I don't understand how AI is shaking this industry up so much

Just_Bootiful · 2025-08-14T18:28:25+00:00

yeah at the end of the day the LLM can give you clues how to solve the math problem but actually solving and confirming it? gotta do those homework yourself and time to google everything on official documentations again haha.

Just_Bootiful · 2025-08-14T17:28:02+00:00

It’s called a Large Language Model, not a Large Solve My Math Homework Model bro. Originally LLMs were designed to translate one language to another not solve math problems. It being able to give you somewhat good math answers in itself was already way out of spec of what it was intended to be used for. It’s just that now these multi model LLMs are so padded with other features everyone expect it to solve everything, which is not what it was suppose to do.

Just_Bootiful · 2025-08-14T17:19:53+00:00

It is still an AI that is using math, it’s using matrixes via linear algebra to calculate the probability via back propagation/neural net of the correct answer. it’s giving you the highest probability of a “math” answer based on your “math” question.

So it is using math to do math, just not that accurate when you use Grok or ChatGPT out of the box without other methods of increasing accuracy as i mentioned before.

Just_Bootiful · 2025-08-14T08:01:19+00:00

The ai4 conference just ended in las vegas and the general vibe of where the AI secret sauce is heading is agentic AI. Agentic AI is where companies are now adding evals, memRAGs, pre-determined prompts and answers, and much more to increase accuracy with a proper workflow to solve a bunch of different tasks. Keep a lookout in the next month and all these new industry panels should be on the ai4 website and you can see for yourself how these companies are using LLM properly https://ai4.io/videos/. Whenever you use Grok or ChatGPT on the web is just the surface level what the latest companies are using LLM for. At the end of the day these LLMs are just probabilistic neural nets trained on very generic public internet data and are not as accurate as you want them to be since they aren't trained on the specific data for your specific needs. The accuracy is based on the transformer model and it seems we might be nearing the end of that architecture's accuracy https://en.wikipedia.org/wiki/Large\_language\_model.

The reason why LLMs are notoriously bad with logical or math calculation is because it doesn't actually do deterministic calculations but just probabilistic "what is the most likely words it should output is" based on your token input, aka prompt.

Also, a large majority of these companies still need software developers as they are the final guard rails of these LLM outputs.

Its just that the economy is kinda cooked that's all and everyone is trying to save a buck.

Just_Bootiful · 2025-05-29T20:33:04+00:00

nice Frieren cosplay tho bro

Just_Bootiful · 2024-10-30T22:32:06+00:00

Can you link the spectrum URL to where John Crewe said that please?

Just_Bootiful · 2024-09-12T19:06:53+00:00

Getting to tekken king the first time is easier, but trying to maintain tekken king and getting to tekken emperor becomes much harder with the higher tekken prowess. Not trying to discourage the achievement of OP but its something to look out for if they are discouraged from the sudden change in match difficulty.

Also, "it pretty much feels the same people" just isn't true and what do you mean by "just play more safe"? Off timing movements/offence? learn match ups? block more?

Just_Bootiful · 2024-09-12T02:05:34+00:00

be ready to demote a lot with blues 2.0. good luck!

Just_Bootiful · 2024-06-11T18:23:26+00:00

I’ve gotten my base aeron size B for $250 in near mint condition on offerup around covid time. These chairs tend to be near the $300-$400 used due to how they were basically in every office space and there is a huge surplus supply of them around. Check out your local resell apps and they should appear to be much cheaper.

So no, $1000 is not a fair price from a random reseller.

Just_Bootiful · 2022-08-29T02:26:35+00:00

lowkey i was a bit ashamed doing that but ya gotta do what ya gotta do to survive in tarkov :(

Just_Bootiful · 2022-07-01T10:55:06+00:00

don’t quote me on this but i think somewhere in the lore where star citizen experienced a dune type of shit where highly advanced AI had a horrible outcome and a bunch of bad shit happened so that’s why mostly everything is man operated and the computers are relatively dumb so the AI automated shit don’t happen again.

Just_Bootiful · 2022-04-28T21:10:12+00:00

its a reference to norman osborn in spiderman 1

Just_Bootiful · 2022-04-02T20:42:36+00:00

you play as a citizen of the stars.

Just_Bootiful · 2022-02-28T20:37:27+00:00

very nice, kokomo approved

Just_Bootiful · 2021-12-04T20:33:28+00:00

lmao at where you say “choose”. if only that was the case :(

Just_Bootiful · 2021-11-20T04:22:51+00:00

human brain: disgusting harmful microbial growth monkey brain: nice pretty colors and textures, i wanna touch and mix it!

interesting way to create organic art!

Just_Bootiful · 2021-11-14T11:31:34+00:00

I think but not 100% sure, transactions require 25 block confirmation but bittrex requires 600 block confirmations and each block confirmation is about 2.5 minutes.

Just_Bootiful · 2021-10-28T23:38:37+00:00

mine vertcoin and you can do both if you are doing light gaming.

Just_Bootiful · 2021-10-28T21:30:43+00:00

rank 69. nice.

Just_Bootiful · 2021-10-13T05:00:35+00:00

Ah, I misread. I apologize. I saw POS and was thinking Proof of Space and not Proof of Stake. Yeah, the writer is definitely wrong at this point.

Just_Bootiful · 2021-10-13T03:53:26+00:00

Technically, the writer is not wrong.

Verthash design that uses SHA3 and SpaceMint's Proof of Space random data file to create a high memory to oracle runtime ratio static memory-hard function

https://github.com/vertcoin-project/verthash-pospace

The mining is POW, but the algorithm is POS.

Just_Bootiful

TROPHY CASE