Gitcoin
Capturing Value Like a Slime Mold

Capturing Value Like a Slime Mold

How slime mold behavior offers a biomimetic model for DAOs to explore, discover, and capitalize on Web3 funding opportunities through decentralized search.

Type: Opinion
Authors: Owocki
Source: Gitcoin Governance Forum

TLDR

Slime molds explore environments efficiently without central control, suggesting how platforms like Gitcoin can discover and capitalize on Web3 funding opportunities by exploring in parallel, documenting lessons learned, and converging on high-value areas.

Slime Molds: The OG Decentralized Value Networks

Slime molds serve as biomimetic inspiration for DAO design because they operate as networked organisms without brains or central nervous systems. These organisms employ spatial memory and optimized search patterns to locate food sources.

Slime mold exploring its environment to find food sources

When encountering food sources like bacteria or organic matter, slime molds extend tube-like structures (pseudopodia) and leave behind slime trails. These trails function as a memory system, preventing revisits to already-explored areas. The organism extends toward unexplored regions while retracting from nutrient-poor zones, enabling efficient route-finding and maze-solving abilities.

Slime mold leaving behind extracellular slime trails as spatial memory

Application to Capital Allocation

Gitcoin operates within a multidimensional design space containing multiple billion-dollar opportunities for crowdfunding mechanisms.

Multidimensional design space map showing funding mechanism opportunities

The slime mold model suggests two operational modes:

1. Explore

Memory: Learn publicly by documenting findings about the design space so the entire regen ecosystem benefits from collective exploration efforts.

Efficiency: Search efficiently in parallel, remaining lean while exploring new design spaces. The Allo Protocol enables rapid prototyping of new applications within days or weeks.

2. Enrich

When resources are found, slime molds engulf and break them down using enzymes. Key takeaways include:

  • Finding resources requires different tactics than exploiting them
  • Engulf problems and decompose them into component parts
  • Investment scale should match the size of discovered opportunities

Exploration Progress

Three identified resource areas within the design space:

Resource mapping showing QF, RetroPGF, and Direct Grants positioning in the design space

  1. Quadratic Funding (QF) — TAM approximately $20 million annually, located in the democratic and sybil-resistant area
  2. Retroactive Public Goods Funding (RetroPGF) — TAM approximately $40 million annually, in the retroactive design space
  3. Direct Grants — TAM $10-100 million annually, in the "simple" design space area with competitive dynamics

Unexplored regions of the design space requiring further investigation

Future Direction

The evolution moves from quadratic funding toward a pluralistic open source exploration of the design space of onchain capital allocation. The call is to explore unexplored design space areas in parallel with enrichment efforts on known opportunities.

From quadratic funding origins to pluralistic onchain capital allocation

Tags

biomimicrycapital allocationcoordinationexplorationpublic goods

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Updated: 11/28/2023