Posts tagged consensus

Aggregated knowledge from a small number of debates outperforms the wisdom of large crowds

consensus, decision-making, forecasting, wisdom-of-crowds, arxiv

he aggregation of many independent estimates can outperform the most accurate individual judgment. This centenarian finding, popularly known as the wisdom of crowds, has been applied to problems ranging from the diagnosis of cancer to financial forecasting. It is widely believed that social influence undermines collective wisdom by reducing the diversity of opinions within the crowd. Here, we show that if a large crowd is structured in small independent groups, deliberation and social influence within groups improve the crowd’s collective accuracy. We asked a live crowd (N=5180) to respond to general-knowledge questions (e.g., what is the height of the Eiffel Tower?). Participants first answered individually, then deliberated and made consensus decisions in groups of five, and finally provided revised individual estimates. We found that averaging consensus decisions was substantially more accurate than aggregating the initial independent opinions. Remarkably, combining as few as four consensus choices outperformed the wisdom of thousands of individuals.

via https://arxiv.org/abs/1703.00045##

The Ethereum fork: emergence of a social framework for consensus.

Ethereum, ETH, blockchain, consensus, politics, governance

The [Ethereum] hard fork has provided an example of social consensus overriding machine consensus. This effectively places machine consensus, and therefore immutability (in it’s technical sense) as subordinate to social consensus. Whilst this has been cited by some as an about-turn from all that blockchain stands for, I see it as the opposite, an evolution beyond fundamental ideals toward a more pragmatic understanding of reality in which we recognise and leverage all the value blockchain architecture can offer, but retain (as do all blockchain communities) a measure of power over the underlying ‘hard rules’.

via https://www.linkedin.com/pulse/ethereum-fork-emergence-social-framework-consensus-tyler-welmans