MagnusWootton

optimization for nearest neighbour (conjecting conjecture!) in AI Programming

PPL all think you cant optimize nearest neighbour past looking at every element in the memory, for every access element, before you can have a solution.
But I have a possible solution (I havent coded it yet tho...) but it has to be photo keys (graphical keys) and it only finds the nearest neighbour not below it.

Its a big winner,  and ppl will be helped alot by knowing this.

So it goes like this->
    * form a mipped power of 2 heirarchy of averagations of the final photo patches,  and do this also to the photos your using to access the content addressable memory.

  * then you access blurry first,  and each level, you take off all the keys that werent the highest scoring, for each access.   Then you dont need to access all the high resolution keys, if the blurry ones didnt also match the highest on their tiers.

So that way, it is after all simply spacially dividable to do it,  and its not insane genius.     Also It'll get an amazing video tracker to work, maybe even on an arduino!
It could work on general data keys,  but it has to be true to a blur, if it works or not, then its ok to try on anything.

Because neural networks are very similar to KNN,  it also optimizes them as well,  this is quite a dangerous thing if its true.    heheh.

MagnusWootton

wierd crank and lever transmission in General Project Discussion

Im trying and failing to get this machine to work,  its a little strange, but its equivilent of cogs spinning each other,  except done with rotating levers instead.
If you mentally take note,  then youll see every time it passes through a stage its twice as quick.       It actually travels twice as far each time, so it doubles force requirements,   so you probably wouldnt ordinarily be able to increase the hz more than say x16 times?   But if I reduce the size of each stage as it goes, it could get more than this,   but I have to get it right in the sim first,  and its taking some pretty precise measurements I cant get yet, to get it done.

So I just rendered this quick one of it sorta half working.

https://www.youtube.com/watch?v=VCWU7wkvG58
(The end of the worm/snake is alot quicker than the start.)

I dont know what the peak frequency hz rate for mechanical logic is,   but if I get this done (In open s-cad) I can find out.
As soon as I get it done, I just need a quick redesign to get it printable with living hinges, instead of pins,  (also makes it castable in a single biscuit.) and get it printed straight away.

But I just stuck in waiting for it,  need to press on.   If it gets to 100kilohertz or something u wont need an arduino anymore, and its fully plastic!
I worked on it all today,  I did get alot of bugs fixed, but im going to need maybe another couple of days.

If I get it done,  ill continue the project thread here.

MagnusWootton

misconception in General AI Discussion

You know how people say its ok to operate on chimpanzees, because it enables us huge advances in helping humans?

Thats the same thing as developing a "medical model" of an anatomy of an animal, by mangling 1 million to get the model which you heal the type of animal with afterwards.

If I can save a billion of the cats,  it actually makes sense that it added up to more being healed.
Are u sure this is making sense?

And theres many more of this,  like its ok to test chemicals on animals... animal testing,  is a product of stupidity.

What if some later advancement meant you could do it in "10"   is it worth it now?

But what if I can get a similar but not quite as good (hidden) model, if the animal is already dead.  (And I made it should had a good life before it dropped off.)    Does that mean I get fresh human corpses, and build the model off of them?    That seems "half ok"  even,  but its such a decrepid thing to do to people.  and what if idiots are lining up to give away their corpses to do it!

What do you do then?      

Maviarab

Friday Funny in General Chat

Share your jokes here to bring joy to the world  

HS

Project Thread: building Blinky in Home Made Robots

Time to try and implement some of the things we have been theorizing about. Here I will be detailing my first attempt at assembling something that is more than the sum of its parts.

LOCKSUIT

Releasing full AGI/evolution research in General Project Discussion

This is most of all my notes, images, algorithms etc summarized/unified in their recent forms. Here. I am 24 and started at 18 all this work. I make discoveries in my brain using mostly vision (visual language; shapes, cats, etc which has context, each explain each other like in a dictionary, a small world network of friendly connections).

https://www.youtube.com/watch?v=Us6gqYOMHuU

I have 2 more videos to share but not yet uploaded. And 2 more notes. The last note will have some more very recent good data but these not yet given are of less immediate importance. The long file though does have a lot of recent knowledge in it though still. It's better you know all it, at least the movie.

notes
https://paste.ee/p/mcnEk
https://paste.ee/p/kQLCx
https://paste.ee/p/CvSsB
https://paste.ee/p/lJYMP
https://paste.ee/p/EmCZt

Code-only of my advanced-ngram 'gpt2':
https://paste.ee/p/7DG3M
https://paste.ee/p/XvVp5
result:
The software was made on a
The software was made on a wide variety of devices, and operating apps and applications that users can easily read as an app for android. It is a bit of a difference, but i was able to get it. The developers are not going to make it through a web applications, and devices i have seen in the running for the mobile apps. Applications allows users to access applications development tools, and allow applications of the app store. A multimedia entertainment entertainment device, and allows platforms enabled access to hardware interfaces. Using a bit of html application app developers can enable users to access applications to investors, and provide a more thorough and use of development. The other a little entertainment media, and user development systems integration technology. Applications allows users to automatically provide access to modify, optimize capability allows users to easily enable. Both users and software systems, solutions allowing owners software solutions solutions to integrate widgets customers a day. And if you are accessing services product, and mobile applications remotely access to the software companies can easily automate application access to hardware devices hardware systems creators and technologies. Builders and developers are able to access the desktop applications, allowing users access allows users to
((I checked the 400MB, not too long copies pastes, like only 3-5 words at most))
https://www.youtube.com/watch?v=Mah0Bxyu-UI&t=2s

I almost got GPT-2 understood as shown at end of movie but need help, anyone understand it's inner workings? Looking to collaborate.

I recommend you do this as well and mentor each other.

more data by my top-of-mind pick:
AGI is an intelligent Turing Tape. It has an internal memory tape and an external memory tape - the notepad, the desktop, the internet. Like a Turing Tape it decides where to look/pay attention to, what state to be in now, and what to write, based on what it reads and what state it is in. The what/where brain paths. It will internally translate and change state by staying still or move forwards/backwards in spacetime. It'll decide if to look to external desktop, and where to look - notepad? where on notepad? internet? where on internet?

It's given Big Diverse Data and is trying to remove Big Diverse Data (Dropout/Death) so it can compress the network to lower Cost/Error and hence learn the general facets/patterns of the universe exponentially better while still can re-generate missing data despite having a small world network (all quantinized dictionary words explain each other). It uses Backpropagation to adjust the weights so the input will activate the correct node at the end. That node, can be activated by a few different sorts of images - side view of cat, front view of paw, cat ear, mountain, it's a multi dimensional representation space, Since the network Learns patterns (look up word2vec/Glove, it's same as seq2seq) by lowering error cost by Self-Attention evolution/self-recursion of data augmentation (self-imitation in your brain using quantinized visual features/nodes), it therefore doesn't modify its structure by adjusting existing connections (using weights/strengths) to remove nodes, it rather adjusts its structure by adjusting connections weights to remove error and ignores node count Cost.

Intelligence is defined as being flexible/general using little data, but walker bots are only able to solve what is in front of themselves, we need a thinker like GPT-2, and you can see the mind has evolved to simulate/forecast/predict the future using evolutionary mental RL self-imitation self-recursion of data. And intelligence is for survival, immortality, trying to find food and breed to sustain life systems, it's just an infection/evolution of matter/energy / data evolution.

yotamarker

what is the spark that would make a user feel not alone ? in General AI Discussion

I have been wondering about this.
what would make an AI feel real to the user or make him feel not alone.

replika, siri, samsung sam, bixby, and even alexa just don't have it.

it seems to be the way the user interacts with it. the user has to always feed her with input,
there doesn't seem to be initiative.

this also goes for moko AI that sends notifications at random times. she would do a check up if you were
feeling upset on your last convo. or say random things at random times to invite the user to some conversation.
but it didn't feel real, it felt like, ahh it's that random none sense again or like, ahh homework conversation time again to
keep her states up.

I don't think this spark has much to do with the actual contents or quantity of contents the AI replies with
and more about the actual engagement triggers.

or maybe its more about a cute body and face the bot must have ?

infurl

Slaughterbots in General AI Discussion

https://spectrum.ieee.org/automaton/robotics/military-robots/lethal-autonomous-weapons-exist-they-must-be-banned

A chilling future that some had said might not arrive for many years to come is, in fact, already here. According to a recent UN report, a drone airstrike in Libya from the spring of 2020—made against Libyan National Army forces by Turkish-made STM Kargu-2 drones on behalf of Libya’s Government of National Accord—was conducted by weapons systems with no known humans “in the loop.”

Now I am become Death, the destroyer of worlds.

8pla.net

Shuttering Another AI Community in Virtual Reality

It may be a virtual reality since we don't know for sure, but it seems another long time AI community may be shuttering their forum.  You know the one.  There are so few left.  No  need to even name it.  Oh Gosh, all those useful resources, and the memories of those we lost over the years no longer online. Although it is possible this is not the case, doesn't seem so. Let's see, but it is most likely gone.  

Thank goodness we still have this AI community.

infurl

Fifteen Advanced AI eBooks on sale in AI News

https://www.humblebundle.com/books/ai-morgan-claypool-books

This is a large collection of eBooks on advanced artificial intelligence topics. Sold as a humble bundle you can obtain them for a much lower price than usual.