#AI efficiency
7 stories taggedAI efficiency.
Nvidia's simple algebra trick makes AI model handoffs up to 25 times faster
Swapping between AI models mid-task is brutally expensive. Nvidia researchers found that a basic linear equation can do what previously needed a full restart, cutting costs and wait times sharply.
Four startups betting the next wave of AI runs on something better than transformers
The neural network design powering every major chatbot is hitting real limits. A small group of companies thinks it has found a way around them.
Apple's AI Shortcut: How a 'Draft and Check' Trick Makes Reasoning Models Twice as Fast
Apple ML Research has built a smarter way to speed up AI thinking, one that checks meaning instead of counting exact words. It could cut the cost of running powerful AI in half.
LinkedIn Is Freezing Its AI Data Center Spending for a Full Year
While rivals pour billions into new chips and server farms, LinkedIn says it doubled the efficiency of its existing hardware and saved $24 million in the process.
Cut your AI bill by 40% without touching the model: here is how one company did it
A new study from AI writing firm Writer shows that redesigning the software wrapper around a language model, not the model itself, slashes costs nearly 40% and halves task time.
Apple Is Talking to the Startup That Squeezes Giant AI Into an iPhone
PrismML says it shrunk a 54-gigabyte AI model down to under 4 gigabytes. Apple is paying close attention.
Babies Learn Faster Than the World's Most Powerful AI. Scientists Want to Know Why.
A new test pits cutting-edge AI models against toddler-level perception, and the toddlers win. Researchers say studying infant brains could make AI cheaper, greener, and smarter.