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Discovery Loop

United StatesScience models and AI scientistsUnited StatesFounded 2026Private

Public-benefit company building AI systems that run whole experimental loops at scale, starting with automating machine-learning research itself.

Disclosed total-
Rounds on record21 in talks
Latest roundundisclosed initial roundFirst round · 2026-08-05
Last stated valuation$50Bstated by Business Insider
Investors named6
Research on recordNone yet

Money and evidence

Moneyeach round in US dollars; ≈ converted at its dateFirst roundRound (unnamed) (talks)
Closed roundIn talksNot on the dollar scale (a range, or no rate)

No research by this company is on the record yet.

Rounds and research, on one timeline

  1. 2026-09-11Round (unnamed)In talks
    Round

    Amount not reported$50B · stated by Business Insider

    Not stated

    Both figures are targets being sought, not closed; Business Insider says terms could change.

    No investor named in the source.

  2. 2026-08-05First round
    Round

    undisclosed initial round

    For: launch; automate ML research first

    Models and platform

    Counsel's notice calls it the 'initial funding round' and says it 'is being co-led'; stage is not named, and no amount or valuation is given.

    Co-lead · Radical Ventures ✓Co-lead · Khosla VenturesLightspeedKleiner Perkins ✓Doerr CapitalAlphabet

    The investor's own page says · Kleiner Perkins: 2026, Early

    The investor's own page says · Radical Ventures: 2026

Research entries are the timeline's graded entries that name this company. A level grades one claim, not the company, and a blank can mean the record has not caught up rather than that nothing was published.

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On the investors' own sites

Investors that name this company on their own site, in a portfolio or their own announcement. A ✓ in a round marks the same investor.

Its investors also backed

Other companies on this page whose rounds name the same investor.