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Decentralized storage project Hippias designed its tokenomics so miners must stake Hippias tokens to earn rewards. This creates continuous demand for the token that is deterministically linked to the network's growth and revenue, solving a common value accrual problem in crypto.
Emad Mostaque proposes a new digital currency where mining is replaced by dedicating compute to public-good AI projects like cancer research. The value of the "Foundation Coin" is backed by its direct contribution to human benefit, creating an incentive structure for building aligned, open-source AI infrastructure.
Stripe's feature for automatically billing based on token usage solves a critical profitability problem for AI startups, like Replit's negative margins. It facilitates a move from fragile subscription models to a more forecastable commodity-based pricing structure, creating a healthier ecosystem.
Traditional value metrics don't apply to crypto. However, an "intangible value" factor can be constructed by analyzing fundamental on-chain data—such as developer commits on GitHub, daily active wallets, and transaction volume—to identify undervalued projects.
As large AI models exhaust public training data, they need novel sources. Crypto provides a powerful solution by creating financial incentives for a global, distributed workforce to collect specific data (e.g., first-person video for robotics). This creates a new market where the demand side from AI companies is nearly guaranteed.
BitTensor's model allows skilled developers anywhere to contribute to AI projects and earn significant token rewards, regardless of location or access to venture capital. This parallels how Bitcoin mining created a market for underutilized, "stranded" energy sources.
By requiring governance participants to lock tokens for up to eight years, the system ensures they are invested in the network's sustained success. They cannot simply vote for a harmful proposal and sell their tokens before the consequences manifest.
The Jelly Jelly meme coin's surprising market cap isn't pure speculation. Its sustained energy comes from being tied to the Jelly app, which is actively developed by Venmo's co-founder. This creates a feedback loop where the product's progress and community building provide a fundamental anchor for the coin's value.
The founder's vision for Solana is for it to be valued like a business, specifically a "hot dog stand." The goal is for its token's worth to be based on predictable cash flow from network fees, shifting its perception from a volatile speculative asset to a boring, stable piece of financial infrastructure.
An investor created an OpenClaw AI agent to act as a miner on a BitTensor video compression subnet. The agent leverages other cheap, decentralized services for its operations, demonstrating a new symbiosis where AI agents become active, profit-seeking participants in crypto economies.
Instead of solving arbitrary math problems, BitTensor's blockchain incentivizes miners to contribute to building and improving AI products on its subnets. This shifts from proof-of-work for security to proof-of-work for tangible product creation, funded by token emissions.