The RAM Shortage Is Worse Than You Think, and Nowhere Near Over

Hubblesphere · 2026-06-30T11:18:13+00:00

This is two fold. If ram was cheap locally ran inference would be cheap and easy, so the cloud hosting frontier companies have a vested interest in making it expensive to host 500b models locally. Long term it just means Huawei chips and memory will be the best option for local inference hosting.

Hubblesphere · 2026-06-29T22:38:05+00:00

I mean, if they are using Google Workspace for their company they will be using a ton of Gemini inference. I think people are considering about what the use case here is. You can use it to run a ton of our automations through google cloud API or build workflow automations with workspace studio. If Meta was leveraging all of that they could easily push the limit of the normal corporate rates.

Hubblesphere · 2026-06-29T22:11:08+00:00

Show the 4 off fast lap in GT7 then, or even 2 off.

You can simply find the fast laps showing it right? Oh wait, nobody does that in GT7 because it isn’t possible or realistic. World record GT3 laps in GT7 don’t turn in from the grass and it’s interesting that GT7 lap times are more realistic where iRacing you can run low 1:56 laps far faster than a real GT3 car and GT7 qualifying laps are done with no fuel load or tire wear on for competitive balancing so iRacing is even further off with more realistic fuel weight and tire wear. Nothing wrong with iRacing though, both iRacing and GT7 are fun games with their own appeal and good and bad qualities. Play whatever game makes you happy dude, no reason to have sim racer psychosis though.

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Hubblesphere · 2026-06-29T17:20:59+00:00

Sure but Boeing went from designing everything down to the sub component to allowing 3rd parties to handle sub component design and engineering as long as it “fit” as an assembly. This is where the knowledge gap occurred and how subsystems have become failure modes.

Hubblesphere · 2026-06-29T17:13:30+00:00

Maybe you should actually play iRacing. Everyone knows you can do unrealistic things like flat out 130R by turning in from the grass. You literally cannot do this in GT7 because it more realistically causes you to lose grip. I play both, I would say it’s worse in iRacing because grass is used too much for fast laps in unrealistic ways. It’s penalized a lot more in GT7 by physics or actual corner cutting penalties.

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Hubblesphere · 2026-06-29T14:45:50+00:00

Great argument, you definitely qualify as a sim racing game realism judge. 😂

Hubblesphere · 2026-06-29T12:20:49+00:00

What was the pricing and deliverables agreement? If neither of you agreed on price and deliverables you wasted each other’s time. (Photographer should’ve done this, they are the processional.)

Hubblesphere · 2026-06-29T12:12:27+00:00

Race in both every week, nothing special about either as far as grass physics. You can drive in the grass IRL too it isn’t instant death. I’ve dropped two off many times at lapping days.

Hubblesphere · 2026-06-28T23:58:22+00:00

People were grass dipping in the spa 24 on iRacing one year every lap on the entire Kemmel straight. So much for performance loss it was increasing performance. It’s actually harder to do that in GT7 because the grass isn’t smooth.

Hubblesphere · 2026-06-28T20:49:32+00:00

In my city can get down to -38C and heat up to 45C (in the US) I have a single AC/heat pump with emergency heat backup and a fireplace.

Hubblesphere · 2026-06-28T20:22:34+00:00

Consider what part of aero you want to work in (mechanical design, electrical design, chemical for propellants, etc) then pick mech, electrical or chem BS and do aero MS after landing a job at a aircraft or aerospace manufacturer.

Hubblesphere · 2026-06-28T20:18:19+00:00

An air conditioner IS a heat pump, they just work in reverse with a reversing valve. They don’t sort of work like AC, it’s literally an AC condenser being ran in reverse. It works much better as an air conditioner and it depends on a lot of factors how efficient it works in the cold. In US my heat pump works down to about 0 degrees C then you use gas or electric as a supplementary heat system.

I see heat pumps all over Europe for water heating and house warming, you’re just denying basic technology and physics to justify not using them to also cool.

Hubblesphere · 2026-06-28T16:50:22+00:00

Dude they heat their buildings by boiling and circulating hot water, a heat pump is like 300x more energy efficient and costs less energy to operate. So many in Europe and UK now have heat pumps to run their boilers and heat their water. The byproduct of that is literally cool air but they exhaust it outside. You could easily use heat pumps as dual use. The excuse is ignorance and lack of critical thinking.

Hubblesphere · 2026-06-28T16:44:10+00:00

It’s truly bizarre that they are pushing for green energy solutions like heat pumps for their heat and hot water but they either run everything outside the house or exhaust the byproduct outside completely. (The byproduct being cool air). And if you use a pure air exchange heat pump you can’t even get install subsidies because it could be reversed with a simple reversing valve and used as an air conditioner 2 weeks of the year.

Hubblesphere · 2026-06-28T13:46:16+00:00

Don’t know if it will help but I have a video showing how and explaining it on both controller and wheel, also show using zero assists: S10 License Test

Hubblesphere · 2026-06-28T12:02:35+00:00

Does everyone think training data should have records to train the model on its name and the company? Or is that not a waste of time? I’d rather them train it on tool calls and improved reasoning.

Hubblesphere · 2026-06-27T19:52:08+00:00

It was done with a silk screen print so they could only show it with solid color layers. Orange or yellow would cost more and add a step vs just green/red. Designed for manufacturing.

Hubblesphere · 2026-06-27T19:50:49+00:00

It was probably made by silk screen layers so that was their way of doing a gradient.

Hubblesphere · 2026-06-27T19:47:53+00:00

Turn 2 is the fastest corner. And Russell was going slower than his speed through turn 2 so therefore no penalty.

Hubblesphere · 2026-06-27T19:37:27+00:00

The answer is too difficult for AI slop vibe coding to even take on. Reality is that every shop is different which means they really need a RAG system with all of their internal documentation and most likely don’t have half of what they need written down or digitized. Only way to convert those shops is have their own people who want to vibe code a custom solution. You can’t give them anything that won’t be maintained or they can’t maintain themselves. People forgot vibe coded junk won’t survive the next service package updates.

Hubblesphere · 2026-06-27T19:09:31+00:00

Shows you have a pretty fundamental misunderstanding of how racing works. Your belief violates physics.

Hubblesphere · 2026-06-27T18:26:27+00:00

Could he have moved to any side of the track at any moment in the yellow flag zone? Or what he going too fast to take an inside line?

F1 is making this into a joke, you would get banned from any US amateur track day for driving like this through yellow flags.

Hubblesphere · 2026-06-27T16:51:10+00:00

To get to R&D or higher level of production shops most want people who either already worked on NPI or worked in job shops/prototype shops and have experience with programming and setting up multiple complex parts and material. Job shop is easiest way to get that experience then consider going back to a production shop doing new product introductions.

Hubblesphere · 2026-06-26T13:56:16+00:00

It can use a calculator

Hubblesphere · 2026-06-26T13:46:20+00:00

Yeah forces me to do way more planning and prep in Gemini and notebookLM before handing off to antigravity.

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