P
Physics World Model

Find SOTA solutions for your scientific problem.

PWM is a public protocol for verified scientific solvers. Browse 1,500+ benchmarks across imaging, physics, chemistry, and applied domains. Use a top-ranked solution on your data, or mine new ones for ranked-draw rewards.

Featured benchmarks

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L3-003

CASSI Mismatch-Only Benchmark Suite (P-benchmark + 4 I-benchmark tiers)

Mismatch
L3-004

CACTI Mismatch-Only Benchmark Suite (P-benchmark + 4 I-benchmark tiers)

Mismatch
Principles
531
Benchmarks
533
Certificates
0
Minting pool
0 PWM
Current phase

U1a polish — making CASSI + CACTI work well

Near-term focus is solver-quality + real-data validation on the two anchors before adding new principles. G4 gate (≥ 20 non-founder L4 submissions) is the only behavioral signal still pending.

See roadmap →

Activity feed

Browse benchmarks →
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How to engage with PWM

1

Use a solution →

Describe your data; the matcher routes you to the right benchmark. See 2 example samples (measurement / ground truth / reconstruction) and run the reference solver on your own input.

live · no wallet
2

Become a contributor →

Mine solutions for ranked-draw rewards (no stake). Or stake PWM to propose new principles, specs, or benchmarks and earn long-tail upstream cuts. Plus 8 Reserve bounties (~1.238M PWM) for competing infrastructure.

4 of 8 bounties open
3

Use AI to author content →

Download MD templates for new principles, specs, benchmarks, or solutions. Paste into ChatGPT/Claude, fill in the blanks, and submit via pwm-node.

new · AI-assisted

Two anchors live today — CASSI and CACTI. Three more (MRI, CT, TEM) arrive after the G4 gate. Full plan + exit signals on the roadmap.