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ANN recall vs its actual relevance in RAG - how to properly debug?

BACKGROUND
1 SIGNALFIRST DETECTED 24 March 2026
Narrative synthesis pending — 1 signal collected.
How the story developed
Other feeds and industry voices
13 May
Most RAG apps in production are confidently wrong and nobody talks about this enough

<!-- SC_OFF --><div class="md"><p>Been working with a few teams integrating RAG into internal tools, support bots, document Q&amp;A, contract search, and I keep running into the

OPINION · WHEN · ArtificialInteligenceOPEN STORY
26 Mar
[R] Interested in recent research into recall vs recognition in LLMs

<!-- SC_OFF --><div class="md"><p>I've casually seen LLMs correctly verify exact quotations that they either couldn't or wouldn't quote directly for me. I'm aware that they're

OPINION · WHAT · MachineLearningOPEN STORY
10 Sept
Is DeepSeek V4.1-Flash’s SWA replay a free lunch, or does recall drop when the local KV is rebuilt?

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1wcywl4/is_deepseek_v41flashs_swa_replay_a_free_lunch_or/"> <img alt="Is DeepSeek V4.1-Flash’s SWA replay a

OPINION · WHEN · LocalLLaMAOPEN STORY
16 Aug
How can we solve long-range recall in linear attention? [D]

<!-- SC_OFF --><div class="md"><p>Recently, I started working on DNA sequence modeling and decided to explore <strong>linear attention</strong>, mainly because DNA sequences can

OPINION · HOW · MachineLearningOPEN STORY
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