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Video semantic fidelity (SF), a metric that quantifies how well a compressed video preserves the semantic content of its source, is introduced and shows that SF correlates more strongly with human judgments than conventional video metrics.
SemDHT is presented, a certified semantic index for discovering agent-accessible capabilities over exact-key DHTs, and a two-layer semantic sketch uses coarse cells to group nearby descriptors and residual codes to narrow candidate selection.
TISC is proposed, a text-driven image semantic communication framework tailored for faithful reconstruction that decomposes semantic extraction into global scene, background, and object-level attribute descriptions, covering spatial position, shape/pose, color, material, and other physical attributes for each detected...
Results show that, for generative workloads, end-to-end latency is dominated by task execution rather than settlement confirmation, and that keeping negotiation and delivery off the settlement backend reduces per-session settlement cost by approximately 51\% relative to a more on-chain baseline.
It is argued that broadcast is no longer a control-plane relic: it is time for Wi-Fi standards to treat it as a high-throughput data-plane citizen.
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