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Sciloop

Pre-Seed
sciloop.devB2BSan Francisco, CA, USA
Market index

Market data is refreshed once per day from public sources. Information may be incomplete or outdated — verify independently before making decisions. This is not investment advice.

Beta

DealFlow OS uses public web data and automated enrichment. Research may be incomplete, outdated, or incorrect. Verify important information before making investment or outreach decisions.

Investor read

Evidence-bound summary — expand sections for movement, risks, and signals.

Memo snapshot · May 20, 2026, 5:52 PM

Beta

DealFlow OS uses public web data and automated enrichment. Research may be incomplete, outdated, or incorrect. Verify important information before making investment or outreach decisions.

What they do

Sciloop — Reasoning Model Data for AI Labs Official site (also sciloop.dev root).

Funding

Raised $500K across 1 funding round. Latest: $500K Seed. Investors: Y Combinator. (High).

Quick read

  • •Sciloop — Reasoning Model Data for AI Labs Official site (also sciloop.dev root).
  • •Reported angle: The Art of Breaking Frontier AI Models
  • •Indexed activity snapshot: 1 funding‑related row(s), 0 hiring‑related, 0 GitHub‑tagged, 2 product/news‑style — scoring reflects corpus coverage only.

Stage

Seed (YC)

Evidence summary

Verified facts

  • •Sciloop — Reasoning Model Data for AI Labs Official site (also sciloop.dev root).
  • •Reported angle: The Art of Breaking Frontier AI Models
  • •Indexed activity snapshot: 1 funding‑related row(s), 0 hiring‑related, 0 GitHub‑tagged, 2 product/news‑style — scoring reflects corpus coverage only.

Recent movers

  • •May 20, 2026 · ycombinator.com — Sciloop | Y Combinator
  • •May 20, 2026 · sciloop.dev — The Art of Breaking Frontier AI Models
  • •May 19, 2026 · Blog / news — Sciloop — Reasoning Model Data for AI Labs
  • •May 20, 2026 · ycombinator.com — Sciloop | Y Combinator
  • •May 20, 2026 · sciloop.dev — The Art of Breaking Frontier AI Models
  • •May 19, 2026 · Blog / news — Sciloop — Reasoning Model Data for AI Labs
  • •Y Combinator

Funding

Raised $500K across 1 funding round. Latest: $500K Seed. Investors: Y Combinator. (High).

Hiring

No hiring/careers evidence indexed (Low).

GitHub

No GitHub‑linked evidence indexed (Low).

Product / news

2 product/news‑styled row(s); headline risk without filings (High).

Traffic / social

No traffic/social evidence indexed (Low).

Funding & hiring signals

funding_articleMay 20, 2026Confidence: high

Sciloop | Y Combinator

YC F25; expert STEM reasoning data for frontier AI labs from IPhO/IMO medalists.

Affected score: yesObserved: May 20, 2026Round: Seed
raisedseed

Open roles (indexed)

No open roles indexed yet.

Failed or blocked links

  • public_page:_pressnot_found
    Last checked Tue, May 19, 06:38 PM

    HTTP 404

  • public_page:_newsnot_found
    Last checked Tue, May 19, 06:38 PM

    HTTP 404

  • public_page:_jobsnot_found
    Last checked Tue, May 19, 06:38 PM

    HTTP 404

  • public_page:_companynot_found
    Last checked Tue, May 19, 06:38 PM

    HTTP 404

  • public_page:_careersnot_found
    Last checked Tue, May 19, 06:38 PM

    HTTP 404

  • public_page:_aboutnot_found
    Last checked Tue, May 19, 06:38 PM

    HTTP 404

  • public_page:customersnot_found
    Last checked Sun, May 10, 11:11 PM

    HTTP 404

  • public_page:pricingnot_found
    Last checked Sun, May 10, 11:11 PM

    HTTP 404

  • public_page:pressnot_found
    Last checked Sun, May 10, 11:11 PM

    HTTP 404

  • public_page:newsnot_found
    Last checked Sun, May 10, 11:11 PM

    HTTP 404

  • public_page:jobsnot_found
    Last checked Sun, May 10, 11:11 PM

    HTTP 404

  • public_page:careersnot_found
    Last checked Sun, May 10, 11:11 PM

    HTTP 404

DealFlow growth score
42.0Limited recent public signal
7D-28%
30D+0%
Needs Review

The score is an algorithmic estimate based on observed public company-level signals. It may be incomplete, stale, or inaccurate and is not investment, legal, tax, or business advice.

Source health

  • public_market_enrichmentok
    Last checked Tue, May 19, 06:38 PM
  • public_page:_blog_the-art-of-breaking-frontier-ai-modelsok
    Last checked Tue, May 19, 06:38 PM
  • public_page:_blogok
    Last checked Tue, May 19, 06:38 PM
  • public_page:_ok
    Last checked Tue, May 19, 06:38 PM
  • public_page:homeok
    Last checked Tue, May 19, 06:38 PM
  • public_page:blogok
    Last checked Sun, May 10, 11:11 PM

DealFlow score momentum

427D -2830D +0
100500
2026-05-20: 42

More runs will build history.

The score is an algorithmic estimate based on observed public company-level signals. It may be incomplete, stale, or inaccurate and is not investment, legal, tax, or business advice.

Signal breakdown

Latest momentum signal per category. Expand a card to inspect raw payloads.

Public source summary

Total evidence rows
4
Latest evidence
Wed, May 20, 05:52 PM

Source types found

blogcompany_sitefunding_articlepress

Strongest / recent news-style rows

  • Sciloop | Y Combinator

    Wed, May 20, 05:52 PM · confidence 88%high quality

    https://www.ycombinator.com/companies/sciloop

  • The Art of Breaking Frontier AI Models

    Wed, May 20, 05:52 PM · confidence 85%high quality

    https://www.sciloop.dev/blog/the-art-of-breaking-frontier-ai-models

Public signal timeline

Newest first · 4 event(s)

1
Wed, May 20, 05:52 PM · press · 85% · verified_publichigh quality

The Art of Breaking Frontier AI Models

Technical blog on evaluation data quality.

Source ↗
2
Wed, May 20, 05:52 PM · company_site · 85% · verified_publichigh quality

Sciloop — Reasoning Model Data for AI Labs

Official site (also sciloop.dev root).

Source ↗
3
Wed, May 20, 05:52 PM · funding_article · 88% · verified_publichigh quality

Sciloop | Y Combinator

YC F25; expert STEM reasoning data for frontier AI labs from IPhO/IMO medalists.

Source ↗
4
Tue, May 19, 06:38 PM · blog · 90% · publichigh quality

Sciloop — Reasoning Model Data for AI Labs

Source: Blog / news

Editorial dispatches on AI evaluation, expert data, and frontier benchmarks.

Source ↗

Official / company site

1 row(s)

company_site·Wed, May 20, 05:52 PM·Confidence 85%high qualityverified_public

Sciloop — Reasoning Model Data for AI Labs

Official site (also sciloop.dev root).

https://www.sciloop.dev/

News

1 row(s)

press·Wed, May 20, 05:52 PM·Confidence 85%high qualityverified_public

The Art of Breaking Frontier AI Models

Technical blog on evaluation data quality.

https://www.sciloop.dev/blog/the-art-of-breaking-frontier-ai-models

Funding / news

1 row(s)

funding_article·Wed, May 20, 05:52 PM·Confidence 88%high qualityverified_public

Sciloop | Y Combinator

YC F25; expert STEM reasoning data for frontier AI labs from IPhO/IMO medalists.

https://www.ycombinator.com/companies/sciloop

Blog

1 row(s)

blog·Tue, May 19, 06:38 PM·Confidence 90%high qualitypublic

Sciloop — Reasoning Model Data for AI Labs

Source name: Blog / news

Editorial dispatches on AI evaluation, expert data, and frontier benchmarks.

https://www.sciloop.dev/blog

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