Hello

this one is very complicated so i honestly do not have the ability to explain correctly let alone explain it's use correctly.

The suggestion is the title but this is not something that can be added as "1" addition as it has a massive workflow.

1st of all lumo must NOT have any awareness or control off this flowchart. The issue for this is take i am suggesting this flow chart exactly to solve ai halucinations

And if lumo has access to it then of course it will halucinate.

2: the reason why i can't explain properly... well i think it's clear: security and safety. As in there are major issues of what i am going to suggest and honestly i have no idea. Other then maybe making lumo "examin" before they are connected on a server level so the chat is not affected? I do NOT know.

1. i need you to fully understand that while this suggestion is "nice" it's actually me trying to suggest a system to reduce Ai halucinations. As in please don't think of this flowchart as a structural suggestion but as a "reducing ai halucinations" Please look up LLM Failure Mode for a full list.

Now i want to make it clear that i am describing parts and there will be tons of loopholes and inconsistencies and more simple because as i mentioned at 3 i am trying to solve ai halucination and not make it more "easy to use" or "easy to understand".

on the assumption we all know what a flowchart is i will simple add the idea of chaining them.

So we talk with lumo one then another then another. So the chains builds up.

At one point we notice that 3 of this entrys are the same.

Then we click an option and select the chains (this IS A CORE FEATURE and i will refer to it many times)

then we press a button saying merge or similar where lumo is essentially removing duplicate

But this button can also have separate buttons. One saying summurise or structure it or create structure or table or expand the idea or simple verify the information or contradiction or overlaps and really the list goes on

Now i am 100% you saw i add a lot of "or"

That is because i want to be absolutly clear that i am not suggesting anything that is "more simple and structured" but to solve the issue of ai halucinations and this is something you must keep in mind.

The core idea of combining mutiple entrys is a separate panel. Similar to how we can add files and remove them. Aka it's fully manual and that is why it must be visual.

The idea of "or" and "or" and so on is simple: custom lumo. We are not neccesary selecting an option but we select a custom lumo and what it should do (this is parcially also to prevent this features from being paywall locked so new users can experiment it but also limited due to 1 custom lumo limitation... aka money i guess.... whatever...)

Repeated messages? all get combined until lumo realises we are taking about something else.

Lumo does not understand something? We can connect it to one of the previous topics.

Now imagen you have a large screen and you have there the chains and there is a button that allows you to copy and paste them... as in cross overs would be possible.

And if they are saved either on our proton drive or pc this i hope will reduce further any ai strain and bills proton needs to pay and so one because we all want the ai to use thinking over superficial answering.

Now if you ever played around with automation you then can tell what i am trying to point out.... you can loop instructions... like lumo to start using thinking of what user is asking where it's like one saying "pay attention and don't reframe" connected to what we said but also connected to a separate one saying constrain or similar.

Pay attention is connected to what was said
Pay attention is connected to constrains

please keep in mind that above is an inlustrative exemple and the constrain might be 1 out of 20 or more you have and a not all of them since again this is not for efficiency but to prevent ai halucination.

then this 2 are connected to a think what user is requesting and this is then connected to a template of a kind a sheet where the information is verified.

And if this is missing we can create a new loop where we ask lumo to search up the correct information for it. Again this is why i suggested proton drive and our own pc.

Ah... wait i forgot...

what i wanted to say

we have the chain

A to 2 different and this 2 connets to 1 again

but that last 1 does not have the info

so when i say loop i mean that all the previous steps are paused and lumo must now loop to find all the information needed until we manually remove the loop since we are ok with what it found and then we remove the loop and also "remove from this chat" (similar to removing files from chat but we can add them back any time) so lumo will not loop the web reasearch anymore.

and well i think the idea is clear that there is essentially nothing stable. This is also why i said for lumo to not have any access to it as it will create a massive issues.

Plus instructuction can also be copy pasted and duplicated for small adjustments

Plus memories would also benefit from this if we can manually turn off or turn on any time. Meaning Lumo is not reading any memory except the one we enable but also can use it any time we re enable it.

Honestly memory being used as a "storage" for the instructions and such i keep mentioning might be a better alternative.

And again i understand this is very complicated and complex

But you must understand that you ARE USING AN AI

as in freaking ask lumo to help you with all this.

The whole point of me saying that all this to be saved on proton drive or on our pc is so that lumo can write the text and we just add it.

Plus we are forgetting that other people also exist so it's a real share the best ones.

There are to many files to select from? again just ask lumo especially if it's a project where you are connecting lumo to a proton drive folder that contains all the instructions (though this might be it's own issues.... whatever).

Idea is that similar to web search or adding and reming files we are adding instruction to lumo on a level where it's beheviour is directly affected.

Currently the issue is that beheviour and correction and clarification and instructions and task are all over the place. Like this.... after a few weeks maybe? everything will be able to force the ai to do specific beheviour steps.

Meaning we don't need to waste time asking it to keep in mind OR TO READ THE ISNTRUCTIONS even if it's a custom lumo (dear proton i am sick and tiered that i need to mind what i ask lumo because it refuses to understand it is halucinating what i said due to reframing of what i asked)

Also the whole turn off and turn on will allow us to reduce the volume of information lumo will be processing

And also we can copy paste what lumo must keep in mind.

Aka we did tons of details but now lumo has to much information so we need to start a new chat? well now how do we tell the new lumo about the previous chat? we compile it? well this is what i am refering to.

That complile we can select exactly which one lumo to keep and even combine it. And then we disable everything else and only use that one as if it's a new chat altogether (again.... please allow save on drive and such because this will add a lot of unnecesary data for no reason).

All in all this is the base line.

Again it's all over the place because i lack the ability to explain it properly. If someone can do it better please do so because even this was to much for me. (sorry but i don't have them mental energy to argue with Lumo about how it reframed and sumurised via ignoring what i actually said and more other ai halucinations that it keeps doing when i simple wanted it to help me write this correctly)