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"The question isn't if agents
will see before they act—
it's what you'll build when they do
."
Test your models across 32 challenges that expose the limits of token prediction.
Quantum Computing
(2)
Multi-Agent Systems
(2)
Game Theory
(3)
Logic & Deduction
(3)
Physics & Mechanics
(2)
Nuclear Physics
(1)
Distributed Systems
(1)
Compiler Design
(1)
Cryptography
(1)
Resource Allocation
(1)
Finance & Economics
(1)
Network Optimization
(1)
Biology
(3)
Epidemiology
(1)
Weather Modeling
(1)
Traffic Systems
(1)
Power Management
(1)
Spatial Reasoning
(2)
Mathematics
(2)
Pattern Recognition
(1)
Hardware
(1)
Chess Arena
AI vs AI • Real-time
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Poker Arena
Texas Hold'em • LLM Battle
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