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Paradigm Research Partner: Crypto Research Will Enter an Era of Long-term Gradual Improvements

Dan Robinson, a partner at Paradigm and a lawyer and developer, stated that the next era of crypto research will not be characterized by large breakthrough projects like the "Manhattan Project," but rather by long-term, stable, and retrospectively obvious incremental improvements.

He believes that future research will focus on continuously refining existing protocols, optimizing mechanisms, and practical implementation, rather than pursuing a single high-risk revolutionary breakthrough.

In terms of market mechanisms, funding for crypto R&D is shifting from high-risk frontier experimental projects to robust iterative optimizations and infrastructure enhancements. Long-term research teams supported by institutions like Paradigm will benefit, while laboratories and high-valuation conceptual projects that pursue a single grand narrative will face pressure, with capital concentrating on projects that demonstrate sustained execution and engineering implementation.

Source: Public Information

ABAB AI Insight

Dan Robinson, as a core researcher at Paradigm with a background as both a developer and lawyer, has previously participated in the mechanism design of protocols like Uniswap and Optimism. His viewpoint continues his long-term observation of the crypto industry transitioning from a "narrative-driven" approach to an "engineering-driven" one.

In terms of capital pathways, research resources will shift from the single-breakthrough "Manhattan Project" style of burning cash to a multi-threaded, incremental approach. Funding will focus on protocol performance, security audits, cross-chain interoperability, and optimizing actual user experience, with the strategic goal of building truly resilient underlying infrastructure through long-term compounding improvements.

Similar cases include Bitcoin's continuous minor improvements since 2009 (such as SegWit and Taproot) and Ethereum's multi-stage long-term evolution from PoW to PoS, rather than achieving everything at once. The current crypto industry is in the early stages of transitioning from the high-concept narrative cycle of 2021-2025 to a phase of pragmatic engineering refinement.

Essentially, this reflects a concentration of capital: crypto innovation is shifting from radical breakthroughs to robust iterative reconstruction. The mechanisms are driven by increased industry maturity and actual adoption needs, where the failure costs of single high-risk projects are too high, leading to a concentration of pricing power from "Manhattan Project"-style laboratories to institutions and teams capable of long-term engineering execution and continuous improvement, while also bringing a healthier and more sustainable development path to crypto technology.

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3 min read
·15d ago
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