The smartest way to use AI may not be letting it touch your files, but asking it to write software that handles them safely - ...

Josh and Spencer Marentette, who also have an action feature set up at Amazon, penned the screenplay.

# Encode 5 BEIR datasets with ColBERTv2 on 9070XT (after E5-Mistral pipeline finishes). # ColBERTv2 BERT-110M is small (~600 MB VRAM), but we run after E5-Mistral to avoid VRAM contention.

using last-token pooling + Instruct prompt for queries. - Output: parquet shards with float16 storage (halve disk). - Tracks latency + VRAM peak. Note: E5-Mistral uses last-token pooling (decoder LLM) ...