When @rgvrmdya was at @protocollabs, he was building AI/ML models to detect fraud & incentives abuse on @filecoin. But finding and accessing off-chain data? Super tough. His wild vision: Crowdsource DePIN data for AI/ML models, coordinate the pipeline on-chain, and incentivize it all with utility tokens. That spark ignited @repponetwork. 🚀

@rgvrmdya @protocollabs @Filecoin They pivoted from DePIN to pure AI focus, but the core thesis never wavered: Leverage crypto incentives to crowdsource *valuable* training data at scale. No more scraping the web. Just pure, incentivized signals.

Tomorrow, @repponetwork hits mainnet with a fair launch at UTC -8. It turns the process of crowdsourcing data and labeling + annotation into a prediction market with the highest-signal, verifiable training data. Every vote, every lock-up: Fuel for frontier models and agents, fine-tuning jobs, and even ML training pipelines.

@rgvrmdya @protocollabs @Filecoin Why now? The Internet has already been scraped and AI models and agents are starving for post-training data. • Synthetic data? Hits hard walls. • Crowdsourced labeling? Noisy, slow, and insanely expensive.

@rgvrmdya @protocollabs @Filecoin Enter Reppo: Synthetic 48-hour prediction markets. Users lock tokens & vote to predict content quality. Votes are hidden on-chain. Correct bids get rewarded. They are baking verified human feedback into datasets. No noise. Just truth, crowdsourced & on-chain.

@rgvrmdya @protocollabs @Filecoin Spun out of @protocollabs in 2024 with PLVS as a co-founder, Reppo's been battle-tested.

@rgvrmdya @protocollabs @Filecoin For @ProtocolVC_ , this is reflects our thesis: Crypto incentives coordinating humans globally to produce AI's scarcest resource, the fuel for intelligence and data sovereignty

@rgvrmdya @protocollabs @Filecoin @ProtocolVC_ Huge congrats to @rgvrmdya and the entire @repponetwork team. Disclaimer: This post is for informational purposes only and is not investment advice. Digital assets involve high risk, including loss of principal. Past performance isn't indicative of future results.