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search index

3 statements across 3 episodes · 2 bullish · 0 bearish · 3 people on the record · first statement Jul 31, 2025 by Nathan Lambert · across every show →

Everything said about search index, oldest first

Jul 31, 2025 bullish
Prediction Open · timeframe Jul 2030
Lambert: All major frontier AI labs will build their own search indexes
“I think they'll all do end up doing their own index and it should, it's one of those things that's like Google should have an advantage again, but who knows if they do.”
Nathan Lambert Jul 31, 2025 ▶ 24:23 The RLVR Revolution — with Nathan Lambert (AI2, Interconnects.ai)
Feb 12, 2026
Assertion Supported
Dean: Google moved its entire search index into memory in 2001
“So in 2001, we introduced we put our entire index in memory. And what that enabled from a quality perspective was amazing, because before, you had to be really careful about You know, how many different terms you looked at for a query, because every one of the…”
Jeff Dean Feb 12, 2026 ▶ 25:45 The AI Frontier: from Gemini 3 Deep Think distilling to Flash — Jeff Dean
Apr 22, 2026 bullish
Assertion Not checkable as stated
Parakhin: Shopify increased search throughput 5x to 4,200 QPS via auto-research
“Our search recently we moved from, it's hard to win, quote, from 800 QPS to 4200 QPS with the same quality just by pure optimizations and not a research loop that kept Running and changing code in our index surf on the same number of machines, just increasing …”
Mikhail Parakhin Apr 22, 2026 ▶ 29:36 AI-Native Engineering: 100% adoption, 5x search throughput, unlimited tokens — Mikhail Parakhin
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