Understanding How AI Works is Critical to Our Privacy Defense
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- Опубликовано: 2 авг 2024
- Key point: In this AI Epi 3 video, pay attention to how Context is used by the AI when I explain how it works.
How does an LLM AI actually work? If you understand the underpinnings of an AI, you will actually be able bring out the extra capabilities of your local AI. You can make it smarter, have long term conversations, overcome censorship and really give you more accurate solutions. But you need to understand its construction and its limits first before you can accomplish that.
I have watched people use AI and because they don't know what is actually happening, they waste time, and lose the actual value possible with this new technology. Some people say that local models cannot compete with the huge paid cloud models and you will find that this is not actually true.
In this video, we assume that the AI is locally based using Ollama and so much of the privacy and security issues have already been alleviated.
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I'm the Internet Privacy Guy. I'm a public interest technologist. I'm here to educate. You are losing your Internet privacy and Internet security every day if you don't fight for it. Your data is collected with endless permanent data mining. Learn about a TOR router, a VPN , antivirus, spyware, firewalls, IP address, wifi triangulation, data privacy regulation, backups and tech tools, and evading mass surveillance from NSA, CIA, FBI. Learn how to be anonymous on the Internet so you are not profiled. Learn to speak freely with pseudo anonymity. Learn more about the dangers of the inernet and the dangers of social media, dangers of email.
I like alternative communication technology like Amateur Radio and data communications using Analog. I'm a licensed HAM operator.
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You see RouteLLM’s work of reducing LLMs cost by 80% yet maintaining 90% efficiency! This mean that tide is turning for open source local AI.
Keep up the good work, Brax! The AI counterrevolution against centralized systems begins!
Unfortunately, my current audience does not appear to be interested.
@@robbraxmantech I'm very interested in everything AI you have to teach us!
Crank it up!
@robbraxmantech it's the algorithm Rob...we need to pass (push) the word. It could also be that people don't want to hear any more about AI since it's going to end the world in just a few months;-)
@@robbraxmantechlets switch to subscription based AI learning and keep the classical content forthe complacent
Great explanation on AI. Please do continue on this subject. Since there is no escaping AI, it'll be wise to understand it the best we can.
I have to build my own HAL now.
Just put in a secret Killswitch so in Hale denies you, you go. “ oh yeah biatch “!😂
Makes sense. 😂
I don't think you should do that, Dave 🔴
I wanna build Puppet Master from Ghost In The Shell.
@@Marshall1914 let's link all our bots together and see what happens! What could go wrong?
Thank you for this informative and insightful vlog.
Hi, I am new to your channel. So far, I love it! Please continue providing valuable info. Do not be afraid to go more deeply into technical topics, such as code review, installation, deployment, and such. Those who are non-technical will pick it up, but those who are technical will appreciate it even more. Good luck!
Rob,
Thank you for sharing your knowledge with me/us. You are bright light. You have inspired me to move forward
Great content
As soon as the notification came through, instant clicked! 😃
Good stuff, thanks!
Great video, keep it up :)
I love this channel! It's like you read my mind so often. I've been super curious about this and am so grateful for your perspective!
Me too. I've wanted to be able to Visualize how this works and the visuals here really helps!
Before even watch the whole video I want to say thank you Rob for helping humanity to keep our privacy from the talons of greedy and controlling entities weather it's the world states or privet companies.
I have no idea what you just said. It reminds me of my first computer course in 1980 in college. I took programming instead of the very basics, and have hated computers ever since.
Great work, Rob!
Excellent. This is really exciting. I can’t wait to set this up. I’m not really technical so need to find out how.
Thank you.
Didn't get a notification on this either.
I am commenting to inform you AND to generate engagement
Depends on the AI used, Tokens are the bottleneck. Cost of setting it up also are a bottleneck. Mamba maybe. Basic trained models that can re-train are essential to locally run LLMs and simplification to make useful output..
My intuition tells me that sophisticated AI will be able to invade any digital device by selectively disabling/locking out key features we have become reliant on.
Thanks
Excellent content. AI will soon rule our lives. Your channel is critical. It looks like the masses are becoming complacent and too lazy to learn that the only constant in change since Y2k
Amazing video ❤
Can you show us how to use Daniel Messler’s AI called fabric?
there are lots of videos on it.
it’s very simple.
Yep, loved this video , I am able to run the llama 3 8B model without any GPU acceleration on my device. But when I try to install dependencies like pytorch, CUDA for GPU acceleration, the dependencies are not installed correctly (Mostly CUDA in my case). So I am not able to run the llama 3 80B one, it's too slow on my device.
My system:
OS Name: Microsoft Windows 11 Home Single Language
System Model: ASUS TUF Gaming A15
System Type: x64-based PC
AMD Radeon(TM) Graphics
NVIDIA GeForce RTX 3060 Laptop GPU
Is that a 128 dimension Universe? Am I reading that right?
Linear algebra proved it can be done and makes sense. That correlations can work like that up to infinity. But holy hell what a universe to try to picture.
Amazin
Hi Mr. Braxman, thank you as always for your useful information. To see if I got the message right, even if I use Llama3 with your My-Ai Chatbot, I should still get the expected result of a local AI? (I'm a newbie, so apologies if my interpretation is too simplistic)
Yes
im just using llama3 and hermes offline learning with my bookz.
Hello from New York City! How to make a custom Ollama model from my markdown formatted notes? Thank you for your video.
check the documentation for "modelfile". This would have been a future topic.
Not entirely safe though? Ollama uses our input to update it's model and update a central model. At least that is what Ollama told me when I asked it. So we are still relying on people to do the "right thing" and not update it with say "w0k3" ideology or false/incorrect information. Or taking any personal information and relaying it somewhere else. Don't know if it's avoidable or not. Still a risk.
it's not how it works. Ollama is just an interface (think of it like a skin) to interact with the open source models (which can be llama, mistral, etc). The ollama interface doesn't send any data, neither can the open source models send it back to their hq. You can use it even without internet.
Go Rob 🐣😂
I'm having to find another antivirus since Kaspersky was banned. Any recommendations?
How would I create my own Jarvis aka a super (PA) using Ai model, what would be the best model to use.
Where are the ai's that can ask you questions to clarify before hallucinating? Or ask questions in general for clarification
There are things you will learn to elucidate the correct response from a model. This becomes a skillset over time. It is referred to under the complex name of Prompt Engineering. But really it's just knowing how to tweak or trick the AI to respond the way you want.
There are plenty of uncensored models like TheBloke’s Dolphin downloadable from Hugging Face.
How do you run it or other local models at more than 0.0001 token per second bc of all the matrix matmul?
I’ll answer: a hefty GPU or purpose built accelerator. What are those? Well, one name for them is NPU.
Don’t you have a video discussing the evils of NPU’s?
To anyone reading this, if it’s not deleted, I’m all for privacy. The contradictions concerns me. It may be “harmless” FUD for marketing. Just be safe no matter what you do.
the hardware NPU might not be necessarily harmful but itself, it's what the OS does with the NPU. If you have windows and it has copilot recall, or like MacBook has client scanning, then the NPU is harmful.
@@phoneywheeze9959 My issue is the contradiction between this & his video demonizing NPU’s as anti-privacy. Onboard AI/ML acceleration is about as pro-privacy as you get:
- No data leaves the device
- It grants everyone with a phone/device similar capabilities to cloud hosted. That’s a massive deal and sorta helps to equalize the playing field.
The other video also deliberately glosses over key facts. For example, everything about Apple was fantasy and conjecture. As much as some people want to hate Apple bc they are big tech (which they are), their track record speaks for itself. They are pro individual privacy top to bottom. Heck, icloud private relay is technically superior to a VPN bc Apple can’t see where you are visiting and the provider that fills the request cannot see you.
What you say is true about OSes. I will say that a graphics card can perform similarly and lead to the exact same issue. In the coming months, awe will see more “1-bit” LLM’s and alternatives to transformers that are more than speedy enough on a CPU alone (no NPU or accelerator *needed* to be useful.
Forgetting ML/AI for a second, it’s all about trusting your OS vendor and equipment manufacturer. A key-logger can do more damage than most LLM’s.
M
FWIW, I had just started to look into his de-googled phone service and immediately noticed the NPU FUD. I commented on that video how he may be doing this as a marketing tactic only. That’s the best answer as to why. Even if that’s it, trust is everything and my first impression was awfully bad.
We certainly live in strange days and I don’t see how it’ll all get any less weird/crazy.
Sorry for the length. Kneel
I tried to teach an AI to perform a task that required a lot of decisions, but no ambiguity the way you would train a human. It got to about step 5 of 20 before it just could not handle it anymore. Bit of a shame really.
They already legislated against open AI.
Where is a link about what you're talking about?
Is there a bias local LLM out there which you can feed from the beginning by yourself???
Yes. You can bias an AI using fine tuning.
We will worry about AI when there is a total global integrated governance linking all databases together mandatorily. Brave new world if you are that important.
How can we get RAG to accept data on the fly?
That's called Context. So basically, forget the complex terminology, everything really is driven by the ability of the AI to get context (and be aware of the context limit which affects all other methods including RAG)
Do we want to use AI, or do we have to use AI? That's the question.
And why? What dependencies are created by it, and are we addressing this?
😮😢🤔😱🙃👍🏾
You do should not talk about KI or something like that, you should try to bring some light into the Incognito Wallet darkness.
there is no AI yet. Its only LLM and nothing more. AI would be self aware and would act on itself. I hate that all talk about AI but all those LLM are filled up with data to analyse situations.
I hope you keep your eyes open. Saying there is no "AI" yet is like saying you can ignore this trend. You cannot ignore it when it starts invading your privacy, or when others can use it against you. AI is simulated intelligence for sure but it's getting pretty powerful
29.14 to say is man made, and is a stupid way to rapidly enslaved humanity in 2 endless Idiocracy zombies playgrounds.
Hi, okay, this is weird considering local AI is supposed to be private. So I am new to Linux. Basically, Llama3 helps me to learn my way, about 8 or 9 days ago, we had convo to help me setup Snort on Ubuntu, today I wanted to check out its log file and asked Llama3 on its default location, and which search cmd to use it supplied me with I can use to search sudo grep -r "snort.log" amongst the result was text that I recognized as being the convo I had with it help to setup snort why on earth would this be saved? When i asked it why it evaded a direct answer mentioned it must be convo i had with snort?? I pushed it for a answer and stated I cannot provide information on how Meta's conversations are stored, sooooo it does store it !Are you guys aware of this is this normal? These would be located in your home directory /.ollama/history this looks like a windows recall trick to me
I’m aware of this. So what?
How can Meta or anyone else get this history from your machine?
Did you find any related code in the ollama server’s code?
Thanks for the reply. Okay, so it is known, k cool. Was just weird and concerning as I asked it when I started using it a few months ago does it retain text in any shape or form so it can remember my name for example it stated no chats are saved no text nothing, it lied on our first convo, this is concerning that it hides that fact, whats the big deal just be straight forward but it lied. Just wanted that observation out there
@@Whit3hat I understand your concern. Just wanted to explain that this all is stored locally (at least at the moment). Just like a history of your bash commands from terminal saved by linux in user home directory.