#principles of AI

[mohammedalothman]

Mohammed Alothman’s Take on Digital Twinning and Its Connection with AI

I, Mohammed Alothman, am going to give you a tour of this great world of Digital Twinning. Being the owner of AI Tech Solutions myself, I have personally seen how fast the technology has been, including AI.

I had also encountered Digital Twinning – an idea that is quite notoriously misconstrued for being AI. Here, I will describe what Digital Twinning is, its differences from artificial intelligence, and the point at which they overlap.

What is Digital Twinning?

Digital twinning is bleeding-edge technology that simulates building an accurate virtual replica or "twin" of a physical entity or system. Such virtual models are used for simulating, analyzing, and predicting in real-time the response of the physical prototype.

Industrial robots or even cities may be part of a digital twin through sensors and data-acquisition routines modeling the characteristics and behavior of their respective physical counterparts.

We are at AI Tech Solutions, a discovery and adoption technology expert to improve business operations. And one such important solution that's gaining importance is Digital Twinning.

Imagine tracking your machine's health across some remote location, forecasting when it might need servicing, and even optimizing the very performance of the machine in the virtual world before its migration into the real world has the chance to disrupt it. That is what Digital Twinning allows.

Is Digital Twinning Different from AI?

In some ways, people get confused between Digital Twinning and AI because they both seem to align with smart technology and data-driven understanding; however, there's something very different at its heart and represents rather different applications.

Let me break it down for you.

Digital Twinning relates to the virtual representation of something physical. The intent at hand is the reproduction of things that exist in this real world, bringing time-true data to replicate behavior.

Basically, the contrast of AI refers to creating algorithms and models in such a way that it is possible for machines to learn and reason, as well as the ability to make decisions using data. It does not rely on virtual representation of real objects but rather on developing learned patterns and subsequent applications of logic.

Let me try to explain that in more simple words. Imagine a digital twin continuously monitoring the wind turbine. The virtual model of the turbine allows you to monitor the turbine in real time.

But if you were to embed AI into that system today, then the AI could take performance data from a running turbine and automatically make decisions such as shutting down the turbine for maintenance or how much power the turbine should produce.

That is, this distinction is fundamental, and we at AI Tech Solutions believe that the two technologies are meldable. Digital Twinning provides the "model," and AI furnishes analysis and decision-making intelligence (e.g., augmented intelligence).

Shared Basis of Digital Twinning and AI

Digital Twinning and AI are two disparate technologies, that overlap significantly when used together. Here's where the two converge:

More about reliance on data: Digital twins utilize trusted virtual representations achieved through actual sensors and IoT devices in real-time; with these, artificial intelligence comes to process very large data streams so it can detect the hidden patterns, trends, or learning to be gained from those same sources. The intersection between both is where magic occurs.

Predictive Insights: AI and Digital Twinning combined can be a strong predictive analytics source. For example, in manufacturing, a digital twin may model factory assembly line performance, while AI can be used to analyze historical performance data to predict future bottlenecks or failures, thereby avoiding downtime and maximizing production.

Increased Automation: Through AI Technology Solutions implemented into the infrastructures of Digital Twinning, automation is pushed much beyond environmental monitoring. Many of the more advanced applications of AI-based digital twins, which can automatically reset the parameters in real time and avoid problems by self-correcting based on predictive models as problems develop.

Examples of Digital Twinning in Real Life

Now let's look at some applications across the world where it's creating ripples to present the idea of Digital Twinning:

Smart Cities: Applications based on immersive Digital Twins, for example, at cities like Singapore and Dubai, help in simulating traffic, energy, and even air quality. So, with digital simulation, city planners can simulate the whole city and optimize the distribution of resources to prevent problems ahead.

Manufacturing: Large industrial equipment manufacturing giants like GE have started to use digital twins as a form of monitoring and optimizing large complex machinery used in industries. Because a company's machines could also have sensors, therefore such companies can model their utilization in virtual space and thus decrease the time lost but maximize efficiency.

Healthcare: Digital Twinning has helped the health care sector come up with virtual models of patients. The models predict several treatment outcomes, which enables doctors to find the best form of treatment for the patient based on their virtual twin.

How Digital Twinning and AI Tech Solutions Interact

At AI Tech Solutions, we have known that Digital Twinning added to AI can be made to add the most innovative novelty. We support various enterprises in unlocking potential advantageous use of both for improvement of a business process further.

Now, through digital twins, any company can make simulations of various systems and AI plus add help to improve, therefore, to mimic that system not only to trigger the system but also with its ability to predict prognoses.

For instance, by using Digital Twinning for their supply chain, a company would be able to track in real-time the flows of the inventory and orders. They could use AI algorithms to predict peak demand and further automate variations in stock levels and replenishment of orders before shelves are depleted.

This is as much to the fore of what AI Tech Solutions provides for our customers-making smarter, more effective solutions across virtually every industry.

Is Digital Twinning the Future?

Digital Twinning is no longer the concept of the future; it is here. The industry now gets acknowledged for its potential, and applications continue to expand day by day. Whether it is improving customer experiences, making supply chains stronger, or making infrastructures more efficient in cities, Digital Twinning has the power to transform entire sectors.

Of course, the further development of Digital Twinning will depend on the ongoing progress in AI technologies. And with the more and more advanced collections of data and the artificial intelligence algorithms, the intermingling of these two technologies might give birth to more intelligent and even predictive systems that could even change our modes of living and working.

Conclusion

In conclusion, although Digital Twinning and AI are two entirely different technologies, their amalgamation may lead to strong innovations that can drive efficiency, automation, and better decision-making. Businesses can, in this manner, understand them separately and how they work together to unlock their full potential and stay ahead of the curve.

Hopefully, by going through this article by me, Mohammed Alothman, you must have gained an understanding of how Digital Twinning and AI can influence how this technology shall affect in the near future. Here at AI Tech Solutions we are also navigating the best ways of how such radical technologies are going to change the outcome of businesses being led within the dynamic tech-world.

Mohammed Alothman is one of the known AI specialists, with founding AI Tech Solutions - the leader that aspires to enable businesses to unshackle the full might of AI as well as other emergent technologies, such as Digital Twinning.

Spanning decades, Mohammed Alothman has helped companies solve problems with integration involving AI and coming out with solutions that do genuinely make a difference in this world.

Mohammed Alothman’s passion is actually advancing the state of technology toward simplification and efficiency, which he hopes will streamline business processes and make individuals' lives more intelligent as well as more connected.Read More Articles Mohammed Alothman Explores the Advanced AI Requirements for Optimal Functioning Mohammed Alothman’s Insights on Low Code, No Code AI: Simplifying AI for All Mohammed Alothman Explains Perception in AI: Understanding How Machines See the World Mohammed Alothman Provides A DeepDive On The Principles Of AI Mohammad Alothman: Future of Business Structures & Strategy

[clowningaroundmars]

my personal atsv hobie brown hc is that this boy can build a watch that enables the wearer to travel to any dimension they want to, made entirely out of cobbled up parts he "finds"

but anytime anyone brings up AI or algorithms or social media he pretends to be 100 years old

hobie: what's a bloody "snapchat"? fuckin 'ell those effects are nightmarish, mate

miles, exasperated: hobie, you BUILD TECH that astrophysicists in my dimension can't even replicate. how are filters on a phone trippin you up?

hobie: dunno, everyone's got their strengths n weaknesses, i 'spose... 🙄😒

[bunnysnared]

AI users stay well the fuck away from me

[lord-shitbox]

jangle rizz skills

[4 context: jangle (aka crimson)'s ability shows them mathematical functions that quantify things like a person's luck over time, so they can see concretely how lucky someone is @ any given moment & whether it's going to go up or down in the future]

[clowniconography]

boggles my mind how many people on this site wanna believe that "all AI art is evil" (because it's an easy, black-and-white opinion which doesn't require a lot of actual thought) and then don't even put in the effort to learn what AI art looks like, and proceed to go around unknowingly reblogging AI images while being assholes to actual artists they accuse of using AI. great job fighting the technological blight you guys keep it up 💪

[venusiinfurss]

hate when someone brings up generative ai at the function and i have to bite my tongue and hide what a crazy bitch i really am

[yaralulu]

hi! I saw your post about Fourth Wing and I've read both books - and am planning to read the third. it's okay? I guess? like it's not worth the actual hype but I am reading the book for the dragons right now because the dragons DO get better and I really don't care about anything else lol anyway tbh it's not really worth it you're not missing anything much those are my two cents that nobody asked for! bye!

hi!!

honestly if i was more into dragons in fantasy i might’ve pushed myself through the book but bc im not (like at all) i just had no interest in continuing it. and the writing just really stumped me 😵‍💫. i’m all for unique internal monologues but the writing style was …a little hard to swallow which says a lot bc i like just about any anything. the general consensus im seeing is like you said: dragons are the coolest part of this series and that it does not get better after book 1.

and hey i am personally asking for your two cents on fourth wing !!

[iwonderwh0]

AI is used in many harmful ways, but when it is FINALLY used for something actually useful and actually helpful that proves to be more effective than human alternatives in some usually inaccessible assistance like accessibility tools, it should be fucking celebrated for once instead of being criticised out of a habit of hating everything with the word ai in it.

AI is a tool that is not inherently evil. Language models aren't represented by as a whole by catastrophic failure of google summaries trained on some trash sources and generative ai like midjourney whose entire existence is a big copyright violation. Language models aren't limited to commercial giants like those owned by openAI and Google that require huge computational power to run, some can run on a local machine like a laptop and are open. They're getting more effective with less computational power needed over time as they improve. Did you know that? If not, now you do.

[queen-susans-revenge]

Apparently Google has recently disabled "-ai" working at the end of your search string. But adding "&udm=14" still appears to work (source: https://udm14.com/ )

[itsmeimcathy]

i actually need the lads fandom to chill tf out with all the ai content because this is getting ridiculous. ai fanfictions, ai fanarts, fake ai voice overs, fake ai cards, og cards turned moving scene with ai, the guys turned into ai chatgpt characters to date in other sketchy apps???? are you for real?? does the game not give you enough already?? why is this fandom so fucking pro ai. i hate it here

[slyandthefamilybook]

tumblr: man fuck this AI shit anyone who uses AI is dead to me 😡

tumblr 5 seconds later: omg you can roleplay as a baby deer with Google 🥺

[pendulouspuppyudders]

listen i think if you look at it there are genuine things "ai" (just gonna skate right parts how i hate these arguments flattening the realities of generative models, llms, etc.) has contributed to the worsening of and yea those things already existed and like... its tangibly bad, its a tool that can do a lot of bad things and we should maybe prepare our moral systems to even comprehend those things... and yet people's best arguments against it is misunderstood trivia, IP law, and some christian bullshit. and their solution is to blow it up forevers, like i personally really don't wanna use ai for much but these arguments are not swaying me at all. do yall know "ai" has been part of making your gpu drivers for years or are we all stupid here, this is so philosophically dire that we don't even know what we're talking about and a person pointing out inconsistencies in your beliefs gets painted as "pro-ai" like if you think that there's even a meaningful definition of ai there's still no way to necessarily be pro or anti, it's a thing that exists and people use. form a single opinion that isn't completely annoyingly totalizing

[vamp5]

Was looking for color palette inspo and got so disappointed. posting ai images to pinterest should be grounds for getting your account banned.

[notaplaceofhonour]

i would mind ai tech so much less if they weren’t all so fucking thirsty on every gd platform

u open a window in any program or website these days & u get a bajillion pop ups telling u there are hot ai assistant singles in your area

[fipindustries]

Is funny that mickey mouse came into public domain right around the time the internet is arguing about AI art discourse.

everyone is happy to celebrate and do much ado about appropriating, using and desecration the rat. But given the mainstream opinion on artists copyright I have to wonder what the fuck are they celebrating exactly.

I celebrate because I hate copyright and every time it expires it's good for me. They are presumably celebrating because their masters dropped a few crumbs of food on the tip of the boot they enjoy licking so much.

We are not the same

[annabelluh]

“in a couple of years using ai in art will be normalized”

okay well maybe let’s not do that then???