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Edo Liberty

Chief Scientist · Pinecone · 20.6K followers · LinkedIn benchmark, last 12 months (original)

Pinecone company report →
data ends 2026-07-01

Report card vs prior 12 months

Avg eng/post

55

-41%

Median eng/post

37

-45%

Posts/wk

0.6

-14%

Total eng.

1.7K

-50%

Trend (monthly — bars are posts, line is avg engagement per post)

Top categories

  • Industry Insight — smart avg 53.6 across 10 posts (1.4× typical)
  • Product Update — smart avg 52.4 across 10 posts (1.4× typical)

Top posts

  • 2025-12-04 · Edo Liberty · Product Update205 eng. (192 likes · 9 comments · 4 shares)

    We made hamming distance scans ~30% faster. I wrote the first C/C++ implementation of hamming similarity approximation for v0 Pinecone in 20…

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  • 2025-12-11 · Edo Liberty · Personal Story154 eng. (136 likes · 14 comments · 4 shares)

    I was a skeptic about LLMs doing true cutting edge research. I’m no longer. Here is what I did. In 2013, while at Yahoo, I received the Best…

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  • 2026-02-05 · Edo Liberty · Personal Story146 eng. (130 likes · 16 comments · 0 shares)

    My son loves D&D and hates being the dungeon master. So did I as a kid. But, unlike my father, my son's father has AI... So, I spend a coupl…

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  • 2026-01-04 · Edo Liberty · Industry Insight111 eng. (99 likes · 8 comments · 4 shares)

    Stop reposting science slop! (please!!) Littering pollutes our physical space. Slop pollutes our digital space. The new models and agents ma…

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  • 2026-03-03 · Edo Liberty · Hiring / Recruiting110 eng. (98 likes · 7 comments · 5 shares)

    I’m hiring scientists who want to work with our key customers on search, models, algorithms, AI-IR, RAG, evals, and more. https://lnkd.in/er…

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2025-09-30 → 2026-09-30 · Benchmark by Imagine AI · methodology at benchmark.imagineai.me/dashboard/methodology