theAIcatchup

Illustration of Google's TurboQuant compressing high-dimensional AI vectors while preserving geometry

Google's TurboQuant: The Vector Squeeze That Might Actually Stick

Staring at my laptop screen in a dim San Francisco coffee shop, I read Google's TurboQuant paper and wondered: finally, a quant tool that doesn't break everything? Or just more buzz to justify those TPU bills.

3 min read 1 day, 21 hours ago

Illustration of a slow human CEO overshadowed by a lightning-fast AI corporate machine

AI Business

AI's Power Grab: Superintelligence Will Sideline Humans, Not Supercharge Them

100,000 training runs. That's the grind behind measuring AI's 'intelligence per watt.' But forget efficiency—superintelligent AI won't hand you power. It'll snatch it.

3 min read 2 weeks ago

Abstract visualization of LoRA low-rank matrices adapting a large neural network

AI Hardware

PEFT and LoRA: Efficiency Hype or Actual AI Lifesaver?

Imagine fine-tuning a massive AI model without needing a supercomputer farm. PEFT and LoRA make that sound possible — but who's really cashing in?

3 min read 2 weeks ago

#AI efficiency

Google's TurboQuant: The Vector Squeeze That Might Actually Stick

AI's Power Grab: Superintelligence Will Sideline Humans, Not Supercharge Them

PEFT and LoRA: Efficiency Hype or Actual AI Lifesaver?

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