TLDR Tech / Crypto
Rethinking Collaborative Trust for Verifiably Decentralized Blockchain Systems
Blockchain ossification, where nodes form static coalitions to maximize returns, mirrors mining pool dynamics and represents the primary driver of centralization even in systems with distributed resource allocation. The proposed remedy is an incentive layer built on asymmetric Shapley values with DAG-based weighting, rewarding nodes for collaborating with diverse partners over time while penalizing recurring coalitions. The mechanism is Sybil-resistant by construction: a party splitting into pseudonymous identities cannot manufacture collaboration credit because the DAG weighting detects self-collaboration. Efficiency-dependent services may require the ossification this mechanism suppresses, so the framework suits trust-sensitive and creativity-dependent applications rather than high-throughput workloads favoring consolidated architectures.
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