HTX Research Explores Prediction Markets and Attention-Based Finance

By: crypto insight|2025/12/08 16:00:13
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Key Takeaways

  • Prediction markets have experienced rapid growth, but face structural issues despite their popularity.
  • These markets are distinct from Memecoins, offering information and probability-driven participation as opposed to hype-based investment.
  • Structural innovations aim to address fragility and scalability, enhancing market efficiency.
  • Attention-based assets are emerging as a major class, with prediction markets speculated to become core pricing infrastructure.
  • HTX Research is at the forefront of analyzing and shaping these evolving market trends.

WEEX Crypto News, 2025-12-08 07:31:07

Unpacking the Rise and Challenges of Prediction Markets

HTX Research, the scholarly wing of the prominent global crypto exchange HTX, has rolled out an insightful report titled “Prediction Markets: From Structural Bottlenecks to Infrastructure Revolution and the Future of Attention Assets.” This extensive analysis delves into the underlying complexities and future potential of prediction markets—a digital financial sector steeped in opportunity yet teetering on structural constraints. The document presents a critical examination of why, despite burgeoning interest and participation, these markets stumble on various structural obstacles, raising questions about their ability to evolve into the backbone of pricing mechanisms for emerging attention-based assets.

Prediction Markets in the Spotlight

In 2025, prediction markets have shown astonishing growth. By October, the worldwide trading volume quantified at a stunning $27.9 billion, marking an impressive 210% rise from the previous year. Prediction markets, akin to Memecoins, pull in a swarm of small-cap participants eager to harness potential returns. However, the two possess fundamentally different operational methodologies. Prediction markets allow users to disseminate their investments across multiple events, each accompanied by clear odds and known drawbacks. These markets offer a sophisticated ecosystem where informed participants transform their expertise into actionable returns, especially in low-liquidity segments that are ripe with informational voids and untapped potential.

In stark contrast, Memecoin trading is predominantly fueled by social momentum rather than calculated probabilities. Platforms like Pump.fun see an influx of 10,417 tokens made daily, a staggering 98.6% of which are manipulative and have a lifespan of less than ninety days. The inherent asymmetry heavily benefits token creators, wrapping general users within a cycle of speculation dependent largely on hype rather than informed decision-making. Unlike Memecoins, prediction markets spread via dynamic events and detailed information, emphasizing a data-driven continuum of participation over the emotional rollercoaster of Memecoin trading. Ultimately, while prediction markets manifest as competitive informational platforms, Memecoins mimic lotteries hinging heavily on capturing fleeting attention.

Addressing Structural Challenges and Growth Constraints

Despite its upward trajectory, prediction markets grapple with an array of operational weaknesses. The liquidity in these markets is predominantly incentive-driven; previously, some platforms expended over $50,000 daily on market-making subsidies. As these incentives waned, so did market depth, signaling a fragile balance. Losses foreseen upon market resolutions further siphon depth, especially as informed traders capitalize on opportune pricing shifts ahead of resolution dates, increasing market maker losses. Furthermore, binary market formats inhibit expressiveness; the discovery process remains underdeveloped in thin markets; event creation remains stifled by permissions, and oracle settlements are hampered by delays and manipulation fears. The culmination of these issues indicates that prediction markets are still nascent in their journey towards robust infrastructural fortification.

Innovations Paving the Path Forward

Striving to transcend existing constraints, revolutionary strides are being made within the structural design of prediction markets. Innovations such as just-in-time liquidity now provide capital precisely when required, thereby enhancing operational efficiency. Additionally, the advent of continuous combinatorial markets, facilitating an unbroken range of viewpoints rather than isolated binary models, aids in minimizing market fragmentation.

Emergent prediction paradigms like perpetual contracts built upon existing market data and real-time settlement binary formats broaden expressive potentials beyond traditional frameworks. The distribution model is transforming as well: probability pathways integrate smoothly into social media, while new platforms embed trading processes within social networks, morphing prediction markets into financial formats that traverse attention channels fluidly. Although these innovations don’t instantly resolve all structural hurdles, they mark a pivotal progression toward more scalable solutions.

Rise of Attention-Based Financial Instruments

HTX Research identifies attention assets as the burgeoning third major asset category, dovetailing established cash flow and supply-demand constructs. Prominent players in this domain include tokens like BAT and KAITO, each showcasing significant market interactions (e.g., BAT soared by over 30% in the past month). Prediction markets, inherently capable of fostering the evolution of attention-based assets, present themselves as promising candidates for core pricing infrastructure roles. Unlike user-generated attention assets like NFTs or creator tokens, which commence without established cultural heft, prediction markets generate nuanced, time-stamped pricing mechanisms amalgamated into a comprehensive attention index reflecting real-world traction.

Such an index serves several critical functions: it demands tangible capital for manipulation attempts, encapsulates existing attention without originating from scratch, and enables positions on attention fluctuations. As this framework matures, prediction markets may transition from being mere predictive tools to comprehensive infrastructures potent in evaluating and pricing cultural importance—a space ripe for burgeoning instruments like Attention Perpetuals.** Philosopher Isaiah Berlin once commented on hedgehogs and foxes, a metaphor apt here—traditional markets were like focused hedgehogs, but now prediction markets can be the agile foxes, adapting and capturing multidimensional relevance.

Conclusion: Bridging Cultural and Financial Realms

Prediction markets are transitioning from exponential growth stages to a period of structural sophistication. While persistent challenges remain, breakthroughs across liquidity, expressive capabilities, and distribution are reinventing market designs. As the contours of attention-based assets become distinctly defined, prediction markets could increasingly serve as the foundational layer that binds cultural and financial valuations together.

Compared to the sentiment-driven unpredictability of Memecoins, prediction markets afford an informed, probability-centric participation mode. As their technological and functional blueprint ripens, these markets are poised to expand their influence and participation significantly in the sprawling digital asset cosmos. When seen in this broader context, platforms such as WEEX can play a crucial role by enabling seamless and strategic market entry for participants seeking to leverage these evolving paradigms, further accentuating their brand positioning in the digital finance ecosystem.

About HTX Research

As HTX’s intellectual spearhead, HTX Research diligently engages in meticulous analyses, crafting extensive reports, and delivering expert evaluations across varied domains—cryptocurrency, blockchain technology, and burgeoning market trends included. By foregrounding data-driven insights and strategic foresight, HTX Research occupies a pivotal space in delineating industry insights and encouraging informed, strategic decision-making in the digital asset space. Harnessing rigorous research methodologies alongside advanced analytics, HTX Research consistently remains ahead of the curve, instigating progressive thought leadership and nurturing a nuanced grasp of constantly evolving market dynamics.

Frequently Asked Questions

What defines a prediction market?

A prediction market is a digital financial platform where participants trade contracts representing the likely outcomes of future events. These contracts can be bought and sold, and their prices reflect the perceived probability of the outcome occurring. Unlike traditional betting systems, prediction markets provide transparency and information-driven decisions.

How do prediction markets differ from Memecoin trading?

While both leverage social dynamics, prediction markets emphasize information and data-driven participation with clear odds and risks. In contrast, Memecoin trading hinges predominantly on social hype and momentum, often lacking transparent probabilities, which makes it more akin to speculative gambling.

What innovations are driving prediction markets forward?

Emergent innovations include just-in-time liquidity, continuous combinatorial markets, and new trading models like perpetual contracts. These innovations aim to address current structural weaknesses by improving market efficiency, reducing fragmentation, and integrating trading with social networks.

How are attention assets influencing the financial landscape?

Attention assets, rising as a major asset class alongside cash flow and supply-demand assets, are closely linked with cultural visibility and relevance. Prediction markets could act as pricing infrastructure for these assets by creating aggregated attention indices that reflect real-world dynamics.

What role does HTX Research play in the crypto industry?

HTX Research provides expert insights and strategic foresight in the evolving crypto landscape, supporting informed decisions through detailed analyses and reports across cryptocurrency, blockchain, and emerging market trends. They play a crucial role in shaping industry perspectives by applying rigorous methodologies and advanced analytics.

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China's Central Bank and Eight Other Departments' Latest Regulatory Focus: Key Attention to RWA Tokenized Asset Risk


Foreword: Today, the People's Bank of China's website published the "Notice of the People's Bank of China, National Development and Reform Commission, Ministry of Industry and Information Technology, Ministry of Public Security, State Administration for Market Regulation, China Banking and Insurance Regulatory Commission, China Securities Regulatory Commission, State Administration of Foreign Exchange on Further Preventing and Dealing with Risks Related to Virtual Currency and Others (Yinfa [2026] No. 42)", the latest regulatory requirements from the eight departments including the central bank, which are basically consistent with the regulatory requirements of recent years. The main focus of the regulation is on speculative activities such as virtual currency trading, exchanges, ICOs, overseas platform services, and this time, regulatory oversight of RWA has been added, explicitly prohibiting RWA tokenization, stablecoins (especially those pegged to the RMB). The following is the full text:


To the people's governments of all provinces, autonomous regions, and municipalities directly under the Central Government, the Xinjiang Production and Construction Corps:


  Recently, there have been speculative activities related to virtual currency and Real-World Assets (RWA) tokenization, disrupting the economic and financial order and jeopardizing the property security of the people. In order to further prevent and address the risks related to virtual currency and Real-World Assets tokenization, effectively safeguard national security and social stability, in accordance with the "Law of the People's Republic of China on the People's Bank of China," "Law of the People's Republic of China on Commercial Banks," "Securities Law of the People's Republic of China," "Law of the People's Republic of China on Securities Investment Funds," "Law of the People's Republic of China on Futures and Derivatives," "Cybersecurity Law of the People's Republic of China," "Regulations of the People's Republic of China on the Administration of Renminbi," "Regulations on Prevention and Disposal of Illegal Fundraising," "Regulations of the People's Republic of China on Foreign Exchange Administration," "Telecommunications Regulations of the People's Republic of China," and other provisions, after reaching consensus with the Cyberspace Administration of China, the Supreme People's Court, and the Supreme People's Procuratorate, and with the approval of the State Council, the relevant matters are notified as follows:


  I. Clarify the essential attributes of virtual currency, Real-World Assets tokenization, and related business activities


  (I) Virtual currency does not possess the legal status equivalent to fiat currency. Virtual currencies such as Bitcoin, Ether, Tether, etc., have the main characteristics of being issued by non-monetary authorities, using encryption technology and distributed ledger or similar technology, existing in digital form, etc. They do not have legal tender status, should not and cannot be circulated and used as currency in the market.


  The business activities related to virtual currency are classified as illegal financial activities. The exchange of fiat currency and virtual currency within the territory, exchange of virtual currencies, acting as a central counterparty in buying and selling virtual currencies, providing information intermediary and pricing services for virtual currency transactions, token issuance financing, and trading of virtual currency-related financial products, etc., fall under illegal financial activities, such as suspected illegal issuance of token vouchers, unauthorized public issuance of securities, illegal operation of securities and futures business, illegal fundraising, etc., are strictly prohibited across the board and resolutely banned in accordance with the law. Overseas entities and individuals are not allowed to provide virtual currency-related services to domestic entities in any form.


  A stablecoin pegged to a fiat currency indirectly fulfills some functions of the fiat currency in circulation. Without the consent of relevant authorities in accordance with the law and regulations, any domestic or foreign entity or individual is not allowed to issue a RMB-pegged stablecoin overseas.


(II)Tokenization of Real-World Assets refers to the use of encryption technology and distributed ledger or similar technologies to transform ownership rights, income rights, etc., of assets into tokens (tokens) or other interests or bond certificates with token (token) characteristics, and carry out issuance and trading activities.


  Engaging in the tokenization of real-world assets domestically, as well as providing related intermediary, information technology services, etc., which are suspected of illegal issuance of token vouchers, unauthorized public offering of securities, illegal operation of securities and futures business, illegal fundraising, and other illegal financial activities, shall be prohibited; except for relevant business activities carried out with the approval of the competent authorities in accordance with the law and regulations and relying on specific financial infrastructures. Overseas entities and individuals are not allowed to illegally provide services related to the tokenization of real-world assets to domestic entities in any form.


  II. Sound Work Mechanism


  (III) Inter-agency Coordination. The People's Bank of China, together with the National Development and Reform Commission, the Ministry of Industry and Information Technology, the Ministry of Public Security, the State Administration for Market Regulation, the China Banking and Insurance Regulatory Commission, the China Securities Regulatory Commission, the State Administration of Foreign Exchange, and other departments, will improve the work mechanism, strengthen coordination with the Cyberspace Administration of China, the Supreme People's Court, and the Supreme People's Procuratorate, coordinate efforts, and overall guide regions to carry out risk prevention and disposal of virtual currency-related illegal financial activities.


  The China Securities Regulatory Commission, together with the National Development and Reform Commission, the Ministry of Industry and Information Technology, the Ministry of Public Security, the People's Bank of China, the State Administration for Market Regulation, the China Banking and Insurance Regulatory Commission, the State Administration of Foreign Exchange, and other departments, will improve the work mechanism, strengthen coordination with the Cyberspace Administration of China, the Supreme People's Court, and the Supreme People's Procuratorate, coordinate efforts, and overall guide regions to carry out risk prevention and disposal of illegal financial activities related to the tokenization of real-world assets.


  (IV) Strengthening Local Implementation. The people's governments at the provincial level are overall responsible for the prevention and disposal of risks related to virtual currencies and the tokenization of real-world assets in their respective administrative regions. The specific leading department is the local financial regulatory department, with participation from branches and dispatched institutions of the State Council's financial regulatory department, telecommunications regulators, public security, market supervision, and other departments, in coordination with cyberspace departments, courts, and procuratorates, to improve the normalization of the work mechanism, effectively connect with the relevant work mechanisms of central departments, form a cooperative and coordinated working pattern between central and local governments, effectively prevent and properly handle risks related to virtual currencies and the tokenization of real-world assets, and maintain economic and financial order and social stability.


  III. Strengthened Risk Monitoring, Prevention, and Disposal


  (5) Enhanced Risk Monitoring. The People's Bank of China, China Securities Regulatory Commission, National Development and Reform Commission, Ministry of Industry and Information Technology, Ministry of Public Security, State Administration of Foreign Exchange, Cyberspace Administration of China, and other departments continue to improve monitoring techniques and system support, enhance cross-departmental data analysis and sharing, establish sound information sharing and cross-validation mechanisms, promptly grasp the risk situation of activities related to virtual currency and real-world asset tokenization. Local governments at all levels give full play to the role of local monitoring and early warning mechanisms. Local financial regulatory authorities, together with branches and agencies of the State Council's financial regulatory authorities, as well as departments of cyberspace and public security, ensure effective connection between online monitoring, offline investigation, and fund tracking, efficiently and accurately identify activities related to virtual currency and real-world asset tokenization, promptly share risk information, improve early warning information dissemination, verification, and rapid response mechanisms.


  (6) Strengthened Oversight of Financial Institutions, Intermediaries, and Technology Service Providers. Financial institutions (including non-bank payment institutions) are prohibited from providing account opening, fund transfer, and clearing services for virtual currency-related business activities, issuing and selling financial products related to virtual currency, including virtual currency and related financial products in the scope of collateral, conducting insurance business related to virtual currency, or including virtual currency in the scope of insurance liability. Financial institutions (including non-bank payment institutions) are prohibited from providing custody, clearing, and settlement services for unauthorized real-world asset tokenization-related business and related financial products. Relevant intermediary institutions and information technology service providers are prohibited from providing intermediary, technical, or other services for unauthorized real-world asset tokenization-related businesses and related financial products.


  (7) Enhanced Management of Internet Information Content and Access. Internet enterprises are prohibited from providing online business venues, commercial displays, marketing, advertising, or paid traffic diversion services for virtual currency and real-world asset tokenization-related business activities. Upon discovering clues of illegal activities, they should promptly report to relevant departments and provide technical support and assistance for related investigations and inquiries. Based on the clues transferred by the financial regulatory authorities, the cyberspace administration, telecommunications authorities, and public security departments should promptly close and deal with websites, mobile applications (including mini-programs), and public accounts engaged in virtual currency and real-world asset tokenization-related business activities in accordance with the law.


  (8) Strengthened Entity Registration and Advertisement Management. Market supervision departments strengthen entity registration and management, and enterprise and individual business registrations must not contain terms such as "virtual currency," "virtual asset," "cryptocurrency," "crypto asset," "stablecoin," "real-world asset tokenization," or "RWA" in their names or business scopes. Market supervision departments, together with financial regulatory authorities, legally enhance the supervision of advertisements related to virtual currency and real-world asset tokenization, promptly investigating and handling relevant illegal advertisements.


  (IX) Continued Rectification of Virtual Currency Mining Activities. The National Development and Reform Commission, together with relevant departments, strictly controls virtual currency mining activities, continuously promotes the rectification of virtual currency mining activities. The people's governments of various provinces take overall responsibility for the rectification of "mining" within their respective administrative regions. In accordance with the requirements of the National Development and Reform Commission and other departments in the "Notice on the Rectification of Virtual Currency Mining Activities" (NDRC Energy-saving Building [2021] No. 1283) and the provisions of the "Guidance Catalog for Industrial Structure Adjustment (2024 Edition)," a comprehensive review, investigation, and closure of existing virtual currency mining projects are conducted, new mining projects are strictly prohibited, and mining machine production enterprises are strictly prohibited from providing mining machine sales and other services within the country.


  (X) Severe Crackdown on Related Illegal Financial Activities. Upon discovering clues to illegal financial activities related to virtual currency and the tokenization of real-world assets, local financial regulatory authorities, branches of the State Council's financial regulatory authorities, and other relevant departments promptly investigate, determine, and properly handle the issues in accordance with the law, and seriously hold the relevant entities and individuals legally responsible. Those suspected of crimes are transferred to the judicial authorities for processing according to the law.


 (XI) Severe Crackdown on Related Illegal and Criminal Activities. The Ministry of Public Security, the People's Bank of China, the State Administration for Market Regulation, the China Banking and Insurance Regulatory Commission, the China Securities Regulatory Commission, as well as judicial and procuratorial organs, in accordance with their respective responsibilities, rigorously crack down on illegal and criminal activities related to virtual currency, the tokenization of real-world assets, such as fraud, money laundering, illegal business operations, pyramid schemes, illegal fundraising, and other illegal and criminal activities carried out under the guise of virtual currency, the tokenization of real-world assets, etc.


  (XII) Strengthen Industry Self-discipline. Relevant industry associations should enhance membership management and policy advocacy, based on their own responsibilities, advocate and urge member units to resist illegal financial activities related to virtual currency and the tokenization of real-world assets. Member units that violate regulatory policies and industry self-discipline rules are to be disciplined in accordance with relevant self-regulatory management regulations. By leveraging various industry infrastructure, conduct risk monitoring related to virtual currency, the tokenization of real-world assets, and promptly transfer issue clues to relevant departments.


  IV. Strict Supervision of Domestic Entities Engaging in Overseas Business Activities


(XIII) Without the approval of relevant departments in accordance with the law and regulations, domestic entities and foreign entities controlled by them may not issue virtual currency overseas.


  (XIV) Domestic entities engaging directly or indirectly in overseas external debt-based tokenization of real-world assets, or conducting asset securitization activities abroad based on domestic ownership rights, income rights, etc. (hereinafter referred to as domestic equity), should be strictly regulated in accordance with the principles of "same business, same risk, same rules." The National Development and Reform Commission, the China Securities Regulatory Commission, the State Administration of Foreign Exchange, and other relevant departments regulate it according to their respective responsibilities. For other forms of overseas real-world asset tokenization activities based on domestic equity by domestic entities, the China Securities Regulatory Commission, together with relevant departments, supervise according to their division of responsibilities. Without the consent and filing of relevant departments, no unit or individual may engage in the above-mentioned business.


  (15) Overseas subsidiaries and branches of domestic financial institutions providing Real World Asset Tokenization-related services overseas shall do so legally and prudently. They shall have professional personnel and systems in place to effectively mitigate business risks, strictly implement customer onboarding, suitability management, anti-money laundering requirements, and incorporate them into the domestic financial institutions' compliance and risk management system. Intermediaries and information technology service providers offering Real World Asset Tokenization services abroad based on domestic equity or conducting Real World Asset Tokenization business in the form of overseas debt for domestic entities directly or indirectly venturing abroad must strictly comply with relevant laws and regulations. They should establish and improve relevant compliance and internal control systems in accordance with relevant normative requirements, strengthen business and risk control, and report the business developments to the relevant regulatory authorities for approval or filing.


  V. Strengthen Organizational Implementation


  (16) Strengthen organizational leadership and overall coordination. All departments and regions should attach great importance to the prevention of risks related to virtual currencies and Real World Asset Tokenization, strengthen organizational leadership, clarify work responsibilities, form a long-term effective working mechanism with centralized coordination, local implementation, and shared responsibilities, maintain high pressure, dynamically monitor risks, effectively prevent and mitigate risks in an orderly and efficient manner, legally protect the property security of the people, and make every effort to maintain economic and financial order and social stability.


  (17) Widely carry out publicity and education. All departments, regions, and industry associations should make full use of various media and other communication channels to disseminate information through legal and policy interpretation, analysis of typical cases, and education on investment risks, etc. They should promote the illegality and harm of virtual currencies and Real World Asset Tokenization-related businesses and their manifestations, fully alert to potential risks and hidden dangers, and enhance public awareness and identification capabilities for risk prevention.


  VI. Legal Responsibility


  (18) Engaging in illegal financial activities related to virtual currencies and Real World Asset Tokenization in violation of this notice, as well as providing services for virtual currencies and Real World Asset Tokenization-related businesses, shall be punished in accordance with relevant regulations. If it constitutes a crime, criminal liability shall be pursued according to the law. For domestic entities and individuals who knowingly or should have known that overseas entities illegally provided virtual currency or Real World Asset Tokenization-related services to domestic entities and still assisted them, relevant responsibilities shall be pursued according to the law. If it constitutes a crime, criminal liability shall be pursued according to the law.


  (19) If any unit or individual invests in virtual currencies, Real World Asset Tokens, and related financial products against public order and good customs, the relevant civil legal actions shall be invalid, and any resulting losses shall be borne by them. If there are suspicions of disrupting financial order and jeopardizing financial security, the relevant departments shall deal with them according to the law.


  This notice shall enter into force upon the date of its issuance. The People's Bank of China and ten other departments' "Notice on Further Preventing and Dealing with the Risks of Virtual Currency Trading Speculation" (Yinfa [2021] No. 237) is hereby repealed.


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