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Vitalik Buterin Proposes Creator DAO Model to Address Crypto Content Quality Crisis

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TLDR:

  • Buterin argues current creator coins reward existing fame rather than surfacing new quality talent. 
  • Substack’s hands-on curation approach succeeds where algorithmic crypto platforms fail at quality. 
  • Proposed DAOs use Protocol Guild structure with anonymous voting and 200-member split threshold. 
  • Creator tokens become prediction markets where speculators forecast DAO membership decisions only.

 

Ethereum co-founder Vitalik Buterin has outlined a new framework for creator incentives in cryptocurrency, moving away from token speculation toward curated communities.

His proposal centers on non-token-based DAOs that prioritize content quality over financial engineering. The veteran developer argues that current creator coin projects fail because they elevate already-famous individuals rather than discovering new talent.

Substack Model Demonstrates Quality-First Approach

Buterin identifies a fundamental shift in content creation challenges over the past two decades. According to his analysis, the early internet faced content scarcity, while today’s landscape drowns in AI-generated material. “In the 20s, there’s plenty of content, AI can generate an entire metaverse full of it for like $10,” he wrote. Quality discovery now matters more than volume production.

The Ethereum founder points to Substack as the most successful creator incentive platform. He notes that top-ranked Substack creators across technology, culture, and world politics categories demonstrate genuine quality.

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“They are on the whole high quality, and contribute positively to the discussion,” Buterin observed. These writers contribute meaningfully to public discourse while representing voices that traditional platforms might not elevate.

Current creator coin projects follow a different pattern. Buterin examined top performers on Zora and BitClout platforms.

Both systems primarily reward individuals with existing high social status. “The top 10 are people who already have very high social status, and who are often impressive but primarily for reasons other than the content they create,” he explained.

Substack’s success extends beyond its simple subscription mechanism. The platform actively curated its initial creator base through hands-on selection.

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Revenue guarantees for chosen writers helped establish a specific intellectual environment. This deliberate approach to platform seeding created lasting value that purely algorithmic systems failed to achieve.

Protocol Guild-Inspired Governance Offers Alternative Path

Buterin’s proposed solution draws inspiration from Protocol Guild’s membership structure. The model features a fixed number of members who vote anonymously to admit or remove participants. When membership exceeds 200 members, the DAO automatically splits into separate entities.

The framework embraces specialization rather than attempting universal appeal. Each DAO should focus on specific content types like long-form writing, music, or educational videos. “Embrace the opinionatedness,”

Buterin advised regarding platform identity. Geographic, political, or ecosystem-specific characteristics can further define community identity. Hand-picked initial members ensure alignment with desired standards and style.

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Creator coins function as prediction markets in this system. Anyone can launch a token, but value accrues only when creator DAOs accept members.

Admitted creators use DAO proceeds to burn their tokens. “Token speculators are NOT participating in a recursive-speculation attention game backed only by itself,” Buterin emphasized. This mechanism transforms speculation into quality prediction.

Token holders succeed by accurately forecasting which creators’ DAOs will accept. They provide valuable discovery services by surfacing promising talent for DAO consideration.

Content creators themselves make final decisions about membership. The system assumes successful creators can recognize quality in others, an observation that generally holds across creative fields.

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US Treasury calls bank CEOs over cyber risks tied to Anthropic’s Claude Mythos model

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The US Treasury secretary, Scott Bessent, has reportedly met with major American bank leaders this week as officials assessed potential cyber threats that Anthropic’s latest artificial intelligence system poses.

Summary

  • Scott Bessent convened major U.S. bank CEOs to assess cybersecurity risks linked to Anthropic’s Claude Mythos AI model following a code leak.
  • The model reportedly uncovered thousands of long-standing software vulnerabilities, raising concerns over misuse by hackers and threats to financial stability.
  • Anthropic’s revenue surpassed $30 billion annualized, driven by enterprise demand, major compute deals with Google and Broadcom, and the growth of its Claude Code platform.

According to reports, Treasury Secretary Scott Bessent brought together senior executives at the department’s Washington headquarters, with Jerome Powell also said to be present. The meeting followed the unveiling of Anthropic’s Claude Mythos model, which the company has described as posing “unprecedented” cybersecurity risks.

Concerns surrounding the model intensified after its code was leaked earlier this month. In a subsequent blog post, Anthropic said advanced AI systems had surpassed “all but the most skilled humans at finding and exploiting software vulnerabilities,” warning that the consequences for economies, public safety, and national security “could be severe.”

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The gathering took place while bank executives were already in Washington for an industry event, with invitations largely extended to leaders of systemically important institutions. Regulators consider these banks critical to financial stability, meaning disruptions to their operations could have far-reaching consequences.

Attendees reportedly included David Solomon of Goldman Sachs, Brian Moynihan of Bank of America, Jane Fraser of Citigroup, Ted Pick of Morgan Stanley, and Charlie Scharf of Wells Fargo. Jamie Dimon of JPMorgan Chase was invited but did not attend.

In his annual shareholder letter released this week, Dimon cautioned that cybersecurity “remains one of our biggest risks,” adding that artificial intelligence “will almost surely make this risk worse.”

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Anthropic said its yet-to-be-released Mythos model has already identified thousands of vulnerabilities across software and widely used applications. As a result, access to the system has been limited to a small group of companies, including Amazon, Apple, and Microsoft.

The move marks the first time the company has restricted a product rollout. Select infrastructure and technology groups, such as Cisco and Broadcom, have also been granted access, along with the Linux Foundation.

The developments come as fears grow that malicious actors could use advanced AI tools to uncover passwords or break encryption systems designed to protect sensitive data.

Anthropic said some of the flaws identified by Mythos date back as far as 27 years and had not been detected by developers or security monitors before the AI system surfaced them.

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The Treasury meeting also follows a recent decision by the US government to classify Anthropic as a potential supply chain risk, a designation the company is currently challenging in court.

Despite the ongoing regulatory scrutiny and a supply chain risk designation from the U.S. Department of Defense, Anthropic has reported unprecedented financial momentum.

In a recent blog post released on April 6, the company said its annualized revenue run rate exceeded $30 billion as of early April 2026, more than tripling from roughly $9 billion at the end of 2025. 

Part of that growth has been driven by new compute partnerships with Google and Broadcom, highlighting rising demand for large-scale AI infrastructure. This agreement secures multiple gigawatts of next-generation TPU capacity to power frontier Claude models through 2027 and beyond. 

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Its agentic coding platform, Claude Code, has emerged as a key contributor, generating more than $2.5 billion in run-rate revenue as of February.

Weekly active users on the platform have also doubled since the start of the year, pointing to rapid adoption of AI-driven development tools as the company shifts its focus toward high-value enterprise agents.

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CFTC Announces Initial Crypto Task Force Members

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CFTC Announces Initial Crypto Task Force Members

The US Commodity Futures Trading Commission has unveiled the first members of its new innovation task force as the agency continues its push to provide greater clarity for the crypto market.

The Innovation Task Force was initially launched by CFTC Chairman Mike Selig on March 24, who appointed Michael Passalacqua as the leader of the group. Passalacqua is currently the senior advisor to Selig at the CFTC.

In an announcement Friday, the CFTC said that Passalacqua will be joined by a list of five initial members including Hank Balaban, a former Latham & Watkins crypto lawyer; Sam Canavos, an ex-Patomak crypto and prediction markets advisor; Mark Fajfar, a CFTC legal veteran; Eugene Gonzalez IV, an ex-Sidley blockchain lawyer; and Dina Moussa, a CFTC Market Participants Division special counsel.

“The Innovation Task Force brings together a leading team that exhibits deep expertise and an enthusiastic commitment to deliver clear rules of the road for American innovators,” Selig said.

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The move is part of a broader push from both the CFTC and Securities and Exchange Commission to provide regulatory clarity for the digital asset sector under the direction of the Donald Trump administration.

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Source: Michael Passalacqua

CFTC pushing for clarity as major bill stalls

On Friday, Selig also announced the CFTC’s “innovation tracker,” which highlights all the work done under Selig to help “advance regulatory clarity, market integrity, and responsible technological progress.”

The website lists three key innovation areas the agency is focused on, including crypto and blockchain, artificial intelligence and autonomous systems, and contracts and prediction markets.

Related: Prediction market users await Artemis II mission splashdown

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The CFTC in particular could be set to be the main overseer of the industry, with the SEC proposing in mid-March that the agency doesn’t see most crypto assets falling under its jurisdiction as securities.

However, the certainty of both agencies’ roles is still largely dependent on whether the Clarity Act passes through the upper levels of government and becomes enshrined as law — something SEC Chair Paul Atkins called for via X on Thursday.

The SEC and CFTC are “ready to implement the CLARITY Act,” he said, adding: “It’s time for Congress to future-proof against rogue regulators and advance comprehensive market structure legislation to President Trump’s desk.”

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