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Artificial Intelligence (AI)

Do Human Translators Have a Reason to Be Afraid of Advancing Technologies

Human Translators are rather than machine translators, human intelligence to convert over one method for directing things toward another.

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Be Afraid of Advancing Technologies

Concerns about how automation will change the world are well justified, but it’s a conversation we sometimes overly simplify.

There’s no doubt that machine learning and artificial intelligence is rapidly becoming more sophisticated, and it will reach a point where many of the jobs we take for granted today won’t exist in the years or decades to come.

We sometimes have a tendency to paint issues in broad strokes. Some jobs artificial intelligence is well equipped to handle, but some jobs are better left to humans.

As a species, we have long seen formal language as a unique component of humanity. The possibility of machines making translators obsolete isn’t just a vocational issue. It’s an existential one. The situation is fairly complex, but also one worth investigating more closely.

1. How Automation is Already Changing the WorkForce

The conversation around automation is dominating the business world, but it can impede recognizing how much the labor market has already changed and why the way we work has to change too.

It’s easy to forget how dramatically the internet has changed our world. The rise of cell phones alone would seem an impossibility to most people just a few decades ago.

Today, our lives are more interconnected than they’ve ever been, and we rely on automation and technology in almost every aspect of our daily life, not just work.

The spread of the personal computer and high-speed internet has made remote work the rule rather than the exception. We’re now able to reach practically anyone in the world from our bedroom or home office, and the notion of the traditional office is rapidly becoming obsolete.

But while these technological advances have made our lives significantly easier, they can also be scary. If technology can so easily disrupt long-standing notions of the office, surely it can fulfill our fundamental jobs.

2. Artificial Intelligence in Language Translation

There are many tasks where the role of automation is rather obvious. Vehicle assembly line jobs can benefit from having robots fulfilling the tasks. We have relegated these simple and monotonous jobs to specialized machinery.

There’s plenty of evidence that automating these processes result in safer and more effectively manufactured products.

Things get significantly more complicated when we talk about language. Human language is often as much an art as it is a science.

Idioms don’t always translate directly from one language to another, and a delicate touch is necessary to ensure that intent carries from one language to another.

3. How Machines Translate Language

That’s where Machine Translation comes in. MT is exactly what it sounds like: a means by which a computer system tries to translate from one language to another.

The most exciting developments are happening in the realm of Neural Machine Translation. NMT uses a neural network that learns from experiences – it replicates the same process a human might experience when trying to pick up a new language.

Machines Translate Language

This is a situation where repetition is important. Machines aren’t capable of contextualizing language in the same way we are, but they’re phenomenal at recognizing patterns of connectivity.

The more data you can feed to a neural network, the more sophisticated the understanding of the language it will develop.

A good neural network has plenty of data to draw from. A neural network will run millions of different translations, guessing the right answer based off of its prior experiences, comparing it against the right answer, and applying that knowledge to its existing data bank.

In reality, neural networks are applying mathematical formulas to language, codifying them in terms of raw numbers that the computer can understand.

4. The Tricky Nature of Tacit Knowledge

When we program computers for machine learning, we’re teaching them to crudely simulate the functions we perform when we think. Scientists are often finding themselves befuddled by how little we know about what we know.

How do you teach a computer the mix of balance, instinct, and learned experience that comes with riding a bike? These things are regarded by experts as “tacit knowledge”.

Consider all the cognitive functions you take for granted. Most humans can read a lot about the emotions and attitudes of their peers through body language alone. These are tasks we didn’t explicitly learn but picked up through years of human experience.

Similar is our ability to infer the meaning of phrases we might not know through context or pick up implied meaning through tone.

Tricky Nature of Tacit Knowledge

One of the greatest ironies of human existence is typified in what’s become known as Polyani’s Paradox. “We can know more than we can tell”. Even given how sophisticated machine learning has become, the ability of a computer to learn is still limited by what we can convey to the system.

And we’re discovering more and more that factors like emotional intelligence, social intelligence, and instinct still give humans an edge in terms of translation.

5. What Machines Can’t Do

If you’re involved in the translation field, you need not be concerned about machines taking your job away from you, at least not right away.

While machines are coming closer to something approaching human intelligence, our attempts at setting up NMT has helped us realize how complex our grasp of language really is.

A recent study from computational linguists has revealed that while machine learning has made some serious leaps and bounds to translate short fragments, it still stumbles with longer-form documents. It’s largely an issue of how these neural networks process information.

Typically, they treat each sentence in isolation, but that means that larger, contextualized meaning to a document is lost. Machines are great at providing us with a literal translation for a fragment of the text, but they’re much worse at applying meaning to that translation. It comes down to that argument of art vs. science.

For a neural network to learn, it needs a teacher. There’s a common phrase in data science: “Garbage in, garbage out”. A mind is only as good as the information it’s fed.

And that’s why we need and will continue to need linguists who can properly analyze language and feed it to machines so they can become more sophisticated with their translations.

What Machines Can’t Do

The complexity of neural networks means that while we can evaluate the quality of the results produced, we can’t know for sure the process that achieved those results. It gains the learning process after sorting through millions of data sets.

Artificial Intelligence often comes to incorrect conclusions, and we can never be sure why it reached those conclusions. That means that even as it becomes more advanced, we’ll need people available to double-check those results.

6. The Role of A.I. Looking Forward

Artificial Intelligence and machine learning can be incredibly powerful, and it will undoubtedly play an important role in language translation. But that role will be focused more on assisting human translators rather than replacing them.

NMT is still in its infancy, and we’re far from a point where we can rely on it to produce reliable results for anything longer than short sentences.

That will change with time, but machine learning is revealing to us the impressive complexity of human language. Translators shouldn’t have to worry about losing their jobs to machines soon, but they can expect to have much of the busy work they deal with to become automated in the years to come.

Helpful Resources:

1. 16 Best (free) AMP – (Accelerated Mobile Pages) WordPress Plugins

2. 16 Best Free SEO WordPress plugins for your Blogs & websites

3. Artificial Intelligence And Its Demands To The Programmers

4. The Future Of Furniture Shopping: Augmented Reality Apps

5. How Augmented Reality Will Change The Future Of Design Industry

Ashley Wilson is a digital nomad writing about business and tech. She has been known to reference Harry Potter quotes in casual conversation and enjoys baking homemade treats for her husband and their two felines, Lady and Gaga. You can get in touch with Ashley via Twitter.

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Artificial Intelligence (AI)

The Best Top 10 Discord Bots: 2022

Discord bots are required for a well-run Discord server. Bots for Discord may automate moderation chores and add music, polls, games, giveaways, and other features.

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The best top 10 discord bots

Discord bots allow you to interact with other server users while simultaneously moderating it. A discord bot may send server messages, direct messages to users, ban users, promote and demote users, and much more.

As a server owner, you may not always be available to monitor your server, but a bot can, and it can do it far more quickly.

Discord bots are required for a well-run Discord server. Bots for Discord may automate moderation chores and add music, polls, games, giveaways, and other features. A simple Google search for “Discord bots,” on the other hand, returns millions of results, which will take a long time to filter through.

Discord Bots: What Are They and How Do They Work?

Discord bots are artificial intelligence-powered programs that can help you automate Discord server tasks. They make building a fully engaged community much more accessible and may be used to control your server, welcome new members, or even ban those causing difficulties for the rest of the community.

Aside from regulating, Discord bots allow you and your users to share games, music, memes, and other entertaining, engaging, and delightful content.

Here is a good discord bot list that can enhance your experience, and matches your wish list and the expectations you keep from a good discord bot.

1. MEE6

MEE6 is a fantastic Discord bot for those time-consuming moderating tasks you don’t want to undertake. Outside links, spam, spoilers, and foul language are all transgressions that the bot can look for in your Discord server’s messages.

MEE6

You may mute, kick, or even permanently ban a user after a certain number of offenses within a specific time frame. This bot can also play music for your users and assign different levels of participation. Twitch and YouTube are also supported.

2. Chip

Chip is a free music bot on Discord. Allow users to listen to music from Twitch, Bandcamp, YouTube, Mixer, Vimeo, and SoundCloud on your Discord server. Chip also allows users to create playlists, shuffle, skip, move, rewind, loop, and show song lyrics, as well as shuffle, skip, move, rewind, and loop songs. Voice, treble, bass boost, and an equalizer, are all accessible audio controls provided by the bot.

3. Dank Member

Dank Member

If memes are your love language, Dank Member is the Discord bot for you. You’ll get bot instructions to help you add the perfect meme or build your memes. Dank Member also has a monetary system in which users may earn coins through gambling, stealing from other players, and other means. The money may be exchanged for entertaining products at the bot shop.

4. Hydra

Hydra is a music-streaming bot for Discord that lets your users listen to music from Bandcamp, Spotify, YouTube, Deezer, and Soundcloud. Like Chip, Hydra contains many audio features, such as looping, shifting, replaying, skipping, voting, and shuffling.

You may also look up song lyrics and other information. Hydra includes various unique features for administrators, including the ability to restrict specific users from using the bot, change the language, announce the current song, limit the number of times a song may be played, and more.

5. Groovy

Groovy is one of the most popular Discord bots for music. It enables members to play music by allowing them to upload files, access websites, or search for specific tunes. Like the other music-related Discord bots we’ve examined, Groovy lets you create a queue that you can use to skip tracks, shuffle, repeat, empty, and more. You may also look for song lyrics.

Groovy

6. Apollo

Apollo is a Discord scheduling bot that makes organizing and scheduling events and meetings a breeze. You may either delete the event post or schedule it to disappear at a specific time when the event is over. With this bot, you’ll be able to send messages to event attendees and set up repeating events.

7. Arcane

Arcane is a Discord bot that will most likely appeal to YouTube influencers. A leveling and moderating bot allow you to set XP and provide members incentives. You may utilize the auto-moderation capabilities to keep track of new and leaving members, prevent spam, block specific phrases, and mute, warn, kick, or ban users who disobey the rules on your server. YouTubers may also use it to receive notifications from YouTube when a new video is released on their Discord server.

Arcane

8. ProBot

ProBot is a multipurpose bot with welcome images, extensive logs, social commands, music, moderation, and more. You may add welcome messages automatically, track server rule violations, warn offenders, and even kick them out. ProBot is also multilingual, with 13 different languages supported.

9. GiveawayBot

A giveaway does wonders when it comes to getting your server members enthusiastic and engaged. GiveawayBot makes it simple to run a giveaway on your Discord server. You may use this Discord bot to automatically start a giveaway, select a winner, and stop the offer.

10. Tip. cc

Tip. Cc allows you to transfer over 127 different forms of cryptocurrencies as tips on Discord at no charge. It allows you to tip anyone, regardless of whether they have a cryptocurrency wallet, and you may tip numerous people simultaneously. Bitcoin, Ethereum, Tether, and a slew of other cryptocurrencies are all supported by Tip. Cc.

How to Activate a Bot on a Discord Server

It’s simple to add Discord bots to your server once you’ve decided on the ones you want. You may utilize the links or a bot list like the top: Gg or a simple Google search. After you’ve discovered the bot, click the Invite or Add option and select the server to which you’d want to add it. Discord bots can only be added to servers where you have admin or mod privileges. You should be able to utilize the bot immediately after it’s uploaded to your server.

Conclusion

Discord bots are an excellent method to boost your marketing, especially if you’re in a membership or subscription company. To keep your members engaged in your brand and what you have to offer, you’ll be able to build an engaging and exciting atmosphere for them.

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