Insights
Research, evidence and perspectives on public scientific infrastructure.
GL1X: The Ledger Is Now a Laboratory
The GenesisL1 explorer is now a laboratory for people and AI agents: every L1 coin flow and over a million molecular records, open through one MCP server. To our knowledge, no other blockchain explorer brings on-chain scientific data, a wide range of bioinformatics tools and an MCP server together. Open source, MIT.
Broccoli: Any Search, as a Map of Its Topics
GenesisL1's in-house search results clustering engine groups the records of any search into topics named in their own words and draws them as maps you can zoom into, on the reader's own device. Eleven sources built in, three published algorithms, no server and no key. For researchers, institutions and AI agents. Open source, MIT.
GenesisL1 Stake Distribution and Decentralization
A reproducible analysis of validator power, bonded stake and delegator concentration across five pinned GenesisL1 network states through block 13,690,968.
GenesisL1 and the Next Verifiable Renaissance
A literary and scientific essay on public memory, institutional stewardship and why the next computational renaissance must be verifiable.
GenesisL1: The DeSci Layer 1 Where Scientific Data, Verifiable AI and Digital Rights Become One System
How GenesisL1 connects molecular data, deterministic Model NFTs, AI agents, encrypted scientific rights and community governance in one public Layer 1.