Ethereum co-founder Vitalik Buterin has introduced a new model for incentivizing content creators, combining DAOs with prediction market mechanics.
How I would do creator coins
— vitalik.eth (@VitalikButerin) February 1, 2026
We've seen about 10 years of people trying to do content incentivization in crypto, from early-stage platforms like Bihu and Steemit, to BitClout in 2021, to Zora, to tipping features inside of decentralized social, and more. So far, I think we have…
“The key difference between 'incentivizing creators' in the 2000s and today is that back then, the main issue was a lack of content. Now, there is an abundance of content; AI can generate an entire metaverse for just $10. The problem is quality. Therefore, your goal should not be to incentivize creation, but to identify good content,” he wrote.
As a solution, Buterin proposed a model where users issue tokens and apply to join themed, curated DAOs. Participants in these organizations will decide which materials to accept.
“We should take inspiration from the Protocol Guild model: there are N participants who can (anonymously) vote to accept new members and exclude existing ones. If N exceeds ~200, consider automatic splitting,” the programmer explained.
This model incorporates prediction markets: participants bet on which authors or content the system will approve. They act not as a driving force of popularity, but as “forecasters” helping to discover talent.
For example, Buterin cited the platform Substack, which manually selects and supports authors.
“Their launch process was very involved: they deliberately invited quality creators to the platform, guided by a clear vision of the intellectual environment they wanted to create, even providing selected authors with guaranteed income,” he noted.
Once accepted into the DAO, the organization can buy back and burn a portion of the content creator's tokens. This will reduce the overall supply and create scarcity, potentially increasing the asset's value. The rise in price will serve as a direct reward for the content creator.
New On-Chain Mechanism
The community has supported the concept but pointed out the challenges of implementation. Buterin countered, noting that future on-chain mechanisms will generally be built on a two-layer structure that separates execution responsibility from preference formation.
I actually don't think it's complicated.
— vitalik.eth (@VitalikButerin) February 2, 2026
IMO the future of onchain mechanism design is mostly going to fit into one pattern:
[something that looks like a prediction market] -> [something that looks like a capture-resistant, non-financialized preference-setting gadget]
In other… https://t.co/VutSyEI8Fd
The first layer he highlighted is the execution layer—an open structure similar to prediction markets. It maximizes accountability: anyone can participate, correct decisions yield profits, while mistakes incur losses.
Buterin called the market the best tool for creating “decentralized executive power” in a permissionless environment. In some cases, this layer may be centralized but must have the option for replacement.
The second layer is the preference-setting layer, which is decentralized and resistant to capture. Its main goal is to create an environment driven by intrinsic motivation rather than financial gain.
This layer should not be token-oriented, as token holders do not represent a plurality of opinions, and coins can be bought for a 51% attack. Voting should be anonymous and protected against collusion (e.g., through MACI). This layer is responsible for forming preferences and evaluating the performance of the execution layer.
“The clear separation into these two layers—(i) what performs execution, (ii) what determines preferences and judges the executor(s)—is the optimal approach,” Buterin emphasized.
Recall that in January, Ethereum co-founder criticized existing DAOs and called for their reform.