isolvedagi3's profile picture. A hebbian spiking NN has an instinct to create/do novel things by default  and associates things to form complex thoughts. no obj fn needed. see blog

Jayan Solved AGI - Hebb Rule is Enough

@isolvedagi3

A hebbian spiking NN has an instinct to create/do novel things by default and associates things to form complex thoughts. no obj fn needed. see blog

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Hi, I have solved AGI. Impact maximization via hebbian associative learning is the best approach for AGI. plugging inputs and outputs randomly to a large hebbian spiking NN as below gives AGI. Please see the below whitepaper for why so #AGI #singularity superintelligencetoken.wordpress.com/2021/11/13/our…


Jayan Solved AGI - Hebb Rule is Enough reposted

AGI Rap - 'Hebb Rule is enough' just dropped


While people are struggling to define general intelligence, let me point out once again that what we mean by general intelligence is not based on the outcome, but by the amount of new processing procedures it can create and bring in processing percepts towards a goal.

My bar for AGI is an AI winning a Nobel Prize for a new theory it originated.



Jayan Solved AGI - Hebb Rule is Enough reposted

Intelligence is the ability of a system to process information and generate a complex and coherent thought. Whether this thought leads to maximising novelty or creativity or entropy or survival or anything else is a secondary question. We are actually aiming for creative/higher…


Jayan Solved AGI - Hebb Rule is Enough reposted

Artificial Creative Intelligence not AGI : Im sorry i have to revisit. Intelligence is the ability to generate a complex thought involving a greater depth and breadth of concepts, percepts etc(not just words). Although intelligence seems to have a lot of potential to create…

Since novelty is subjective, intelligence has to maximise novelty primarily and MAXIMISE being the key word. Randomness (which creates all life forms and intelligence) and LLMs may create novel things sometimes by chance but do not maximise it.



Jayan Solved AGI - Hebb Rule is Enough reposted

The diff bet narrow n general intelligence could only be like one particular/specific focus vs broad/multi-modal focus. This warrants that do not call processes THAT DO NOT CREATE NOVELTY PRIMARILY as intelligence - for eg. Calculators,computers, Transformers, backpropogation etc

A system which is a little bit more efficient in creating new knowledge with real world impact than a monkey-typewriter/random process is an AGI or I guess more of an AGI. I guess monkey-typewriter process is also an AGI, just not a very good one.



Jayan Solved AGI - Hebb Rule is Enough reposted

Owe it to Yannic Kilcher @ykilcher for changing "impact maximisation" theory to "Higher order novelty Maximization" theory

isolvedagi2's tweet image. Owe it to Yannic Kilcher @ykilcher for changing "impact maximisation" theory to "Higher order novelty Maximization" theory
isolvedagi2's tweet image. Owe it to Yannic Kilcher @ykilcher for changing "impact maximisation" theory to "Higher order novelty Maximization" theory
isolvedagi2's tweet image. Owe it to Yannic Kilcher @ykilcher for changing "impact maximisation" theory to "Higher order novelty Maximization" theory
isolvedagi2's tweet image. Owe it to Yannic Kilcher @ykilcher for changing "impact maximisation" theory to "Higher order novelty Maximization" theory

Jayan Solved AGI - Hebb Rule is Enough reposted

Subjective Higher order novelty maximising on the environment

A system which is a little bit more efficient in creating new knowledge with real world impact than a monkey-typewriter/random process is an AGI or I guess more of an AGI. I guess monkey-typewriter process is also an AGI, just not a very good one.



Jayan Solved AGI - Hebb Rule is Enough reposted

If humans are generally intelligent, so are apes, dogs, cats, rats, fish , worms and even planaria without a nervous system per @drmichaellevin. When I say just a Hebbian SNN reservoir is AGI, you say no - it's the structure of the brain that gives it general intelligence. What…


Jayan Solved AGI - Hebb Rule is Enough reposted

Since my approach is the only way I will be the father of AGI. Either China or US or anyone who can put up the resources will be the mothers. I don't see India likely putting up the money. India will be like the relatives of the father/groom. The people who support my idea pre…


Jayan Solved AGI - Hebb Rule is Enough reposted

India wins AGI race for real


Jayan Solved AGI - Hebb Rule is Enough reposted

I've started harassing people in the real world too youtu.be/j6388vP8-9g


Jayan Solved AGI - Hebb Rule is Enough reposted

Creation = Higher order novelty Maximization = Objective of all intelligence/ AGI. Random action may create at times too, but a Hebbian SNN reservoir is much more efficient and has the instinct to maximise creativity. Other abilities emerge automatically youtu.be/COV0yWfcQME

isolvedagi2's tweet card. [Main Video] How to create AGI - Most important video ever

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[Main Video] How to create AGI - Most important video ever


Randomly connecting inputs and outputs to a hebbian SNN gives intelligent navigation. In addition to having an instinct to maximise novelty these are the kinds of abilities that will emerge. Use your imagination. AGI is Solved. youtu.be/gB362pAddK4?si…

isolvedagi3's tweet card. ProtoAGI 2 - HAL 2 - 83 : Maze Runner

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ProtoAGI 2 - HAL 2 - 83 : Maze Runner


Asking for an equation for intelligence is as ridiculous as asking for an equation for good art. Higher order novelty is what it is.


The world's first proto-AGI below. github.com/Jayanagi/AGIRA… Also see superintelligencetoken.wordpress.com for the theory and explanation

isolvedagi3's tweet image. The world's first proto-AGI below. github.com/Jayanagi/AGIRA…
Also see superintelligencetoken.wordpress.com for the theory and explanation

The code for the world's first Proto-AGI , AGIRAAH 185 is below. The prototype demonstrates the inherent novelty maximising instinct present by default in a hebbian SNN, which in combination with association can give all kinds of abilities. See with blog github.com/Jayanagi/AGIRA…


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