@sci.xplore on Instagram: "Lubricants play a vital role in machinery by reducing friction between moving parts, helping prevent excessive wear and extending component life. They also absorb and disperse heat produced during operation, protecting machines from overheating. Acting as a protective shield, lubricants guard against corrosion, dust, dirt, and moisture. With smoother movement and fewer breakdowns, they ensure better efficiency, reliability, and safer machine performance. ⚠️ Copyright D

Maxim on Instagram: "Apple’s CLaRa system fundamentally reimagines RAG architecture by solving the semantic similarity problem that plagues traditional retrieval systems. Standard RAG approaches chunk documents, create static embeddings, and hope queries match semantically similar content—a critical flaw that forces workarounds like HyDE and query decomposition. CLaRa eliminates this by transforming documents into Memory Tokens: compressed representations of pure content stripped of filler and s