Sam: Gives the vaguest description to the AI for what he wants AI: Gives vague model Sam: "The AI doesn't really know what I want"

@SamMeechWard

Ай бұрын

Turns out it was just a skill issue

@jaimitojoe7747

Ай бұрын

@@SamMeechWard I call them user bugs.

@Imscottirl

Ай бұрын

PEBKAC

@wendellhatcher7011

Ай бұрын

Thankyou 😂😂😂😂 I said the samething like what the hell..

@Kryoxys

Ай бұрын

This 100%. The more descriptive you are, the better the results. LLM is going to be as good as its understanding of the task, if you give it basic input you'll get basic output.

Great f'n video. Kinda enlightened me on using the AI tools I use on a daily basis more efficiently... Cheers Sam!

Great demonstration of how to effectively use AI tools. Thanks for sharing!

Thanks for sharing like this Sam... ngl - I often get suspicious of motivations when content creators disclose a companies involvement... but this was super compelling.

@SamMeechWard

Ай бұрын

Thank you. I honestly thought the video would end on the low note in the middle. But watching it make that flow chart for me changed my view completely

My take on this is that LLM powered tools work far better as collaborative tools than automation tools. You don't want them to do stuff for you, you want them to work with you to automate and search in the small and you provide immediate and continuous feedback to direct the process. It will get things wrong, it will guess wrong. If you stay in and close to the generation though, it's like having a bunch of high school aged interns at your disposal.

@jomoho3919

Ай бұрын

Exactly right. Highly motivated and slightly stupid interns.

Really been enjoying your content Sam. Your tweet regarding this is brilliantly summed. We do the critical thinking and decision making and LLMs do the mundane tasks. Couldn’t agree more.

@SamMeechWard

Ай бұрын

Thanks for watching my content, I appreciate the comments too. Let me know if you end up using these tools and find out something interesting that I missed

Nice video Sam! This has changed the way I think about using AI tools. This tool itself seems pretty neat. That default of string for primary key is kinda horrifying though lol

@SamMeechWard

Ай бұрын

Depends on the db, it didn't know I wanted a relational database with an auto incrementing integer 🤷‍♀️

woah! super lucky the algorithm gave me this video...just started making some state machines for my game and was having trouble coming up with the flow chart...this tool made it wasy easier.

This will be a banger for students that are working on their thesis 😄

This video was so good that just saying that is an understatement!

Nice! Pretty soon, that's all we'll do - put in requirements, and facts. The machine will generate the software, tests, and all the rest of it.

Earned a sub! More GPT tools please! 👌👌

Amazing stuff!

Exactly my vibe. Does it get the schema and datatypes,.. correct? If you’re going off pen and paper or a document.

I think we're going a bit off the rails if we got people designing their infrastructure with DiagramGPT.

@progamer1196

Ай бұрын

100%

@YoelTadmor

Ай бұрын

@Dom-zy1qy We think of this more as a tool to help you brainstorm your infrastructure and, more importantly, communicate it to others on your team.

Great video. I'm wondering, did you get chatGPT to scrape that site? I'm confused what happened?

@surajtomar750

Ай бұрын

same here

@DreadMoirai

Ай бұрын

6:42 He wrote his own script to scrape the site

Great Video, Great Mustache, papa Sam

What about the custom GPT in GPT4 from Eraser called "Eraser Diagram"?

I gave it a very simple prompt of some components and how they link to each other in a software architecture. It gave me only two boxes, with the same text that was none of the elements I mentioned...

I had a play with eraser and found the functionality that was the most limiting was that after having a flow graph generated and making a couple of edits there were a small number of items a matter of presenation that I wanted to rectifiy manually rather than consume free tokens to alter. However this thought chain proved that this system is flawed as there was no obvious way to manually edit flows in the ‘normal’ way after generating a flow.

How did chatgpt scrape the course page?

Awesome content Sam! And amazing moustache! Is it real? it's too nice...

@SamMeechWard

Ай бұрын

arrrrrrborrrrrzzzzz!!!!! Yes it's real. I made it myself 🤗

thanks. very good one!

Is it me or does the diagram at the end look wrong? Eg ACIT 2811 appears in the "with prerequisites" when it doesn't have any (according to the diagram). Compared to the earlier diagram, the dependency between ACIT 2811 and COMP 2311 seems backwards. This seems to be the problem with a lot of this sort of stuff, it seems superficially "wow" but on closer inspection isn't actually right, isn't correctable in a reproducible way (ie fixing your scraping or graphing code) and ends up making the user a proof-reader and fixer, a process that is only marginally less work than doing it all manually in the first place.

5:47 personally I always build the data structure, or at least the first draft, for real first. Once you have that, and it's easy, there are numerous tools out there that'll generate the ERD perfectly for you and, if you're using something like SQL Server and know your way around the system tables, you can use the results of your create table/index/foreignKey/whatever scripts to generate your data dictionary. This is the fastest way to develop and document data structures in my opinion. Tools like Visio can even connect directly to your database and create an ERD in seconds... I've pretty much given up on AI for now. There's not enough value added to justify the overhead and I have scripts to automate most things I'd ask an AI to.

Hello, how do u do know? with the gpts?

Sam, in essence, your initial prompt lacks depth, akin to asking a physicist for lunar travel advice and expecting a simple solution. It's crucial to refine prompts to avoid overwhelming the model with endless possibilities. Remember, the model's outputs are probabilistic, sensitive to initial conditions, and can become chaotic with higher temperature settings. This is exacerbated when we use the models own outputs as later inputs. Regardless of the rules it has it will screw up if the initial prompt is so simplistic that its combinatorial explosion potential is very high. Your prompt provided minimal context for generating extensive content, you are begging for errors. Professionals would offer more detailed prompts, not simplistic requests. This app and ones like it assume some baselines such as enhancing expertise, not catering to beginners or oversimplified queries.

@SamuelJunghenn

18 күн бұрын

What he said ☝️

@andyd568

18 күн бұрын

A very well articulated point.

@davidoffberlin

7 күн бұрын

Exacerbated - u AI?

what if it was fed the description and 1) an Epic... or 2) multiple prompts of user stories?

Pretty interesting! 🧠

The company (eraser ai) also offers Website wireframes; however, it doesn't appear to support AI for generating these (yet?)

Does it have BPMN 2.0?

Of course you need to give it a context prompt. So that knows excatly what to do for you. You tell a designer give me a diagram for an X feature - guess what - that is the 1st diagram you get. Prompt details are eseential - you are giving instruction to your team.

I like how you think

Lovely ... #HariKrishnaSahu

thanks

Got it, is for the viewsss

i'd like to see something like this evaluate the game Dungeons and Dragons

HI mate, since your AWS videos are little outdated, would like to request react node file upload mini project that use AWS S3 and Lambda function and DynamoDB.

I feel like a lot of people react to the first 2 mins or so of the video where things fail. But Sam demonstrates how to use this properly in the second half of the video. And that it is useful if you don't leave your brain at the door but ask it to produce narrow and focusdd outcomes which can be mundane and boring to do manually. I believe the challenge is that companies are pressured to announce things like "we solved fusion with AI" then people use the product and go "well this is more like: explain what fusion means" and can't really appreciate that it's a great tool to do tasks a bit better because they we sold the dream

@keoryinstagib

Ай бұрын

Almost quit the video also because he started critisizing the tool after giving it very vague information LOL! But I had faith in him!!

hey Sam, this is what they teach us 1/2 Year in the university - AI is out Of control. 😇. Let's make our own ai model.

@SamMeechWard

Ай бұрын

The i in llm stands for intelligence

“it was a pain in the ass, because I didnt want to use python and all the good graphing libraries are in python” is an extremely relatable experience

I still don't know how I feel about all of this. I would bet that a large number of companies would not approve of pasting schemas into a 3rd party app just to generate a diagram. How do they use that data? Do they then train their models on it to improve? For small projects this seems okay but larger ones it just doesn't sound like a good idea using.

💡

Sam, what is with that mustache. U like it?:))

You can generate an ERD from a db structure. You don’t need AI for that.

@MarvijoSoftware

Ай бұрын

The point is that you can't 'talk' to your generated ERD in that context :)

❤❤❤❤❤❤❤❤❤❤❤❤❤❤

Anyone have advice for an AI that can return valid SQL from a prompt and deliver it programmatically to a backend that produces a front end result from running the SQL.

@SamMeechWard

Ай бұрын

I would be very hesitant to run any sql code that's generated by ai

@atxmaps

Ай бұрын

@@SamMeechWard fair enough and I agree and I have thought how to keep it quarantined from the server and pre validate it. But really think if done correctly a lot could be done with it in my field. But thanks for the reply :)

🔥🔥🔥🔥

Theres tools that can generate ERDs from your database schema that have been out in the wild for 20 years lol

@SamMeechWard

Ай бұрын

Yes, but they are specific to the database or sql dialect. There's not tool that can take any sql code, or orm code, or object oriented data model, and create an ERD. This is general purpose for all languages and paradigms

@MarvijoSoftware

Ай бұрын

Good answer by Sam. My big plus with such an AI tool is being able to 'talk' to my ERD. Otherwise I'd have to change the ERD myself. In Architecture, the older tools can be used for the as-is diagrams, and the AI tools for designs you'd want to modify by natural language

the chatgpt give me wrong result of the course extract :

This is how I’ve been using copilot

@SamMeechWard

Ай бұрын

most of my commands to co pilot contain the word "boilerplate"

nice points, the AI will never be a mind reader, and will attempt anyway based on assumptions that are likely wrong

really? you gave the thing the vaguest of descriptions, then based your criticism on that. would a human do exactly what you had in mind with this kind of instruction without some kind of follow up ? (yes AI has a lot of shortcomings which I was looking forward to seeing in a video like this, or things like can i iteratively update the diagrams with chat etc)

Hey look, Mermaid + ChatGPT.

Do real cool stuff using bun+hono and quasar 😝

@SamMeechWard

Ай бұрын

Then I would have to learn quasar 🙃

mm, i just created a diagram in this platform but i cant edit it manually, pff, i consider for while better use only excallydraw

TIL.

Doesnt work on mobile

5:15 if you have the sql code we've had tools that spit out the diagram for DECADES you dont need AI to do that lol

@SamMeechWard

Ай бұрын

Show me a single tool that can take any database schema or data model from any language or framework in any format and produce an erd We’re not talking about the same thing

This seems like such a bad use case for AI. Even if it did work, and it did create diagrams that makes sense, how much work does it actually save? I dunno, maybe I'm just an old head who doesn't see the value in having an AI that helps with something that takes 0.1% of your work.....

@ajax0116

Ай бұрын

Not using your imagination! Think how would you use this with other tools.

@DanHumphreys-bi8hk

26 күн бұрын

Saved me so much time already

Improve on your prompting

so it's a skill issue, good to know

@SamMeechWard

Ай бұрын

subscribe for more skill issues

2:56 ok you just asked him to create a diagram for a e-commerce site! That what he did. You didn’t gave him any context. So the only thing you can complain about is this application hasn’t been design to ask you questions in order to better understand your intent. And this has nothing to do with the LLM himself. We are mid 2024 and people on KZread reviewing AI application still making the same mistake: a AI function in an application is not just the LLM, or even just one LLM. Between your input the generated output, here a diagram there are many components involved which are not an LLM! So in short it’s a split responsibility: you didn’t provided the app any context of exactly what you was expecting and the app is not doing mind reading so should have been designed to ask you more questions in order to fine tune the context of your app.

I still don't feel convinced how this could be helpful. Maybe explain a different way

Your prompt was far too vague to expect a detailed response. Be more specific and you’ll get more detailed desirable results.

You have to add that information in... that explanation makes no sense...😂😂😂 I provide the heavy details in my ai

@dadlord689

Ай бұрын

Yeah, show it full diagram and then it will print it

Another demo that demonstrates how AI is useless. IDE tools can generate these schemas for decades

@SamMeechWard

Ай бұрын

Yes, but they are specific to the database or sql dialect or using the specific IDE. What if I use a brand new programming language and a brand new orm that was just released today? No ide is going to be able to take my code and turn it into a diagram. This LLM is general purpose for all languages and paradigms

@J3R3MI6

Ай бұрын

@@SamMeechWarddon’t worry… it’s just another bitter coder scared of AI. He knows he’s got a few years left before a 10 year old can code

@FickleHead

Ай бұрын

​@@J3R3MI6 my 5 year old nephew is coding! 🤯

@deadlysilver7364

Ай бұрын

@@FickleHeadYou can code too! It’s great fun even if it’s unemployable at some point

@J3R3MI6

Ай бұрын

@@FickleHead so cool dude 🙏🏽💎 I can’t wait to have kids like that one day. When I was 5 I was playing with Hot Wheels lol

Ai is a very buggy if statement collection code. It is almost useless

This video shows exactly whats wrong with AI, the AI diagram is cool and all, but its wrong and you dont even notice it. For example, ACIT 2811 has ACIT 1620 as a prerequisite, but its not even listed there.

Sam you are very weak in prompt engineering. Garbage in garbage out. In prompt engineering the more detailed your prompt is, the better the result

Ai is so overrated

@SamMeechWard

Ай бұрын

*LLMs are overrated