The post Is the creator economy broken? Rethinking video streaming in the age of algorithms and AI appeared on BitcoinEthereumNews.com. The following is a guest post and opinion from Adrián Garelik, CEO and Co-Founder of Flixxoo Algorithms manufacture taste. That’s efficient for retention, but brutal for creators who live and die by an opaque feed. Surveys show widespread burnout and rising skepticism about AI-mediated media—yet we keep optimizing for the metric while sidelining the maker. It’s time to rebuild the rails with peer-to-peer distribution and transparent, tokenized economics so that creators can fully own their reach. What centralized algorithms optimize for, and why it matters Over the past 15 years, video streaming has been reshaped by recommender systems. YouTube’s watch-time algorithm pioneered the model. Netflix refined it with big-data analytics to maximize binge-watching. TikTok, Instagram Reels, and YouTube Shorts perfected it by capturing every micro-interaction—like swipes, pauses, and skips—as inputs to optimize retention. This precision has a cost. Algorithms now actively mold user preferences. Behavioral research shows that repeated exposure and reward cycles condition viewing habits. Content is no longer pushed for depth or creativity. Engagement rules, favoring sensational hooks over nuanced storytelling. Creator impact: burnout and homogenization For creators, the algorithm acts as a gatekeeper. Success depends less on originality and more on conforming to opaque signals: hook length, posting cadence, retention thresholds. Surveys indicate that the pressure to “play the feed” drives widespread burnout. A 2022 Awin/ShareASale Creator Burnout Report found that 72% of creators experienced burnout directly tied to algorithmic demands—a figure echoed in 2024 updates from MarTechEdge. Respondents reported a loss of joy in creation, formulaic content strategies, and declining well-being. The economic impact is equally stark. Large studios, armed with IP-driven franchises, dominate platform distribution, while mid-tier creators struggle for visibility. Quantity is rewarded over quality, leading to a homogenized landscape with limited room for experimentation. AI content “slop” and policy The next stress test… The post Is the creator economy broken? Rethinking video streaming in the age of algorithms and AI appeared on BitcoinEthereumNews.com. The following is a guest post and opinion from Adrián Garelik, CEO and Co-Founder of Flixxoo Algorithms manufacture taste. That’s efficient for retention, but brutal for creators who live and die by an opaque feed. Surveys show widespread burnout and rising skepticism about AI-mediated media—yet we keep optimizing for the metric while sidelining the maker. It’s time to rebuild the rails with peer-to-peer distribution and transparent, tokenized economics so that creators can fully own their reach. What centralized algorithms optimize for, and why it matters Over the past 15 years, video streaming has been reshaped by recommender systems. YouTube’s watch-time algorithm pioneered the model. Netflix refined it with big-data analytics to maximize binge-watching. TikTok, Instagram Reels, and YouTube Shorts perfected it by capturing every micro-interaction—like swipes, pauses, and skips—as inputs to optimize retention. This precision has a cost. Algorithms now actively mold user preferences. Behavioral research shows that repeated exposure and reward cycles condition viewing habits. Content is no longer pushed for depth or creativity. Engagement rules, favoring sensational hooks over nuanced storytelling. Creator impact: burnout and homogenization For creators, the algorithm acts as a gatekeeper. Success depends less on originality and more on conforming to opaque signals: hook length, posting cadence, retention thresholds. Surveys indicate that the pressure to “play the feed” drives widespread burnout. A 2022 Awin/ShareASale Creator Burnout Report found that 72% of creators experienced burnout directly tied to algorithmic demands—a figure echoed in 2024 updates from MarTechEdge. Respondents reported a loss of joy in creation, formulaic content strategies, and declining well-being. The economic impact is equally stark. Large studios, armed with IP-driven franchises, dominate platform distribution, while mid-tier creators struggle for visibility. Quantity is rewarded over quality, leading to a homogenized landscape with limited room for experimentation. AI content “slop” and policy The next stress test…

Is the creator economy broken? Rethinking video streaming in the age of algorithms and AI

The following is a guest post and opinion from Adrián Garelik, CEO and Co-Founder of Flixxoo

Algorithms manufacture taste. That’s efficient for retention, but brutal for creators who live and die by an opaque feed. Surveys show widespread burnout and rising skepticism about AI-mediated media—yet we keep optimizing for the metric while sidelining the maker. It’s time to rebuild the rails with peer-to-peer distribution and transparent, tokenized economics so that creators can fully own their reach.

What centralized algorithms optimize for, and why it matters

Over the past 15 years, video streaming has been reshaped by recommender systems. YouTube’s watch-time algorithm pioneered the model. Netflix refined it with big-data analytics to maximize binge-watching. TikTok, Instagram Reels, and YouTube Shorts perfected it by capturing every micro-interaction—like swipes, pauses, and skips—as inputs to optimize retention.

This precision has a cost. Algorithms now actively mold user preferences. Behavioral research shows that repeated exposure and reward cycles condition viewing habits. Content is no longer pushed for depth or creativity. Engagement rules, favoring sensational hooks over nuanced storytelling.

Creator impact: burnout and homogenization

For creators, the algorithm acts as a gatekeeper. Success depends less on originality and more on conforming to opaque signals: hook length, posting cadence, retention thresholds. Surveys indicate that the pressure to “play the feed” drives widespread burnout.

A 2022 Awin/ShareASale Creator Burnout Report found that 72% of creators experienced burnout directly tied to algorithmic demands—a figure echoed in 2024 updates from MarTechEdge. Respondents reported a loss of joy in creation, formulaic content strategies, and declining well-being.

The economic impact is equally stark. Large studios, armed with IP-driven franchises, dominate platform distribution, while mid-tier creators struggle for visibility. Quantity is rewarded over quality, leading to a homogenized landscape with limited room for experimentation.

AI content “slop” and policy

The next stress test comes from generative AI. Synthetic video, audio, and imagery can now be mass-produced at near-zero cost, threatening to flood feeds with undifferentiated “slop.” Analysts at WIRED warn that this volume risks drowning out human creators.

Regulators are taking notice. The EU AI Act introduces transparency and watermarking requirements for synthetic content. Therefore, platforms like TikTok and YouTube face scrutiny over recommendations. In the U.S., debate around TikTok divestiture underscores how algorithmic distribution has become a geopolitical issue as much as a cultural one.

Without transparent curation, the risk is twofold: creators lose visibility, and audiences face a collapsing signal-to-noise ratio.

How P2P + tokens change the math: three levers for a sustainable creator economy

Platforms optimized for retention; the challenge now is to optimize for ownership. By combining peer-to-peer infrastructure with tokenized incentives, we can rebuild distribution, monetization, and governance on foundations that prioritize creator resilience.

Distribution is already being reimagined through decentralized protocols like Livepeer, which reduce reliance on centralized servers and feeds. Community-run nodes handle video compute, eliminating the opaque ranking systems that dictate visibility on traditional platforms.

Monetization is shifting on platforms such as Audius, where artists receive direct fan-to-artist payouts. Token incentives align compensation with genuine community engagement instead of ad-driven watch time.

Governance also changes in decentralized systems, where token-weighted voting and community curation give audiences a role in shaping discovery and moderation. This transfers power from unilateral platform decisions to shared governance.

Flixxo, launched in Argentina in 2016, illustrates how this model can extend to token-gated releases. Its Ticket 3.0 NFT enabled community-funded access to the film Bull Run. The experiment highlights both potential and friction points: while it proved new funding models are possible, scalability, onboarding, and regulatory clarity remain challenges for Web3 streaming.

Towards a sustainable creator economy

The future of the creator economy hinges on whether we continue optimizing for short-term engagement, or rebuild systems that prioritize ownership and creative depth.

If distribution and revenue primitives remain centralized, creators will keep fixing for feed instead of creating for people. But if we decentralize the rails, creators can reclaim autonomy, audiences can discover content beyond the algorithm, and storytelling can regain its cultural significance.

If the last decade was about engineering engagement, the next must be about engineering ownership.

Mentioned in this article

Source: https://cryptoslate.com/is-the-creator-economy-broken-rethinking-video-streaming-in-the-age-of-algorithms-and-ai/

Market Opportunity
null Logo
null Price(null)
--
----
USD
null (null) Live Price Chart
Disclaimer: The articles reposted on this site are sourced from public platforms and are provided for informational purposes only. They do not necessarily reflect the views of MEXC. All rights remain with the original authors. If you believe any content infringes on third-party rights, please contact service@support.mexc.com for removal. MEXC makes no guarantees regarding the accuracy, completeness, or timeliness of the content and is not responsible for any actions taken based on the information provided. The content does not constitute financial, legal, or other professional advice, nor should it be considered a recommendation or endorsement by MEXC.

You May Also Like

Golden Trump statue holding Bitcoin appears outside U.S. Capitol

Golden Trump statue holding Bitcoin appears outside U.S. Capitol

The post Golden Trump statue holding Bitcoin appears outside U.S. Capitol appeared on BitcoinEthereumNews.com. A 12-foot golden statue of Trump gripping a Bitcoin was placed outside the U.S. Capitol on Wednesday evening in Washington. The installation appeared just before the Federal Reserve’s latest interest rate announcement. It stood along 3rd Street from 9 a.m. to 4 p.m., pulling crowds as D.C. tried to make sense of a foam version of the president staring down Congress with a crypto in hand. At 2 p.m., the Fed cut its benchmark interest rate by 0.25 percentage points, bringing the short-term rate from 4.3% to 4.1%. It’s the first rate cut since December, after a year of concerns about slowing job growth and rising unemployment. The Fed also outlined plans for two more cuts before the end of this year, but said it only expects one cut in 2026. That didn’t sit well with Wall Street, which had priced in five cuts by next year, as Cryptopolitan extensively reported. Crypto organizers livestream token to support Trump statue The statue was funded by a group of cryptocurrency investors, most of whom are staying anonymous. Their goal was to make a loud, unavoidable point about the future of crypto and government power. Hichem Zaghdoudi, who spoke for the group, said: “The installation is designed to ignite conversation about the future of government-issued currency and is a symbol of the intersection between modern politics and financial innovation. As the Federal Reserve shapes economic policy, we hope this statue prompts reflection on cryptocurrency’s growing influence.” To push the message even further, the group launched a memecoin on Pump.fun. They used multiple livestreams to pump the token and tie it directly to the statue stunt. One organizer, speaking during a stream on Tuesday, said the statue was built using “extremely hard foam” to make it easier to move. Posts on their X account…
Share
BitcoinEthereumNews2025/09/18 15:20
First Multi-Asset Crypto ETP Opens Door to Institutional Adoption

First Multi-Asset Crypto ETP Opens Door to Institutional Adoption

The post First Multi-Asset Crypto ETP Opens Door to Institutional Adoption appeared on BitcoinEthereumNews.com. The US Securities and Exchange Commission (SEC) has officially approved the Grayscale Digital Large Cap Fund (GDLC) for trading on the stock exchange. The decision comes as the SEC also relaxes ETF listing standards. This approval provides easier access for traditional investors and signals a major regulatory shift, paving the way for institutional capital to flow into the crypto market. Grayscale Races to Launch the First Multi-Asset Crypto ETP According to Grayscale CEO Peter Mintzberg, the Grayscale Digital Large Cap Fund ($GDLC) and the Generic Listing Standards have just been approved for trading. Sponsored Sponsored Grayscale Digital Large Cap Fund $GDLC was just approved for trading along with the Generic Listing Standards. The Grayscale team is working expeditiously to bring the FIRST multi #crypto asset ETP to market with Bitcoin, Ethereum, XRP, Solana, and Cardano#BTC #ETH $XRP $SOL… — Peter Mintzberg (@PeterMintzberg) September 17, 2025 The Grayscale Digital Large Cap Fund (GDLC) is the first multi-asset crypto Exchange-Traded Product (ETP). It includes Bitcoin (BTC), Ethereum (ETH), XRP, Solana (SOL), and Cardano (ADA). As of September, the portfolio allocation was 72.23%, 12.17%, 5.62%, 4.03%, and 1% respectively. Grayscale Digital Large Cap Fund (GDLC) Portfolio Allocation. Source: Grayscale Grayscale Investments launched GDLC in 2018. The fund’s primary goal is to expose investors to the most significant digital assets in the market without requiring them to buy, store, or secure the coins directly. In July, the SEC delayed its decision to convert GDLC from an OTC fund into an exchange-listed ETP on NYSE Arca, citing further review. However, the latest developments raise investors’ hopes that a multi-asset crypto ETP from Grayscale will soon become a reality. Approval under the Generic Listing Standards will help “streamline the process,” opening the door for more crypto ETPs. Ethereum, Solana, XRP, and ADA investors are the most…
Share
BitcoinEthereumNews2025/09/18 13:31
Top 5 Trending Cryptos Today: What’s Hot in the Market

Top 5 Trending Cryptos Today: What’s Hot in the Market

Top 5 Trending Cryptos Today: What's Hot in the Market 🔥 Crypto Market Is Buzzing Today! Check out the top 5 trending cryptocurrencies making waves right now. Let
Share
Blockchainmagazine2026/02/15 13:00