đ Rethinking How We Make Sense of Complex Problems
đ Rethinking How We Make Sense of Complex Problems
𧩠When old systems fail
Traditional systems are failing us. Centralized, bureaucratic approaches worked when problems were simple and clearly defined. But today's interconnected challengesâmisinformation, polarization, institutional decayâare too complex for these legacy models.
The breakdown is accelerating. As problems become more entangled, our old tactics for collective understanding can't keep pace. We're experiencing the consequences in real time.
A new approach is needed. Gitcoin Research proposes a networked epistemologyâa fresh model for how we collectively understand the world that can adapt as quickly as our challenges evolve.
The way we collectively make sense of the world was built for a slower one. Centralization, stratification, bureaucratic control â these tactics work best when the problem is cleanly defined. But when problems become entangled or increasingly complex, these tactics begin to
Who Defines Reality When AI Mediates Human Reasoning?
As a small number of companies become the primary interface between billions of people and information, **epistemic capture** poses a material risk. When AI extends beyond showing us content to actually shaping how we think and reason, this risk becomes existential. The critical question is no longer just about who builds AI models, but **who gets to define reality itself**. **The solution:** Infrastructure that preserves collective sensemaking in human hands, ensuring our agency remains intact as AI becomes more deeply integrated into how we understand the world. Gitcoin Research explores [collective intelligence protocols](https://gitcoin.co/research/collective-intelligence-protocols-for-thinking-together) designed to keep human reasoning at the center of our information systems.
Public Goods Network Shuts Down April 20
**Public Goods Network (PGN) is shutting down on Monday, April 20 at 9 AM EST.** Users have less than 24 hours to withdraw their remaining funds. After the deadline, unclaimed funds will be transferred to the Gitcoin Foundation treasury and cannot be recovered. **Key resources:** - Easy claim app: [pgnclaim.vercel.app](https://pgnclaim.vercel.app/) - [Governance post](https://gov.gitcoin.co/t/temp-check-withdrawing-remaining-fees-from-pgn-back-to-the-gitcoin-foundation-q4-2025/22949) - [Snapshot vote](https://snapshot.org/#/s:gitcoindao.eth/proposal/0x563e16e0e9b5cd722bff424624f391c5a160a7323a56434deca782bfc7c97d22) (passed) - [Claim instructions](https://docs.publicgoods.network/using-pgn/claiming-old-funds) *If you have funds on PGN, withdraw them now before the network closes permanently.*
đ§ Gitcoin GG24 Deep Funding Results
Gitcoin has released the **deep funding update** for GG24's Web3 Tooling and Infrastructure round. **Key Details:** - Projects can now check their qualification status for deep funding - Part of GG24's six-domain structure allocating **$1.8M total** - First round fully designed through structured sensemaking - Focuses on developer tooling and infrastructure projects This represents Gitcoin's approach to directing capital toward critical Web3 development needs. [Check qualification status](https://gov.gitcoin.co/t/deep-funding-gg24-web3-tooling-and-infra-round/25040)
Gitcoin Pivots to Lean Experimentation Model for 2026
Gitcoin has outlined a strategic reset for 2026, moving away from its previous approach to focus on three core principles: **The AAA Framework:** - **Alignment**: Fund projects that advance human thriving - **Alpha**: Identify and attract high-potential builders - **Accelerate**: Operate with small, efficient teams **Coalition-First Funding** The platform will require projects to demonstrate 60-70% funding from external sources before receiving Gitcoin support. This approach aims to surface builders with genuine community backing through the upcoming GG25 round. **Experimental Approach** Rather than committing to large-scale initiatives, Gitcoin will run low-budget, time-limited experiments throughout 2026. The organization will only pursue recapitalization and scaling after these experiments show clear traction and legitimacy. This represents a significant shift from Gitcoin's previous grant-making model, emphasizing validation and external support over direct funding. The strategy suggests a more cautious approach following lessons learned from past rounds. [Read the full strategy](https://gov.gitcoin.co/t/gitcoin-2026-strategy-tl-dr/25049/1)