Can ChatGPT Program Your CNC Machines?
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- Опубликовано: 30 июн 2024
- ChatGPTs, or chat-based generative pre-trained transformers, are a type of artificial intelligence that can be used in the field of gcode and machining for a variety of applications. In particular, chatGPTs are particularly useful for CNC (computer numerical control) and CAM (computer-aided manufacturing) applications, as they can help to automate and streamline the process of creating gcode and other machining instructions.
One of the key benefits of using chatGPTs in gcode and machining is that they can help to reduce the time and effort required to generate complex instructions. This is because chatGPTs are trained on a large dataset of machining instructions and can quickly generate accurate and detailed gcode and other instructions based on input from the user. This can be especially useful in CNC and CAM applications, where time is of the essence and accurate instructions are critical to the success of the machining process.
Another benefit of chatGPTs is that they can help to improve the accuracy and precision of machining instructions. This is because chatGPTs are able to analyze and interpret complex machining data and generate instructions that are tailored to the specific needs of the machining process. This can help to reduce the risk of errors and improve the overall quality of the finished product.
In addition to their use in gcode and machining, chatGPTs can also be used in other areas of manufacturing and production. For example, chatGPTs can be used to generate instructions for 3D printing or to assist with the design and development of new products. Overall, chatGPTs are a powerful tool that can help to streamline and improve the efficiency of manufacturing processes, ultimately leading to cost savings and improved quality.
And the most amazing part...ChatGPT wrote all the text for this.
0:00 What is ChatGPT, OpenAI, DALL-E
1:01 ChatGPT for answering questions
2:20 Using ChatGPT to create G-Code
5:37 Using ChatGPT to create MacroB programs
6:50 Using ChatGPT to create a VBA program for Excel
7:55 The future of OpenAI, Point-E
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It's worth keeping in mind that we're at the very infancy of this type of technology. If you'd asked a logistics expert if they would use heavier than air machines to deliver packages on December 20th, 1903, the answer would be absolutely not, they are unreliable, too slow and have absolutely no usable range. If you had asked them what they think the role of these machines would be 15 years down the road, it is unlikely they would answer "delivering mail", even though that first happened on May 15, 1918.
lmao.
FR
And if you asked someone in 1955 if we would have flying cars by the year 2000 they would have probably said yes.
The fact that it can do anything AT ALL with gcode is amazing. We are just getting started.
I don’t think people fully comprehend how much of a game changer this is….this could be the next generation of Conversational controls.
Thank you, that was really helpful. Well explained.
I've been using it make basic macros in PowerMill to automate toolpath naming. The syntax chatgpt outputs is wrong but the logic is correct and I can use the overall instructions to write the program accurately. It's like a cheat sheet.
Awesome!
Even in its 'infancy', this is a really useful tool.
Imagine this tecnology in 10 years..
Its litlle scary , dont yuo think?
@@noway8233 in 10 years *Chat-GPT* begins to learn at a geometric rate. It becomes self-aware at 2:14 a.m. Eastern time, August 29th. In a panic, they try to pull the plug."
You've been watching too many sci-fi movies.
no you@@pipedrmmr
Nice video! I tried to write some basic Mastercam post modifications with it, but of course it didn’t know much about the language. With the paid API, I believe it could be possible to tech it enough about the subject. Would be a great learning tool although there are probably less than couple of hundred people writing them.
this is clearly revolutionary and there is great potential for it as it is for neural networks AI in general, I’ m just surprised it can understand so easily that it is asked to do and formulates an appropriate answer most of the time
I’ve been playing with it all day. So far, I’ve gotten it to generate nearly usable Fanuc macro b code for a helical interpolation.
now imagine if Fusion 360 / Mastercam implements a feature that uses this in a conversational style of programming.
Mind blowing.
This will make its way over to multi-axis machining.
I hope both have already started working on implementing AI!
A CAM package that can generate optimized toolpaths automatically will be highly valuable. Even if it only gets you 90% of the way there and you have to give it some helpers.
Be careful what you ask for...
I’d expect it to be by 2025 Bare minimum
@@danarrington2224 what? Why? This is how we utilize the data we’ve been collecting for 30 years
You always have the best videos I'm always learning something new.
I've been thinking about whether it can be used in this field for weeks!
Use the power to type your work holding for a workpart. Visualyze the clamps positions less tim than it take to go get the right clamps in your hands.
Absolutely!
I used it to generate g-code for 3d printing its awesome
It wrote me an awesome script for adobe illustrator. I laid out parameters and it took a little back and forth but its actually a semi complex script.
It's entirely possible someone develops an AI solely for CNC programming...feeding it information like metallurgy theory, manufacturer's tooling recommendations, existing CNC programs, and everything else a human learns throughout their career could yield a very powerful tool to be able to at the very least optimize CNC programs for specific situations/materials/machines/tooling...if it gets to the point where you can give it a solid model or a blueprint and it writes a program specifically for your machine using your preferred tooling, it could benefit the industry a LOT with optimizing tooling life, cycle times, part finishes, reducing scrap rates, etc...I think we're a long way from that, but it's a definite possibility if someone were to put the effort into focusing on that...
The comments prove denial ain't a river in Egypt.
This is fantastic! I'm wondering if the ai will globally learn from the corrections and suggestions you've made.
I think that is their goal of releasing this to the public, more training for the ai. The queries are actually quite expensive, if you were to compare to the cost of a google search, so they are definitely not providing free access to these tools out of pure kindness.
It will be interesting to give it the same question in a month and see if it is different.
ChatGPT is a closed system, it is not connected to information globally. The information "set" is a known quantity so the developers can see the growth of skills of the chatbot and make adjustments when it goes down the wrong path.
I expect anything you enter will be used for future training models. So, not this model (it doesn't learn past an individual session, as far as I know), and not the next model that has already been trained and is in a testing phase right now. But, probably the one after that. I've read the training depth is doubling every 3 months now, on average. I've also read the next model, due for release in about a month, is an order of magnitude (x10) what Chat-GPT is. No word on if they will actually release it for public (free) use though.
The trajectory is clear though... won't be that long before you look at a model and say "Computer, make it look faster." The G-code it generates will probably make machinists sweat... wondering what it's going to do to their machines.
Oh, and training the models takes a crazy amount of computing power, like $millions worth. The trained models are a lot less resource intensive to use.
@@ThunderAppeal So, did you use Chat-GPT to come up with that insult? Sorry AI is making you redundant. Maybe you should try growing up.
@@ThunderAppeal Is there a point to your comment?
What makes AI so great is we no longer have to waste endless hours of our lives learning some proprietary process to do things. Whether gcode or python matters not. If you can explain what you want well then the AI can do all the minutia work for you. I just had chatGPT write a Python app and it turned out better than I could have done.
I'm a PhD student who explicitly studies using AI techniques for generating better toolpaths, but even I recognize I likely won't completely replace machinists from the workshop floor. Regardless of what the hype men tell at some startups, the tech just isn't there.
Furthermore, my methods are VASTLY different from ChatGPT, as one cannot generate guarantees on correctness using ChatGPT.
Interesting! If not already, I'm sure several CAD/CAM companies will be knocking on your door after your services!
I have many questions, too many to put in a youtube comment lol.
@CamInstructor I've unfortunately only got one company to show interest, but they wanted me to go in a different direction than my desired research goals (i.e. analytics of part blue prints rather than path generation). It also doesn't help that my primary education is in compute science and not mechanical/materials engineering, so a lot of folks don't want to take a chance on me.
If you're interested, I would love to chat with you about this topic virtually sometime. I recently proved that my method works on toy examples, so now I'm trying to network and learn as much as possible about manufacturing processes in preparation for a real example.
@@herpderp728 mechatronic student here, with 3 years of experience in cnc manufacturing, am also very interested in IA for manufacturing, maybe we could talk
@@apolo7075 for sure my dude. how do you want to get in contact?
@@herpderp728 You have any web links I can look at?
The issue is not GPT being poorly trained in "gcode", the issue is GPT fundamentally isn't trained in a 3D space. I'm sure it will be soon, and then things will get wild.
there is now an extension in the chromstore called web chatgpt that allows chatgpt to search the internet ive noticed a massive increase in the accuracy of answers
This stuff moves fast!
Would it be difficult to use the model created in the text and make it by machining?
Google has an AI that can make a whole product from start to finish - yes it generates a CAD model and even generates g-code for the CNC mill to mill out the necessary molds and etc. They had it for quite a while.
Google DreamFusion? I'm not aware of it creating gcode, though I've not used it.
@@CamInstructor Dreamfusion? Wtf? How did you arrive at that conclusion?
@@chronokoks It's the only thing I see related to Google and 3D models. If you can point me to what you're talking about, would love to look into it.
@@CamInstructor It's a much older approach google did long time ago - they had a video about it here on youtube but i'm unsure if I can find it. It's not related to any of the newer diffusion/GAN algorhitms.
@@ThunderAppeal Many projects get scraped. Many projects go radio silent when they suddenly pop up (like Imagen) It didn't look like crap at all. I'm pretty sure they're still working on it.
I got it to convert some code to a parametric fanuc macro b program, havent tested it yet
I've been hit and miss with code so far. But even with some of the code that's missed, it has gotten a lot right so it makes editing easy and way less time than it would have been creating from scratch.
Mazak has had conversation programming since 1980. For about 7 years it has AI built in. But this still can't replace the machinist.
What is the AI doing for Mazaks conversational programming?
@@CamInstructorIt requires the Print to be loaded in. And just like Gibs Cam it writes the program for you.
When I can upload the 3D file and it generates the most optimized code, then we have something. Or does this exist now? I only 3D print from my created 3D cad files.
Depending on the part, it kind of exists now. But of course, there is no software that could make the perfect program on any part imaginable. I think what we'll see first is AI that can handle a lot of the mundane stuff, leaving the machinists more time to deal with the complex.
I wonder which connection between AI and CAM applications?
Computers will continue to get smarter, but the guy that knows the feed rates and speeds for various tools will never disappear from the picture. He may have new software to play with, but until ai is so good it can do everything including properly mount the work piece to s holder they will still have a job. Pretty cool but its more of a toy for now. If I could give it a cad file and tell it what tools I have and it tells me how to mount it and knows all the feed rates it would be pretty awesome but I don't think it will get there anytime soon
Agreed, we are a ways off from machinists being jobless. This will just be another tool in the box to make us more efficient.
You seem to have made a tiny error which I fixed for you. "Computers will continue to get smarter, therefore the guy that knows the feed rates and speeds for various tools will eventually disappear from the picture."
I thought it is self learning? If I use it now, will it have factored in all the corrections you have made of will it understand at the level of where it started with you? i.e. Learned nothing?
Very interesting
What this will be able to do in 1, 2, 3 years will be extremely interesting!
do macro programming for mastercam with chatGPT :)
Ai and robots will take over CNC programming/ operating jobs in the future.
I asked it to convert G73 cycle for mach3 turn(G73 in turn mode no supported) to detailed Gcode, and it's was very painful experience for both of us :)
That's crazy :D
Can't wait to see what's next!
Should do an update with ChatGPT4!
Something I’ve found is that ChatGPT can do code structure to a reasonable extent, but is bad at the actual functionality.
e.g. attempting to generate:
- a 2d image of a specific flag in SVG - got the basic flag outline & some shapes present in flag asked for,but overall, very wrong in the output
- code to generate an STL file for CAD/CAM of an n-sided regular polygon - generated very plausible ode (runnable with a few tweaks) but the geometry in the output was a complete fail - some versions were shapes on a 2d plane, others no valid geometry was rendered(but the STL files were valid
Haven’t tried point-E yet
If it knows several programming languages and knows g code I would say that's alot that's huge this thing could make its own programs and make itself loose into the net just saying
I'm a person who handles automatic milling.
It's a great program if you really give me the cnc data.
The factory will have to measure and inspect the product with human eyes anyway.
This is a feild that requires a bit of "rain man" factor
lol. It is getting complex!
Yes, I think that AI will take over all the "programming". As its owner lets it use the internet and AI starts to learn by itself, it will then use 3D-models of machine and tools and then choose the best suited tools, speeds, feeds, fastenings and so on. With laser it will verify that the blank is in it's place and then, "buckle up".
Real time scanning will prevent crashes because of communication with the program, no human who needs to push the "big red button".
The operator will check that the right tool is in the right place and take care that the machine is loaded/unloaded and cleaned. It will probably become like computers: you tell what you want, have no idea of how the computer does it and then get the result.
One/off and special parts will still be made by humans but serial work will be done by AI. AI will check globally for best way to make parts, there will be no way to say "This has to be done like this..." in order to convince a customer. The customers will demand more and more which will lead to the result that only the ones using newest methods will survive. AI don't eat, AI don't sleap, AI just produce...
I will feed it gcode and see if it can understand or optimize ..
this is what I need 5 axis
4 years ago guy came to buy a CNC machine.
I was explaining to him how to use Artcam, after 30min (he tell that he like my machine but Software is bad he would like to buy my machine but he wants to control it whit voice not by mouse and keyboard he tells me that he can remember all buttons I push so when it out by voice he tells me to contact me)
I am a machinist and programmer and I love messing with this
I tried chatgpt with my laser engraver, it put out the g code but engraved something interesting
here I asked ChatGPT a question
Q: give the top 10 reasons how can ai be bad for society?
A: There are a number of ways in which artificial intelligence (AI) could potentially have negative impacts on society. Here are ten potential negative consequences of AI:
Job displacement: AI has the potential to automate certain tasks and processes, which could lead to job displacement in some industries. This could result in widespread unemployment and economic disruption.
Ethical concerns: There are many ethical concerns surrounding the use of AI, including issues related to privacy, bias, and the potential for AI to be used for harmful purposes, such as surveillance or propaganda.
Economic inequality: The adoption of AI could lead to further economic inequality, as those with access to AI technologies and skills may benefit more than those who do not.
Concentration of power: AI systems are often developed and controlled by a small number of large companies or organizations, which could lead to a concentration of power in the hands of a few.
Security risks: AI systems can be vulnerable to cyber attacks and other security risks, which could have serious consequences for individuals and society as a whole.
Misuse of AI: AI systems can be misused by individuals or organizations with malicious intent, such as through the spread of misinformation or the use of AI for nefarious purposes.
Lack of transparency: AI systems can be difficult to understand and interpret, which can make it difficult for individuals to understand how they work and how decisions are being made.
Loss of control: The adoption of AI could lead to a loss of control over certain processes and decision-making, as AI systems may be able to operate autonomously.
Negative social impacts: The use of AI could have negative social impacts, such as the erosion of social norms and values or the displacement of human workers.
Dependence on technology: The increasing reliance on AI could lead to a dependence on technology, which could have unintended consequences if the technology fails or is misused.
Overall, there are many potential negative consequences of AI, and it is important for society to carefully consider these risks and take steps to mitigate them as AI becomes more prevalent.
Would AI tell you all the risks and chance having itself deactivated? :P
@@CamInstructor no... and deactivating it would be like turning off all internet connections worldwide, not going to happen
Heck, why not ask it for a hundred reasons? Or 1000? Get a life.
But it's actually pretty good at svg and convert it to g code is easy
Its just getting that gcode to be what the machinist wants, and we know every machinist wants something different lol
after watching an interview with the project lead of GPT, it turns out it it actually is browsing the internet. It's trained on 'the entirety of the internet' and it just a 'what's the next word' predictive model. So it's just repeating contextually what it has found on the internet. It is a search engine pretending to be a person.
In the end, Automation, 3D Printing and AI are going to return a lot of the Machinist Trade back to a smaller number of Manual Machinists who do very specialized work. There will always be a need for the Manual Machinist in on site Industrial Repair and other niche industries, science labs etc., (Think the Antarctica lab which is an all manual shop, or parts of the NASA Jet Propulsion Lab which remain Manual).
The people who counted out Manual as being displaced by CNC may well find out it was the CNC Operator world that was eliminated after all.
Do you have sources to the things you wrote? I checked out the NASA Jet Propulsion Lab in a virtual tour on their website to see their machine shop. I mean they have some Hardinge manual lathe's but I saw a lot of CNC as well. And I could not find anything about the Antarctica lab. What you wrote makes sense but you seem too sure of manual machinists remaining.
3D printing is NOT a replacement for machining. It's been around for 40 + years now and still has all of the same issues that it did in it's infancy.
@@brandons9138 of course it isn’t a replacement, but I’m already using it to do things I used to have to machine out
@@MaineMachinist No sources?
@@MaineMachinist Machining won't be going back to manual machines any time soon. They still have a place, but they can't hold a candle to the speed and rigidity of a modern CNC machine. Imagine trying to cut titanium efficiently on a Bridgeport. Good luck with that. There are some use cases where more automation will make in roads in the industry, but the vast majority of shops are high mix job shops. That type of work does not lend itself easily to automation.
inverse kinematics is always better toolpathing. especially for systems that aren't normal. I rather have an AI built on motor neuron simulation controlling the bot than one made to talk via imprecise LLMs writing gcode.
Until this can interpret a drawing with GD&T, select tooling, and identify order of operations....
Safe to say this will be only as useful as a conversational GUI, and those of us who make real parts for a living have job security for a long time. It's more than just writing a code.
Yes, absolutely. With any automation, the low hanging fruit will get hit first. I see this as an opportunity for machinists. They can focus their time on the complex instead of the mundane, similar to what NC and CNC did.
Your problem is using the term "this" in regards to ChatGPT. This Ai is not, industry specific, it is open with billions of diverse data to test and see how the program learns. Just think if they created an industry specific Ai for cnc/milling/3d printing/casting manufacture with a database to all the projects you can give it, ALL the data. It will very quickly see the patterns of success and failure points and adjust accordingly. In the end you will be able to give basic data and a crude napkin rendering scanned in and the Ai will fill in all the blanks even asking questions about information you forgot to think about. I'm talking the institutional knowledge that has been lost over the years will be rediscovered by Ai. Design and manufacturing is about to change at lightning speed.
@@bayareaartist999 finally, someone who gets it. It's sad seeing all these clever machinists not realising that all this data they've built up in their brains is just data and the AI will pull from hundreds of thousands of machinists minds complex information everytime it solves a request. If you're a machinist reading this and you don't believe me look at what AI has already done to the legal industry, humans with huge amounts of knowledge built up over a lifetime replaced by AI with access to vast amounts of law literature. Now remember that this AI technology is on an exponential curve, it won't just get a bit better it'll double and double and double faster than you can imagine.
If chatGPT gets better and better over time, would it mean we won't have to use CAM softwares anymore? :P
Ha, maybe! Should make the software pretty interesting in the mean time too.
Apply moore's law to ChatGPT, every 18 months it's "abilities" will double. "use" software? wait till these programs start coming up with super efficient software of their own. The question isn't whether "you" will use the software. The "question" is will "you" be needed at all?
@@bayareaartist999 If we get to the point of Star Trek replicators, would we need to work? Everything we need would be provided to us with no labor input
@@bayareaartist999 It sounds terrifying tho.
Just throw the model in the machine.
Dall-e is way behind Midjourney for txt to image...
We all know how this is going to go in the future. No one is loosing their job over this - we all just get bigger workloads since you can achieve more in a giving time frame and the shareholders enjoy the profits.
People said the same thing about automation and robots, and you know that's false. It's really tiring how every time a new tool is invented that improves our lives and increases productivity, people have to go off on conspiracy theory bullcrap about it. Progress bad, inefficiency good
@@hedgeearthridge6807 Bro did you even read what I wrote? Are you mentally challenged?
robots and automation also didn't kick people out of their jobs. A machinist simply nowadays attends 4 CNC machines at the same time while in the past the guy worked a manual mill the entire shift making one part. It's the throughput that increases, not the amount of workers that decrease.
Would it not be better to have it use APT instead of GCode? That way you can post it to something useful.
whenever it ChatGPT stops simply type CONTINUE
when I try this it says it cant write any software or programs
I just tried 'create a gcode program to drill a hole' and it created some gcode.
machinist for 37 years, made many parts that couldn't be made cnc, never get rid of "REAL MACHINIST"!
What kind of part can be made by hand but not with CNC, other than parts only achievable by 3D printing?
I'm curious did you work black projects for the skunk ?
I also agree, skilled manual machinist kick the crap out of cnc. Unfortunately, if a skilled manual machinist mind was integrated into a language model, along with the rest of human skill, we'd all be out of work. I believe that we were realistically all out of work since the beginning of time as we know it.
@@hyperion112 Wear and tear on tools is a good example of how manual machinist excel in relation to CNC. Proper tolerances often come down to grinding. CNC can give machinist a good head start on manufacturing units that require tight tolerances.
@@jorge2004 It might come as a surprise, but alot of projects from the Skunk were pretty junky. The A12 leaked fuel everywhere, so did the blackbird.
Vag???😂he said Vag 😂😂so again Im just going to be Vag. 😂lmao
Yes because it can't go to internet. it can't just do G-code just by saying "Greate g-code of Gerardi standart mill vise." Or something similar like from some allready exixting 3d model.
unless code for CNC machines is in the training data set, the answer is no....
Introducing AI to automated machining processes. What could possibly go wrong?
Skynet 🤔
it can do every programming language on the internet fyi - that list must of been from a likely pattern
I figured there must be more, I just asked it the question and that was the reply. Since Gcode wasn't even on that list, I guess there would be more there were left off as well. Quite amazing what its able to do!
@@CamInstructor it just takes pieces of gcode from the internet that matches that description and finds the most likely characters in that pattern.
@@hypocritical7379 It does not have internet access though...so its magic!
@@CamInstructor it has access to 45 tbs of the internet. From BEFORE 2021
@@hypocritical7379 Oh ok, ya you're right there. No real time access now but prior to 2021 it was probably gobbling everything it was fed.
programming jobs are about to take a hit.
It's a low level interface that people don't need that much training with. The difficult part is getting the speeds and feeds correct which can take a few years of engineering experience. If you or it gets it wrong then that's £100k up in smoke.
Bummer. Ive got a Dawoo Puma 200 MS twin spindle lathe with a space saver bar feeder and chip conveyor.....and I don't know how to make the darn thingies go round. Lol
If it could take a hand drawn print and turn it into Code, that would change my life!
I prefer starting G code programming from scratch. Starting with something that is 95% correct is more time consuming.
Brave new world.
Could be great at handling all the mundane stuff for us!
Is it just me or are you calling Master-cam, mash cam ?
Its just you.
Now only thing we need is the Musk`s neuro chip in head, directly connected to phone an ChatGPT API...offcourse would be nice to get info back in head and not on the screen. ... and you become a god.
Ya better have someone who sets is up the machines/material juuust right.
The robots will do it while we all sit back and sip our coffee....right? lol
@@CamInstructor I don’t think the coffee is quite there yet. Plus the robot that makes the coffee may need diapers.
We will get to a point were you simply upload the drawing and tell the machine to go. Kinda scary IMO.
its actually crazier than that you could just explain the part you need with normal words and it will make it
Haha and people keep saying ima be replaced by this lmao. In 5 to 10 years if WW3 hasnt broken out yet you best believe ima still have a job programming my cnc’s haha. Shoot i hope this technology gets better just to make it easier for me. Aint no ai gonna replace a machinist get some!
You are absolutely right on that, machinists will never be replaced. We'll just have tools that make us more productive, just like CNCs did, just like CAD/CAM did, just like better tooling did, and just like AI is going to do.
ChatGPT just isn’t the right AI to learn this process. The way to go about this is much different and very likely is already being researched by large manufacturers.
@@CamInstructor yeah machining is an industry where we will be more at home anyways because we basically are cyborgs, fuckin wake up smelling like coolant
@@dominicmarazita6846 True. This is the only tool I have to play with though. Maybe Mastercam or Sandvik or one of the machine builders will release something for us to play with!
@@dominicmarazita6846 Nvidia is already using AI to design their chips... Yes. These morons do not understand that 5 years in the real world is 50 years in silicon valley.... About one month ago I said that source generation is underwhelming. Now ChatGPT makes GPT 3 look like a silly chat bot... The break through will when we can train them ourselves. It is impossible for OpenAI to do everything nor is it natural for AI being this static ahead-of-time training model. Stable Diffusion can already be custom trained to an extent...
Most cncs are running with a windows 98 or 2002 Os. Horrible idea 😂
"your jobs are still safe." Blinks, and yeah not so much. Everyone in all jobs need to read love on the dole and another good read; hard times. Because Ai is coming for your job. And if you read up on ChatGPT you will see that they limited the information to 25% of what it's predecessor had access to but yet ChatGPT is learning at an exponential rate.
Crazy to think how fast this stuff can learn and adapt.
"yet ChatGPT is learning at an exponential rate.".... that is the science fiction view of AI. In reality, AI learns from the training Dataset. It doesn't learn from interacting with users or from experience. The only way to expand what "it" knows is to expand the training dataset or change the network structure where the intelligent agent can extract more knowledge from the existing dataset. Its not autonomous, nor sentient.
@@lakeguy65616 I misspoke as what I meant to say was that the field of Ai was growing at an exponential rate.
@@lakeguy65616 and on another point, ChatGTP-4 is on the horizon. Do you think ability growth will be incremental or leaps of abilities? It's leaps...
@@bayareaartist999 I'm not agreeing or disagreeing with your points except when you claimed that "ChatGPT is learning at an exponential rate." To the unlearned, that implies something that is not true.
To my knowledge (with exception of reinforcement learning), machines are incapable of learning on their own. Once the agent/model is trained, it will never expand its knowledge or intelligence until it is retrained on additional data. That may be in the future but it's not here yet.
No
مللت ..تبا الكثير من الدعاية لهذا الشات ...المال يشتري كل شيء
funny thing is... you just taught the AI
No, it cannot.
Please concentrate on engineers making good drawings, then maybe
,...who out there wants something that does the creative part of life for you,...any takers? All this is nothing more than a downgrade for the human mind,...life where every day is a weekend,...how exciting
no cad will work without dimension not a fair test?????????????????
G code written by hand vs Gcode posted. No question the post is spaghetti and 100x longer than the hand written. Yet the results are the same....well except the post will cut alot more air. Chatgpt will be no different. Slow cycle times. Long useless code for no reason. As people get lazier, they get replaced. By inferior objects.