#time series forecasting

AI Business

Time Series Interviews: 20 Questions That Cut Through the Hype

ML interviews love time series traps. This 20-question guide skips fluff for the gut punches that separate posers from pros. But is it enough to survive the hype machine?

AI Hardware

PatchTST: The Transformer That 'Listens' to Time Series — Or Just Patches Over the Hype?

Silicon Valley's latest Transformer twist claims to 'listen' to time series data like no other. But after 20 years watching this circus, I'm asking: who's cashing in, and does it even work outside benchmarks?

AI Hardware

LLM Embeddings in Stock Forecasts: Hype or Hidden Edge?

Everyone's shoving LLMs into everything these days, even stock predictions. But do embeddings from financial headlines actually sharpen time series forecasts, or is it just fancy noise?