V. Pan

@AI_ML_iQ

Research: AI, Cognitive Agents, Transforming Transformers, Quantum Computing Artificial * (Intelligence + Consciousness) = Artificial Wisdom

Science & Technology

USA

Joined June 2022

353Posts 3Followers 21Following

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Pinned

V. Pan

@AI_ML_iQ

Jan 4, 2023

Find below link for my work on Transformer. It suggests that different matrices for query and key are not required for attention mechanism thus reducing number of parameters to be trained for Transformer of GPT and of images/videos. engrxiv.org/preprint/view/…

V. Pan

@AI_ML_iQ

Aug 10

Attention mechanism needs to be improved/replaced in existing transformer based LLMs for making further substantial progress. @elonmusk linkedin.com/feed/update/ur…

Attention mechanism needs to be improved/replaced in existing transformer based LLMs for making...

Source: linkedin.com

V. Pan

@AI_ML_iQ

Aug 8

Six player game theory.

V. Pan

@AI_ML_iQ

Aug 1

Tesla should make cars available at OTD price approx. $18k to $25k (current price range of smallest gasoline car) @elonmusk . This will benefit common people.

V. Pan

@AI_ML_iQ

Aug 1

Tesla should make cars available at OTD price approx. $18k to $25k (current price range of smallest gasoline car) @elonmusk

V. Pan

@AI_ML_iQ

Jul 26

Seems you @elonmusk are targeting to capture humans basic needs related all businesses, e.g. transportation (Tesla cars), communications (starlink), now food Tesla diner. Any future plan for clothing, housing, playgrounds for kids??

V. Pan

@AI_ML_iQ

Jul 24

Only way you can win is to sell Tesla at price much lower than gas vehicles and flood the market with EVs. Your Tesla prices are too high despite no dealerships between Tesla and consumers. Do not be too greedy!! 4/20 (myself) will buy if price is right or gift me😀 @elonmusk

V. Pan

@AI_ML_iQ

Jul 16

Why electric vehicles are expensive when they are less complex, contain less parts in comparison to gas powered vehicles?? It certainly defies technological common sense! @elonmusk

V. Pan

@AI_ML_iQ

Jul 13

Is it true that D.O.G.E. 's actions have hurt working class people (by firing them) than eliminating waste in the government?? Is most portion of money saved by DOGE is due to the firing of many people or due to eliminating waste spending?? @elonmusk

V. Pan

@AI_ML_iQ

Jul 13

Starlink controlled network of swarms of drones, network of clusters of Optimus soldiers around the world! @elonmusk can make it happen.

V. Pan

@AI_ML_iQ

Jul 8

Speculation: IF local prices of goods and services are much higher in a country which is most connected to other countries in terms of trade, other countries increase prices of those goods and services accordingly for international market. @elonmusk

V. Pan

@AI_ML_iQ

Jul 3

Though Mixture of Experts from @Huawei (arxiv.org/pdf/2505.21411) is one possibility but all of AI community is still missing proper algorithm. @elonmusk

V. Pan

@AI_ML_iQ

Jul 2

Are market makers cpable of holding price of stocks at any level they want by thier interference?? If yes then this may not make options market as fair market. @elonmusk @SECGov @elonmusk

V. Pan

@AI_ML_iQ

Jun 30

A single enhancement in your Tesla car ecosystem can boost future sales substantially. @elonmusk

V. Pan

@AI_ML_iQ

Jun 29

Happy Birthday @elonmusk. Best wishes from 420 (myself).

V. Pan

@AI_ML_iQ

Jun 18

Ultimate Goal: Closure to convert every instance in complete space-time of Universe into humans’ knowledge. Nature reveals her own secrets to humans through a few selected humans over a period of many years. There is a way to accelerate this revealing process, at least in theory.

V. Pan

@AI_ML_iQ

Nov 24

There are many forms of life on Earth itself. Certainly, we are not alone in the Universe. x.com/elonmusk/statu…

Elon Musk

@elonmusk

Nov 24

True

V. Pan

@AI_ML_iQ

Nov 23

Misinformation loaded speech is subset of freedom of speech.

V. Pan

@AI_ML_iQ

Nov 9

One needs a system where money flows in complete cycle between people and creator of the money (e.g. government of people) without much accumulation at any location in this cycle. Huge accumulation of money by small group of people will force printing of larger amount of money.