# Сопутствующие статьи по теме Information

Новостной центр HTX предлагает последние статьи и углубленный анализ по "Information", охватывающие рыночные тренды, новости проектов, развитие технологий и политику регулирования в криптоиндустрии.

Polymarket Is Not an All-Powerful "Truth Machine"

Polymarket, a crypto-based betting platform, is often hailed as a "truth machine" for its ability to aggregate crowd wisdom through financial stakes. While it has demonstrated remarkable accuracy in predicting major events like the 2024 U.S. presidential election—outperforming traditional polls—its overall reliability is highly inconsistent. Analysis using the Brier score reveals that its predictive power excels in high-liquidity domains like politics and economics but falls to near-random or worse in categories like sports, culture, and tech. The platform’s growing influence is concerning as its odds are increasingly cited by major media outlets like The Wall Street Journal and CNN, lending them an air of authority. This visibility creates a feedback loop where the odds themselves can influence the outcomes they are meant to predict—a phenomenon known as endogeneity. Moreover, the market is vulnerable to manipulation by well-resourced "whales" with access to exclusive information, such as private polls or even military intelligence, as seen in cases involving bets on geopolitical events. While useful for short-term, high-stakes events, Polymarket’s predictions are often unreliable for the vast majority of its contracts due to low liquidity and wide bid-ask spreads. The danger lies not in its occasional failures, but in the unchecked trust it receives—risking a future where a handful of traders can shape perceived reality through a platform masquerading as an oracle of truth.

marsbitВчера 11:40

Polymarket Is Not an All-Powerful "Truth Machine"

marsbitВчера 11:40

Knowledge Arbitrage is Dead, Long Live the Narrator

The article argues that in the age of information abundance, traditional "knowledge arbitrage"—profiting from access, translation, synthesis, or authority over information—is dead. AI's ability to instantly generate vast amounts of content has made explicit, easily codified knowledge a cheap commodity, often just noise. This creates a paradox: more information leads to shallower understanding, denser content to shorter memory, and richer explanations to scarcer meaning. The author posits that we now live in a "narrative economy." In this "post-scarcity" world, the only remaining true leverage is narrative. Narrative is not merely storytelling; it is the fundamental mechanism for constructing meaning, order, and belief amidst chaos. It determines what gets seen, trusted, acted upon, and remembered. The piece outlines how AI has dismantled the four pillars of knowledge arbitrage (access, translation, synthesis, and authority) and concludes that while knowledge套利 is dead, the power of narrative is eternal and is the critical lever for creators and entrepreneurs in the AI era.

marsbit03/06 09:23

Knowledge Arbitrage is Dead, Long Live the Narrator

marsbit03/06 09:23

Implementation of CARF: Will Chinese Residents Holding Crypto Assets Be Subject to Tax Recovery?

The implementation of the Common Reporting Standard for Crypto-Assets (CARF) enhances the ability of tax authorities globally to obtain information on overseas crypto asset holdings. While CARF itself does not create new tax rules, it enables automatic exchange of information, allowing jurisdictions to identify unreported crypto asset income earned by their tax residents. In countries that have adopted CARF, such as the UK, tax authorities can cross-reference data from crypto service providers with tax filings and may pursue back taxes and penalties for non-compliance. Although China has not yet joined CARF, reducing the immediate risk of automatic information sharing, risks arise when crypto assets are converted into fiat currency. China participates in the Common Reporting Standard (CRS), through which financial account information—including proceeds from crypto conversions—may be shared with Chinese tax authorities. Additionally, bilateral tax treaties and investigative cooperation allow for case-by-case information exchange, meaning significant tax evasion or illicit transactions could still be detected and reported.

marsbit02/02 04:48

Implementation of CARF: Will Chinese Residents Holding Crypto Assets Be Subject to Tax Recovery?

marsbit02/02 04:48

Give Freedom to Money: The Flow of Information from Binance to Twitter

"Freeing Money: The Flow of Information from Binance to Twitter" by Zuo Ye Web3 argues that in the crypto era, information has become a commodified asset, while financial flows and information streams are increasingly disconnected. The author observes that platforms like Binance, despite dominating the exchange ecosystem, are struggling with "separation anxiety" as they lose control over information dissemination and face stagnating user growth. The piece critiques the crypto industry’s shift from idealistic goals like decentralization to speculative meme-driven trading, where information quality declines even as quantity explodes. Binance’s aggressive meme marketing and attempts to capture链上 (on-chain) users reflect a broader industry anxiety: the breakdown between information flow and capital movement. The author proposes a "Quantity Theory of Crypto Information" — analogous to Irving Fisher’s monetary equation — where information supply multiplied by the velocity of viewpoints equals exposure per project multiplied by the total number of projects. Yet, effective information remains hard to quantify, and the relationship between influencer content and actual trading activity is often unclear. Despite the freedom of capital movement enabled by CEXs and crypto banks, information channels are becoming more closed, fragmented by language, region, and algorithms. The author concludes that the crypto industry, if it loses its ability to set agendas and relies solely on internal capital games, risks becoming an isolated island in the broader financial world — unless it evolves to embrace mainstream, large-scale productization, as perhaps envisioned by Elon Musk’s X.

marsbit01/15 06:39

Give Freedom to Money: The Flow of Information from Binance to Twitter

marsbit01/15 06:39

Insider Trading Might Be the Most Valuable Part of Prediction Markets

An anonymous account on the decentralized prediction market Polymarket achieved a 1,242% return by accurately predicting the arrest of Venezuelan leader Maduro before mainstream media reported the event. This triggered debates over potential insider trading and led U.S. Representative Ritchie Torres to propose the "2026 Financial Prediction Market Public Integrity Act," aiming to regulate such activities in crypto prediction platforms. The incident raised questions about whether prediction markets should prioritize fairness or accuracy. While traditional finance prohibits insider trading to protect retail participants, prediction markets may inherently rely on information asymmetry to produce more accurate forecasts. The core value of these markets lies in truth discovery—aggregating fragmented information into predictive signals—even if it allows informed participants to profit. The proposed legislation faces challenges in enforcement within decentralized environments and may conflict with the fundamental mechanism of prediction markets. Rather than enforcing absolute fairness, which could reduce market efficiency, the article argues that prediction markets should be viewed as tools for revealing truth through transparent, on-chain information flow, even when it involves informational advantages.

比推01/07 13:41

Insider Trading Might Be the Most Valuable Part of Prediction Markets

比推01/07 13:41

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