, which uses tape or a similar form of media that permanently stores data, making physical destruction of the WORM storage device the sole way to delete it.

Nonetheless, with many solutions migrating to cloud and SaaS services, selecting particular hardware might be challenging. However, many of these service providers now provide software-defined WORM solutions, which combine the flexibility of software with the strictness, security, and indelibility of hardware-based WORM.

Whether you utilize software or hardware to achieve your compliance objectives, the idea is the same. When someone writes data to a WORM disk, it remains there eternally. The assumption that you cannot alter the data on a WORM drive only refers to anything that has already been saved there; the ability to add new data is always available as long as there is adequate storage space on the drive.

Do you need WORM-compliant storage

3. Do you need WORM-compliant storage?

Unless your company works in the securities or healthcare industries, which are subject to SEC or HIPAA laws, there is likely no legal need to adopt write-once, read-many (WORM) compliant storage solutions. However, legal requirements are only one motivator for using WORM storage systems.

WORM compliant storage provides a key role in addition to regulatory compliance. For example, if you want to keep a safe archive of historically important documents, WORM storage is a wise solution. This guarantees that once data is written, it cannot be changed or erased, protecting the integrity and validity of critical documents over time.

Furthermore, in situations where internal workers may tamper with corporate documents, WORM storage adds an extra degree of protection. Creating immutable copies of papers makes it easy to check the correctness and validity of records, reducing worries about possible manipulation.

Likewise, WORM storage may serve as a protection for proof of trade secrets or intellectual property, providing a snapshot of data at a given point in time and preserving valuable assets from illegal changes or access. In conclusion, although WORM-compliant storage is not legally required for all enterprises, it provides essential advantages for data integrity, security, and crucial information preservation.

4. What are the primary advantages of WORM storage?

WORM technology protects businesses against many of the usual difficulties associated with data corruption and loss. The primary advantages of deploying WORM storage include:

Compliance With Industry Regulations

Using WORM storage helps firms comply with recordkeeping rules and laws. More than simply archiving data is required. Businesses must store their data in the right, unalterable format to comply with regulatory requirements and avoid significant fines and penalties.

Risk Mitigation for Poorly Archived Data

Companies must have a robust procedure for archiving all data. If information is needed as part of an audit or lawsuit and the required data is lost or damaged, difficulties (and penalties) will arise.

Better Information Security

WORM Storage secures precious and sensitive data and, more critically, prevents it from being doctored or changed. It guards against occurrences such as data being accidentally or purposefully manipulated.

Better Data Governance

WORM storage contributes to the present business-wide practice of rigorous and well-planned data governance. It also enables you to better adhere to the Electronic Discovery Reference paradigm (EDRM), a paradigm that describes the steps of the eDiscovery process throughout an inquiry.

5. Use Cases of WORM Storage

Professional content distribution includes financial records, police investigations, court testimony, computerized voting, and other applications in which data files must be safeguarded against manipulation or deletion, particularly when material is accessed, relocated, or transferred. Organizations transfer all data given over to the data investigation business onto WORM disks, ensuring that nothing changes beyond that point.

Transferring a read-only file across a network using encryption and passwords does not ensure that the file is original or untouched. Furthermore, it is usually preferable to enforce something in hardware rather than software since when the program is not operating, the data may be tampered with.

  • Corporate records
  • Financial and Insurance
  • Intelligence collection
  • Law enforcement
  • Electronic Voting
  • Court Proceedings
  • Medical Records and Devices
  • Public Records
  • Artificial Intelligence
  • Cyber-attack protection
  • IT security and log files

Conclusion

Write once read many compliant storage enables enterprises to safeguard information in a method that no one can tamper with. This may occur with something as basic as a CD-R or with software-based cloud storage.

The size of the data typically influences the medium used. You can keep a few papers on physical media without issue. Petabytes of data need a strong in-house storage ecosystem or a cloud storage provider.

If you decide to use a cloud storage provider, be sure to inquire about the retention term choices and redundancies.

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