entity · derived
Scaling
Derived node: assembled mechanically from the claims carrying scaling. A roster, not an adjudicated definition.
Every claim under this term
- 3782198-023 : Peer to peer networks scale more favorably than client server architectures because client server costs increase linearly per unit while peer to peer network costs can decrease with each added node, d
- 3782210-007 : As a network grows its members become more anonymous and individually less important, which makes cheating more locally enticing and less globally noticeable, so the system eventually collapses once c
- 3782214-038 : Direct democracy failed to reflect the will of the group once villages grew into cities, because the information technology of the spoken word imposes a hard limit on how many people can speak and on
- 3782214-040 : Against Eric Raymond's argument that love does not scale, the authors hold that reputation does: weighted democracy, properly measured and aggregated, can scale from valuing local expertise to valuing
- 3782216-004 : Decentralized banking addresses blockchain scaling, because the linear structure of a blockchain means that doubling the number of participants and transactions halves its speed.
- 3808852-008 : Network effects proliferate in peer-to-peer networks because, unlike client-server architecture with linearly increasing per-unit costs, peer-to-peer network costs decrease with each added node.
- 4685567-027 : Because Impact 3.0 growth depends on donor realization, willingness to run parallel tracks, standardization, critical mass of listings, funding sources and credential tracking, only a smaller subset o
- 4734750-036 : A reliable reputation score substitutes for redundant labor: if a high reputation worker completes a task, required duplication can fall from fifteen workers to five or fewer, which is what allows mic
- 4755632-038 : Reputation based market dynamics lower the cost of duplication relative to centralized micro task work: where a reliable high reputation worker completes the task, duplication can fall from fifteen to
- 4755632-041 : Combining decentralized governance with gamification of micro task work is the condition under which gamification does not compromise dataset quality and accuracy, and this combination is what allows
- 4900878-027 : Decentralized governance models such as DAOs answer the criticism that micro level quantum properties do not scale to the macro level, because DAOs demonstrate participatory governance structures that
- 6192998-037 : Citation weighted systems become more secure over time at a faster rate than binary systems, because time to corruption scales superlinearly with accumulated transaction volume.
- 6244278-003 : Because institutional alignment emerges from architecture rather than from exogenous constraint, it scales with capability rather than against it: more capable agents accumulate deeper stakes, which s
- 6244278-016 : Exogenous constraints scale against capability, since more powerful agents require more resources to constrain, producing an ever-increasing alignment tax.
- 6244278-017 : Institutional alignment scales with capability, because a more capable agent accumulates more reputation, holds a deeper stake in the system's integrity, and therefore has stronger alignment with the