Can You Run a Computer Without RAM? Surprisingly, Yes—But You’ll Be Miserable

So far, so futile. Both these approaches are doomed by their respective medium being orders of magnitude slower to access and ...
Hackaday

TurboQuant: Reducing LLM Memory Usage With Vector Quantization

Large language models (LLMs) aren’t actually giant computer brains. Instead, they are effectively massive vector spaces in ...

Huijie Pan Highlights Low-Latency Computing Strategies for Real-Time Hardware Systems

A study outlines low-latency computing strategies for real-time hardware systems, highlighting dynamic scheduling, ...

Is increasing VRAM finally worth it? I ran the numbers on my Windows 11 PC

Is increasing VRAM finally worth it? I ran the numbers on my Windows 11 PC ...

What Google's TurboQuant can and can't do for AI's spiraling cost

What Google's TurboQuant can and can't do for AI's spiraling cost ...

Google's new TurboQuant algorithm speeds up AI memory 8x, cutting costs by 50% or more

Within 24 hours of the release, community members began porting the algorithm to popular local AI libraries like MLX for Apple Silicon and llama.cpp.
The Manila Times

Supermicro Introduces Compact, Energy-Efficient Systems to Accelerate Adoption of Intelligent Edge AI

Purpose-built edge AI systems support real-time inferencing and business-critical workloads across retail, manufacturing, ...

Google's TurboQuant saves memory, but won't save us from DRAM-pricing hell

This is really where TurboQuant's innovations lie. Google claims that it can achieve quality similar to BF16 using just 3.5 ...

Micron: The Peak Everyone Sees Isn't There

Micron Technology, Inc., is a Buy as AI memory demand and HBM lift margins and pricing power; see FY25 results, valuation, ...

Marvell Launches Next-generation CXL Switch, Enabling Memory Pooling to Break Through the AI "Memory Wall"

Marvell Technology, Inc. (NASDAQ: MRVL), a leader in data infrastructure semiconductor solutions, today announced Marvell® ...

What is Google's new AI algorithm that has sent stocks of biggest memory makers plummeting

Google's new TurboQuant algorithm drastically cuts AI model memory needs, impacting memory chip stocks like SK Hynix and Kioxia. This innovation targets the AI's 'memory' cache, compressing it ...