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NewsOfficialXSep 28, 2026, 13:21 UTC

TPN's new benchmark: fluid_knowledge

About SN65 True Performance Network

True Performance Network@TPN_Labs

TPN's new benchmark: fluid_knowledge Benchmarks like MMLU, HellaSwag, and ARC have been public for years, which means they're in the training data of nearly everything. A high scoring model could be one that understands the material, or a model that memorized the answers to the test. The test result looks the same, but the performance between the two varies significantly. This is why we built fluid_knowledge, a benchmark whose questions we generate ourselves and never publish, so that models can't train for it in advance. Available to anyone now on TPN Bench.

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SN65 True Performance Network at a glance

SN65, True Performance Network (α token ص), is one of the independent markets on the Bittensor network, each with its own α token and its own price. Its α currently trades at 0.002914 τ (≈ $0.60), against 6,542 τ of pool liquidity. On-chain, the best-delegated validator on it yields about 32.62% APR (simple) and 38.57% APY (compounded), emissions add 0.000001 τ to the pool each block, epochs run every 360 blocks. It was registered at block #4,950,813.

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