As much as I want this to happen surely it will require software companies to adopt this new code to make use of the algorithm? Or is it some form of hypervisor memory management process which can also compress memory (has been done before).
Six times less RAM needed, or is AI going to be six times better?
I think I'll wait for the bubble to burst then there will be lots of very cheap RAM.
Key-Value caches have been around for years, FreddysHouse runs one and has done for a very long time. That is not new tech, go check Redis - The Real-time Data PlatformThe magic AI crystal ball says this about it
What TurboQuant is
- A new AI memory compression algorithm from Google
- Designed to reduce how much RAM / VRAM AI models need
- Focuses on something called the “key-value cache” (basically the short-term memory AI uses when generating responses)
What it actually does
In simple terms:
- Cuts memory usage by ~6× (six times less RAM needed)
- Maintains accuracy (no noticeable loss in performance)
- Can even speed things up in some cases
👉 Same AI capability, but with way less memory required.