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Massive Compute
Frontier GPU clusters for heavy recursive training loops.
Now accepting applications
Accelerating the Intelligence Explosion.
An intensive research incubator for builders pushing the frontier of Recursive Self-Improvement.
- H100s
- cluster access
- 12wk
- residency
- ∞
- capital cap
recursion reactorgen 004
self-modifying loop · running
capability42%
train
evaluate
rewrite
deploy
recursive self-improvement /automated discovery /agentic loops /self-optimizing architectures /compute at scale /frontier systems /recursive self-improvement /automated discovery /agentic loops /self-optimizing architectures /compute at scale /frontier systems /recursive self-improvement /automated discovery /agentic loops /self-optimizing architectures /compute at scale /frontier systems /recursive self-improvement /automated discovery /agentic loops /self-optimizing architectures /compute at scale /frontier systems /
The Frontier
Building systems that build themselves.
Most paths die. One doesn't.
10paths tried04pruned01survives
The next breakthrough won't come from bigger models. It comes from searching harder — thousands of hypotheses tried, most pruned, one that changes everything.
Automated discovery
Let the system propose the next experiment, not just run the last one.
Massive hypothesis search
Try thousands of ideas in parallel. Keep the ones that survive contact with reality.
Ruthless pruning
Dead ends get cut early, so the breakthrough path has room to grow.
If you're building the loop, we provide the launchpad.
The Accelerator
From thesis to breakthrough.
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Uncapped Capital
Pre-seed and seed, zero bureaucratic overhead.
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lab floor11 / 18 benches live
Resident Labs
High-density workspace where optimizers live and build.
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Elite Network
Researchers, safety pioneers, frontier-scale engineers.
Roadmap
Application to breakthrough.
Phase 01 / 04
PHASE 01
Open Call
Background, work, thesis. Rolling review.
- Thesis
- Work samples
- Rolling review
PHASE 02
Deep-Dive Interviews
Technical review with our core research team.
- Technical review
- Core researchers
PHASE 03
The Residency
Build in-house on dedicated compute and capital.
- Dedicated compute
- Uncapped capital
PHASE 04
Showcase Day
Ship your self-improving system to the ecosystem.
- Ecosystem debut
- Ship the loop
01Open Call02Deep-Dive Interviews03The Residency04Showcase Day
Join the Cohort
Build self-improving intelligence.
About 10 minutes·Rolling review·Early applications go first