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Discovery Loop

Automating the experimental loop — AI that proposes, runs and learns from thousands of experiments in ML, science and engineering
Discovery Loop is a Palo Alto AI research lab, structured as a Delaware public benefit corporation, founded in August 2026 by Jeff Dean, Sanjay Ghemawat, Quoc Le and Oriol Vinyals — who left Google together, Dean after 27 years as its chief scientist. Its stated mission is to "automate machine learning, science, and engineering to accelerate discoveries and progress": systems that use frontier models and large-scale compute to rapidly propose, run and learn from thousands of experiments in parallel, closing the experimental loop rather than assisting a human through it. The launch round was co-led by Radical Ventures and Khosla Ventures with Lightspeed, Kleiner Perkins and Doerr Capital participating; Alphabet is a founding investor and cloud partner supplying compute for at least the first year. Neither the round size nor a valuation was disclosed. Business Insider subsequently reported the company in talks for about $1B at roughly a $10B valuation and then, on 2026-09-11, seeking around $50B — both unclosed, so this entry carries no valuation mark.
AI 📍 Palo Alto, CA Founded 2026
Current Valuation
Private
PRIVATE

QL Price

$50B
0% vs last round
QuantLogix's current estimate for Discovery Loop, published 2026-10-27 — in line with the last disclosed round of $50B (2026-09).
Confidence
low
Basis
round anchored
What backs this price
Last disclosed round $50B 2026-09 weight 0.9
How this price has held up
No round has priced for Discovery Loop since QuantLogix began publishing a price for it, so there is nothing to grade yet. The claim above is on the record from 2026-10-27 and will be graded against the next priced round. See the full accuracy record →
How to actually get exposure to Discovery Loop →
Which publicly-traded funds already hold it, what $10,000 buys, and whether any route is open to you.
Cite this price as QuantLogix QL Price, Discovery Loop, 2026-10-27 (494259e682d69287). The id pins this exact claim, so a citation stays checkable after the price moves. Model estimate for research — not a quote, target price, or investment advice.

IPO Outlookprivate

Is Discovery Loop going public?
No. Discovery Loop is private and has not filed to go public. There is no S-1 on file.
What is Discovery Loop's valuation in 2026?
No confirmed valuation is on record for Discovery Loop. The roster shows funding and investors where they are public; it does not estimate a mark.
Has Discovery Loop filed an S-1?
No public S-1 is on file for Discovery Loop.
Who are Discovery Loop's investors?
Discovery Loop's investors include Radical Ventures, Khosla Ventures, Lightspeed Venture Partners, Kleiner Perkins, Doerr Capital, Alphabet.
Is Discovery Loop publicly traded — can you buy Discovery Loop stock?
No. Discovery Loop is a private company — its shares are not listed on any exchange and there is no ticker. The routes to exposure are pre-IPO secondary marketplaces and funds (accredited investors), employee tender offers when the company runs one, and public companies with read-through exposure. QuantLogix maps every route it can verify for Discovery Loop on its Pre-IPO Access Desk.
How to actually get exposure to Discovery Loop →
Answers are derived from the roster record shown on this page — filing status, last round and confirmed marks. Where the record is silent, the answer says so rather than guessing.

Company Profile

Founded
2026
HQ
Palo Alto, CA
Employees
Lean team (not disclosed)
Growth
Pre-revenue research lab
IPO Status
private

Fundraising Status

Seed (launch round, terms undisclosed) · 2 mo ago
private1 disclosed rounds

Funding History

RoundAmountDateLead InvestorPost-Money
Seed (launch round, terms undisclosed)—Aug 2026Radical Ventures & Khosla Ventures (co-led)—

Vertical Intelligence — AI / ML

Open models
0
Downloads (30d)
0
across all models
Followers
1
Attributed to Hugging Face organization "Discovery Loop" as of 2026-10-21. Open-weights footprint only — closed-model usage is not publicly measurable. Verify on Hugging Face ↗

Talent Signal

Hiring trend
▶ Hiring steady
0% vs 2026-09
Open roles
1
via ashby
Product-build share
0%
engineering, research, product, design
Trajectory
steady
go-to-market push — Only 0% of open roles build product — hiring is concentrated in sales/marketing/ops (1 of 1 open roles are other).
Actively hiring with no tracked executive churn.
Open roles by month
Open roles by month1Sep '261Oct '26
Open roles by function
Open roles by functionOther1
■ product-building   ■ go-to-market / G&A
Member of Technical Staff
Counted from Discovery Loop's live job board as of 2026-10-11; role functions classified from posting titles. Open-role counts are an activity signal, not headcount. Refreshed monthly.

Founders & Key People

Jeff DeanSanjay GhemawatQuoc LeOriol Vinyals

Investors

Radical Ventures · Khosla Ventures · Lightspeed Venture Partners · Kleiner Perkins · Doerr Capital · Alphabet

Products

  • Automated experimental-loop system for ML, science and engineering research (in development; unnamed)

Competitors

Recursive · Lila Sciences · Periodic Labs · FutureHouse · Google DeepMind · Sakana AI
AIAI Research LabAI for ScienceAutomated ResearchPublic Benefit Corporation
Private-company numbers are not real-time. Reflects publicly disclosed valuations from press releases, news reports, and tender offers as of recent date. Refreshed quarterly.