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Jeff Bezos: financial bubbles like 2008 are just bad. Industrial bubbles, like biotech in the 90s, can actually benefit society. AI is an industrial bubble, not a financial bubble – and that's an important distinction. Investors may lose money, but when the dust settles, we still get the inventions. submitted by /u/SunAdvanced7940 [link] [comments]

Everyone is chasing larger context windows (1M+), but the retrieval accuracy (Needle In A Haystack) is still sub-optimal for professional use. I’m theorizing that we’re hitting a physical limit of the Transformer architecture. The future isn't a "bigger window," but a better "active memory" management at the infrastructure level. I’d love to hear some thoughts on RAG-Hybrid architectures vs. native long-context models. Which one actually scales for enterprise knowledge bases? submitted by /u/Foreign-Job-8717 [link] [comments]