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ALTK-Evolve: How learned memory tops the τ²-bench leaderboard on customer service tasks without a frontier model

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ALTK-Evolve demonstrates that learned memory systems can outperform frontier models on customer service benchmarks, proving that efficient, specialized architectures can achieve top-tier performance without massive computational resources.

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