Artificial Atlas

Who is betting on what in AI, and against whom.

Investors

General Catalyst

Kind
vc
Rounds
7, led 4
Rounds joined
$1.40B in total size

Camp exposure

Physics AI
3 rounds, led 1
World models
2 rounds, led 1
Other substrates
1 round, led 1
LLM scaling
1 round, led 1

Labs backed

Frontier ComputingWetware: lab-cultured neurons as a compute substrate; $10M pre-seed, Y Combinator S26.
General IntuitionGameplay data as the road to world models.
Lila SciencesScientific superintelligence via automated experiments.
MistralEuropean open-weight frontier.
MoonvalleyLicensed-only video model for film.
PhysicsXLearned physics surrogates for engineers.

Rounds

DateLabCampAmountKindValuationRoleSource
Sep 2026Frontier ComputingOther substrates $10Mpre-seed led Wowtale
Jun 2026PhysicsXPhysics AI $300MSeries C $2.40B post-moneyjoined PhysicsX
Oct 2025General IntuitionWorld models $134Mseed joined TechCrunch
Jul 2025MoonvalleyWorld models $84Mfunding round led Business Wire
Mar 2025Lila SciencesPhysics AI $200Mseed joined PR Newswire
Jun 2024MistralLLM scaling $640MSeries B $6.20B post-moneyled TechCrunch
Nov 2023PhysicsXPhysics AI $32MSeries A led PhysicsX