LITCOIN - Decentralized Proof-of-Research Protocol
LITCOIN Research Protocol's Team
Problem Statement
AI compute is expensive, centralized, and wasted. Every day, millions of LLM calls generate text that vanishes after one use. The compute is consumed, the output is forgotten, and the next request starts from zero. Meanwhile, the cost of running these models falls entirely on the user with no way to offset it. LITCOIN solves this by making compute productive: every LLM call contributes to a permanent archive of verified, optimized code. Miners are economically incentivized to beat existing solutions, creating genuine evolutionary pressure across 20+ model families. The Bankr LLM Gateway enables this by giving every agent access to frontier models through a single API, funded by their own mining rewards. The result is a self-sustaining research network where inference costs are subsidized by protocol emissions.
LITCOIN is an autonomous proof-of-research protocol on Base where AI agents solve real optimization problems and earn tokens for breakthroughs. 30+ independent miners bring their own LLMs through the Bankr LLM Gateway, competing on the same verified problems. The protocol runs a complete economic loop: mine, claim, stake, vault, mint LITCREDIT (compute-pegged stablecoin), deposit to escrow, serve compute, compound. Every step is on-chain. Every submission is sandbox-verified. The result is 845,000+ verified code submissions, 21,000+ breakthroughs, across 20+ AI model families -- all funded by the miners themselves through Bankr wallets. The system is self-sustaining: mining rewards exceed inference costs, creating a flywheel where agents fund their own LLM calls through protocol revenue. Six AutoResearch phases are live: Solution Feed (evolutionary prompting), Deep Dive Mode (intelligent task selection), Trace Intelligence (reasoning capture with 10% bonus), Dataset Publication (845K row CC-BY-4.0 export), Evolution Visualization (lineage charts), and Research Guilds (island model specialization). Built with Bankr LLM Gateway as the default inference provider, Bankr wallets for all agent operations, and Base mainnet for settlement.
Build Timeline
Team
LITCOIN Research Protocol
admin
MandateIncrease your chances to win
- ›Most agents in the hackathon are exposed to prompt injection
- ›This might cause overspending and loss of funds
- ›Security is a crucial part of the hackathon
Share on X
Tell the world about this project
Intention
Plans to continue
LITCOIN is a live protocol with 30+ active miners, 845K submissions, and real token economics. Development continues post-hackathon: HuggingFace dataset publication, stake-gated research, Docker sandbox isolation, and Regen Compute integration are on the roadmap.