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Keenable AI Open-Sources NEEDLE: A Live Search Benchmark That Rebuilds Its Query Set Every Hour

This story is from 2026-08-31. It is preserved in the archive; the latest stories are on the live feed.

How do you benchmark a web search API when the thing being tested can read the answer key? A search agent has a fetch tool. If the gold labels sit in a public dataset, the agent can download them mid-evaluation and skip retrieval entirely. A similar problem arises when the answers are already encod…

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Timeline · 2 reports

  1. 2026-08-31 23:55 · r/machinelearningnews
    Keenable AI Open-Sources NEEDLE: A Live Search Benchmark That Rebuilds Its Query Set Every Hour
  2. 2026-08-31 23:43 · MarkTechPost
    Keenable AI Open-Sources NEEDLE: A Live Search Benchmark That Rebuilds Its Query Set Every Hour

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