{"id":27376,"date":"2026-06-22T08:02:18","date_gmt":"2026-06-22T00:02:18","guid":{"rendered":"https:\/\/monsterblockhk.com\/?p=27376"},"modified":"2026-06-23T02:04:55","modified_gmt":"2026-06-22T18:04:55","slug":"polymarket-ai-signal-bots-vs-retail","status":"publish","type":"post","link":"https:\/\/monsterblockhk.com\/en\/polymarket-ai-signal-bots-vs-retail\/","title":{"rendered":"Why Do Retail Investors Lose Money in Prediction Markets Over the Long Term? How Can AI Signaling Tools Narrow the Gap?"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"27376\" class=\"elementor elementor-27376\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-37719e75 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"37719e75\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2f9708c8\" data-id=\"2f9708c8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-171078a elementor-widget elementor-widget-image\" data-id=\"171078a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/\u6587\u7ae0Cover.png\" data-elementor-open-lightbox=\"yes\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MjczNzcsInVybCI6Imh0dHBzOlwvXC9tb25zdGVyYmxvY2toay5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjZcLzA2XC9cdTY1ODdcdTdhZTBDb3Zlci5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/\u6587\u7ae0Cover-1024x576.png\" class=\"attachment-large size-large wp-image-27377\" alt=\"\" srcset=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/\u6587\u7ae0Cover-1024x576.png 1024w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/\u6587\u7ae0Cover-300x169.png 300w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/\u6587\u7ae0Cover-768x432.png 768w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/\u6587\u7ae0Cover-1536x864.png 1536w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/\u6587\u7ae0Cover-18x10.png 18w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/\u6587\u7ae0Cover-800x450.png 800w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/\u6587\u7ae0Cover.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"Prediction Markets | Monsterblockhk\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f75e39c elementor-widget elementor-widget-text-editor\" data-id=\"f75e39c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"margin-bottom: 1.42em;\"><span style=\"color: #000000;\"><span style=\"font-size: 16px; letter-spacing: normal;\">Prediction markets aren\u2019t the fair game you might imagine, where \u201ceveryone votes and wisdom prevails.\u201d According to a 2026 analysis of Polymarket\u2019s public leaderboard, 14 of the top 20 most profitable wallets belonged to automated trading bots, not human traders. AI agents currently account for over 30% of all wallet activity on the platform, with 37% recording positive returns. In contrast, the long-term profitability rate for human traders ranges from only 7% to 13%.<\/span><\/span><\/p>\n<p style=\"margin-bottom: 1.42em;\"><span style=\"color: #000000;\"><span style=\"font-size: 16px; letter-spacing: normal;\">This figure isn\u2019t saying that AI is smarter than humans. It\u2019s pointing to something more fundamental: prediction markets have become a<b>The Race for Execution Speed<\/b>...and in this race, humans were destined to fall behind from the very beginning.<\/span><\/span><\/p>\n<p style=\"margin-bottom: 1.42em;\"><span style=\"color: #000000;\"><span style=\"font-size: 16px; letter-spacing: normal;\">This article will break down how bots gain a structural advantage on Polymarket, the three areas where retail investors systematically lose money, and how AI signal tools can help ordinary users narrow this gap.<\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-414e8e6 elementor-widget elementor-widget-text-editor\" data-id=\"414e8e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"margin-bottom: 1.42em;\"><span style=\"color: #000000;\"><span style=\"font-size: 16px; letter-spacing: normal;\">Polymarket Related Articles:<br><u><b><a href=\"https:\/\/monsterblockhk.com\/en\/polymarket\/\">What Is Polymarket? A Comprehensive Guide from Beginner Tutorials to Advanced Strategies<br><\/a><\/b><a href=\"https:\/\/monsterblockhk.com\/en\/polymarket-smart-money-copy-trading-tools-guide\/\"><b>The Complete Guide to Polymarket\u2019s Smart Money Copy Trading Tool | Hands-On Tests of Four Free Monitoring Platforms and a Guide to Avoiding Pitfalls<br><\/b><\/a><a href=\"https:\/\/monsterblockhk.com\/en\/polymarket-insider-guide\/\"><b>Polymarket&nbsp;<\/b><\/a><\/u><\/span><\/span><font color=\"#000000\"><span style=\"font-size: 16px; letter-spacing: normal;\"><u><a href=\"https:\/\/monsterblockhk.com\/en\/polymarket-insider-guide\/\"><b>A Step-by-Step Guide to Identifying Insiders and Achieving an Extremely High Win Rate! How to Perform On-Chain Analysis?<\/b><\/a><\/u><\/span><\/font><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7f7023 elementor-widget elementor-widget-heading\" data-id=\"b7f7023\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">Is \u201ccollective intelligence\u201d a beautiful lie?<\/span><\/font><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fabd218 elementor-widget elementor-widget-heading\" data-id=\"fabd218\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">The Top 31 TP3T Players Raked in 301 TP3T in Profits\u2014The Data Reveals the Truth<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd6ea1a elementor-widget elementor-widget-text-editor\" data-id=\"dd6ea1a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The original rationale behind Polymarket\u2019s founder\u2019s design of the platform stems from economist Friedrich Hayek\u2019s theory of \u201cprice signals\u201d: when enough people place bets with real money, market prices can aggregate dispersed information to form predictions that are more accurate than those of any single expert. This theory is entirely valid from an academic standpoint.<\/p>\n<p>However, academic research data from April 2026 revealed a starkly different reality. According to an on-chain analysis of 95 million transactions on Polymarket, only 0.51% of wallets achieved profits exceeding $1,000, while more than 70% of users incurred cumulative losses on the platform. More importantly, the top 3% players pocketed 30% of the market\u2019s total profits.<\/p>\n<p>This is not \u201cwisdom of the crowd.\u201d It is a small number of highly specialized participants\u2014most of whom are automated systems\u2014that dictate the distribution of profits and losses across the entire market.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9fb513f elementor-widget elementor-widget-heading\" data-id=\"9fb513f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-large\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">Why does the assumption that \u201cthe more people there are, the more accurate the prediction\u201d fail in prediction markets?<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4cd52fb elementor-widget elementor-widget-text-editor\" data-id=\"4cd52fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The theory of \u201ccollective intelligence\u201d rests on a key premise: participants must be capable of independent judgment, and that judgment must be based on diverse sources of information. However, the reality of prediction markets is exactly the opposite: a large number of retail investors are simultaneously following the same news and mirroring the emotional reactions of the same community. This is not dispersed intelligence, but rather an amplification of collective emotion.<\/p>\n<p><span style=\"font-size: 17.5px; letter-spacing: 0.2px;\">When the market is flooded with emotion-driven decisions, automated systems capable of systematically identifying mispricing and acting quickly gain a structural advantage. Polymarket in 2026 is precisely such an ecosystem.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc56091 elementor-widget elementor-widget-heading\" data-id=\"bc56091\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">Three Structural Reasons Why Retail Investors Lose to Bots<\/span><\/font><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1232d2 elementor-widget elementor-widget-heading\" data-id=\"a1232d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">Reason 1: Execution speed\u2014humans simply can't keep up<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d798340 elementor-widget elementor-widget-text-editor\" data-id=\"d798340\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>In 2025, researchers at the IMDEA Networks Institute analyzed 86 million Polymarket transaction records and and found that between April 2024 and April 2025, arbitrage traders extracted approximately $40 million from structural pricing discrepancies on the platform. This profit was not earned through accurate predictions, but by reacting faster than the market.<\/p>\n<p>The most notable example is the trading bot \u201c0x8dxd,\u201d deployed in December 2025. Starting with $313, this bot generated approximately $437,000 in profits within about a month, yielding a return of nearly 139,000%. Its strategy was straightforward: continuously monitor Bitcoin spot prices on Binance and Coinbase, and when price fluctuations made a particular outcome nearly certain, bet on that \u201calready occurred\u201d outcome before Polymarket\u2019s pricing system had fully reflected it.<\/p>\n<p>How short is this time window? According to data from the first quarter of 2026, the average duration of an arbitrage opportunity was only 2.7 seconds, compared to 12.3 seconds in 2024. The arbitrage profits from 73% are captured by bots with execution times of less than 100 milliseconds. It often takes an average person several seconds to several minutes to go from seeing the news to making a decision. The gap is not a matter of a few percentage points, but rather several orders of magnitude.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd9deca elementor-button-warning elementor-align-center elementor-widget elementor-widget-button\" data-id=\"fd9deca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/t.me\/thealice_ai_bot?start=RN36L\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Get Started with the Alice AI Telegram Bot<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-615eab7 elementor-widget elementor-widget-image\" data-id=\"615eab7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/Trading-bot.avif\" data-elementor-open-lightbox=\"yes\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6Mjc0MzEsInVybCI6Imh0dHBzOlwvXC9tb25zdGVyYmxvY2toay5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjZcLzA2XC9UcmFkaW5nLWJvdC5hdmlmIn0%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"243\" src=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/Trading-bot.avif\" class=\"attachment-large size-large wp-image-27431\" alt=\"\" srcset=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/Trading-bot.avif 1024w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/Trading-bot-300x71.avif 300w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/Trading-bot-768x182.avif 768w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/Trading-bot-18x4.avif 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"Trading bot | Monsterblockhk\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Polymarket trading bot with a ~98% win rate. Source: Polymarket<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08a2981 elementor-widget elementor-widget-heading\" data-id=\"08a2981\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">Reason 2: Emotional decision-making\u2014people often react incorrectly when odds shift<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98ffa99 elementor-widget elementor-widget-text-editor\" data-id=\"98ffa99\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>When faced with uncertainty, humans have a systematic cognitive bias: overbetting on \u201cexciting\u201d outcomes. When a team shows signs of an upset, or a politician makes a statement that shocks the public, retail investors\u2019 first reaction is often to emotionally bet on the widely discussed outcome\u2014an outcome that has usually already been priced in, or is even overvalued.<\/p>\n<p>The data supports this observation. According to an analysis of Polymarket bot strategies, there is a particularly effective type of bot strategy known as \u201creverse betting\u201d: These strategies systematically bet on \u201cno\u201d outcomes, as statistics show that approximately 70% of prediction markets settle on \u201cno,\u201d and humans habitually overbet on \u201cexciting\u201d outcomes.<\/p>\n<p>This isn\u2019t to say that retail investors are foolish, but rather that the human brain hasn\u2019t evolved to be optimized for rational decision-making within a probabilistic framework. When odds shift dramatically, most people\u2019s instinctive reaction is not to calculate expected value, but to follow market sentiment.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc9f724 elementor-widget elementor-widget-heading\" data-id=\"fc9f724\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">Reason 3: Information processing speed\u2014there is a critical time lag between decision-making and execution<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29ff0cd elementor-widget elementor-widget-text-editor\" data-id=\"29ff0cd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Even if a retail investor makes the right call, the time lag between \u201cthinking\u201d and \u201cacting\u201d often causes the opportunity to slip away.<\/p>\n<p>When major news breaks, Polymarket odds typically have an adjustment window of 30 seconds to 5 minutes, during which prices have not yet fully reflected the new information. The automated system works as follows: The AI model analyzes news headlines and calculates probability updates within a few milliseconds, while simultaneously assessing the credibility of the information source. It then compares these results with the platform\u2019s existing odds to identify mispricing and executes trades within one second.<\/p>\n<p>Compare this to a human trader\u2019s workflow: reading the news, understanding the content, assessing the impact, determining the direction, calculating the position size, opening the trading platform, and executing the trade. The entire process takes a few minutes. But five minutes later, that pricing window has already closed completely.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3c0908 elementor-widget elementor-widget-text-editor\" data-id=\"d3c0908\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"margin-bottom: 1.42em\"><span style=\"color: #000000\"><span style=\"font-size: 16px;letter-spacing: normal\">Extended Reading:<\/span><br><u><b><a href=\"https:\/\/monsterblockhk.com\/en\/2026-osl-tutorial\/\"><span style=\"font-size: 16px;letter-spacing: normal\">2026 OSL User Referral Code Tutorial<\/span><br><\/a><\/b><\/u><b><u><a href=\"https:\/\/monsterblockhk.com\/en\/zh-osl-introduction\/\"><span style=\"font-size: 16px;letter-spacing: normal\">Getting to know OSL: What is it? Security, Features<\/span><br><\/a><a href=\"https:\/\/monsterblockhk.com\/en\/hk-otc-2026\/\"><span style=\"font-size: 16px;letter-spacing: normal\">2026 Hong Kong OTC Trading Compliance Methods<\/span><br><\/a><a href=\"https:\/\/monsterblockhk.com\/en\/mexc-exchange-review-2026\/\"><span style=\"font-size: 16px;letter-spacing: normal\">MEXC Global Exchange In-Depth Review<\/span><br><\/a><a href=\"https:\/\/monsterblockhk.com\/en\/what-is-hyperliquid\/\"><span style=\"font-size: 16px;letter-spacing: normal\">Hyperliquid perpetual contract DEX analysis<\/span><br><\/a><span style=\"font-size: 16px;letter-spacing: normal\"><a href=\"https:\/\/monsterblockhk.com\/en\/crypto-wallet-hot-wallet-cold-wallet\/\">Hot and Cold Wallet Principles: Self-Custody vs Exchange Custody<\/a><\/span><\/u><\/b><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-86fc8d1 elementor-widget elementor-widget-heading\" data-id=\"86fc8d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">What is an AI signal tool? It differs fundamentally from an automated trading bot.<\/span><\/font><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e9d1aa elementor-widget elementor-widget-heading\" data-id=\"3e9d1aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><span style=\"font-weight:normal\" id=\"docs-internal-guid-f6efa75e-7fff-03f5-4c2d-8249ba3ddfb4\"><span style=\"font-size: 13pt;font-family: Arial, sans-serif;background-color: transparent;font-weight: 700;font-style: normal;font-variant: normal\">Signals vs. Automated Trading: The Two Have Completely Different Roles<\/span><\/span><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-428f956 elementor-widget elementor-widget-text-editor\" data-id=\"428f956\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Before discussing AI signal tools, it is important to clear up a common misconception. The goal of an automated trading bot is to replace human decision-making; it executes buy and sell orders directly in the market, without requiring any judgment on the part of the user. The goal of an AI signal tool, however, is entirely different: it is<b>To assist human decision-making<\/b>...provides reliable market analysis, enabling users to make their own decisions based on more comprehensive information.<\/p>\n<p>This difference is crucial in practice. The success rate of automated trading bots depends heavily on technical infrastructure, including dedicated RPC nodes, millisecond-level execution speeds, and substantial capital. An analysis of 95 million transactions revealed that only 0.51% wallets achieved significant profits; the vast majority of those able to successfully deploy profitable bots were professional institutions, rather than individual retail investors.<\/p>\n<p>AI signal tools, on the other hand, address a different problem:<b>Help ordinary users bridge the gap with institutions in terms of information processing<\/b>, rather than trying to keep up with machines in terms of execution speed.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b152b7 elementor-widget elementor-widget-heading\" data-id=\"3b152b7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><font color=\"#000000\" face=\"Arial, sans-serif\"><span style=\"font-size: 17.3333px\">How the Confidence Framework Helps Users Make More Rational Decisions<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7678ed4 elementor-widget elementor-widget-text-editor\" data-id=\"7678ed4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The traditional way to participate in prediction markets is as follows: Users see a question, decide \u201cyes\u201d or \u201cno\u201d based on their intuition or news reports, and then place a bet. The problem is that this process does not quantify the judgment at all, nor does it provide a way to systematically evaluate whether one\u2019s judgment is reasonable.<\/p>\n<p>The AI signal tool incorporates the language of a probabilistic framework. When the system outputs \u201cconfidence 74%,\u201d it conveys more than just a directional recommendation; it conveys a<b>Probability Assessments Open to Scrutiny<\/b>. Users might ask: \u201cThe current market odds are 60%, but the signal shows a confidence level of 74%. Is this 14-percentage-point difference worth investigating to understand the reason behind it?\u201d<\/p>\n<p>The value of this framework lies not in providing you with answers, but in helping you transform intuitive decision-making into probabilistic thinking\u2014which is, in itself, one of the most effective ways to improve performance in prediction markets.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc49024 elementor-widget elementor-widget-image\" data-id=\"fc49024\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/Alice-Poster.jpg\" data-elementor-open-lightbox=\"yes\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6Mjc0NTksInVybCI6Imh0dHBzOlwvXC9tb25zdGVyYmxvY2toay5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjZcLzA2XC9BbGljZS1Qb3N0ZXIuanBnIn0%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/Alice-Poster-1024x576.jpg\" class=\"attachment-large size-large wp-image-27459\" alt=\"\" srcset=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/Alice-Poster-1024x576.jpg 1024w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/Alice-Poster-300x169.jpg 300w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/Alice-Poster-768x432.jpg 768w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/Alice-Poster-18x10.jpg 18w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/Alice-Poster-800x450.jpg 800w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/Alice-Poster.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"Alice Poster | Monsterblockhk\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-388e21f elementor-widget elementor-widget-heading\" data-id=\"388e21f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><font color=\"#000000\" face=\"Arial, sans-serif\"><span style=\"font-size: 17.3333px\">Alice AI: An Example of a Signals Tool Integrated with the Polymarket API<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72909bd elementor-widget elementor-widget-text-editor\" data-id=\"72909bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>When it comes to translating the concept of AI signal tools into a specific product, Alice AI is currently one of the leading tools designed for the Polymarket ecosystem. It integrates with Polymarket\u2019s API to track capital flows and odds changes on the platform in real time. After analysis by AI models, it pushes market signals with confidence scores to users via a Telegram bot.<\/p>\n<p>Alice AI is positioned as<b>A tool to aid decision-making, not a trade execution order<\/b>. After receiving a signal, users still need to decide for themselves whether to participate in the corresponding market and how to manage their positions. There is a clear logic behind this design choice: one of the root causes of the 99.49% failure rate of the automated trading bots mentioned earlier is that the zero-barrier \u201cclick-to-follow\u201d feature deprives users of the opportunity to develop their own market judgment. The value of a signal tool lies precisely in helping users make judgments, not in replacing the judgment itself.<\/p>\n<p>Alice AI currently covers multiple market categories on Polymarket, including major topics such as politics, sports, economics, cryptocurrency, and film and television culture, providing signal analysis for virtually all mainstream prediction markets on the platform. Users can select the types of signals they wish to receive within the Telegram bot. Each push notification is labeled with a confidence percentage, allowing users to assess the strength of the signal rather than passively accepting all notifications.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ed2719 elementor-button-warning elementor-align-center elementor-widget elementor-widget-button\" data-id=\"1ed2719\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/t.me\/thealice_ai_bot?start=RN36L\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Get Started with the Alice AI Telegram Bot<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a11db0 elementor-widget elementor-widget-heading\" data-id=\"4a11db0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">Alice AI: An In-Depth Analysis\u2014How Does It Actually Work?<\/span><\/font><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e9eb87b elementor-widget elementor-widget-heading\" data-id=\"e9eb87b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">How the Three-Tier Structure Addresses the Three Reasons Retail Investors Lose Money<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d43ef66 elementor-widget elementor-widget-text-editor\" data-id=\"d43ef66\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Alice AI\u2019s product design revolves around one core question: If retail investors can never keep up with machines in terms of execution speed, at what stage can AI tools truly make a difference?<\/p>\n<p>The answer is<b>Data Compression Layer<\/b>. There are three structural reasons why retail investors lose money: execution speed, emotional decision-making, and delays in information processing. The latter two occur during the \u201cdecision-making process before placing a trade,\u201d rather than at the moment of execution. Alice AI\u2019s three-tier architecture is designed specifically to address this decision-making process:<\/p>\n<p>The first layer is<b> Signal Ingestion<\/b>...The system taps into global streams of unstructured information, condensing scattered market noise\u2014such as Twitter sentiment, news headlines, and the on-chain activity of major players\u2014into recognizable signals. This process eliminates the need for retail investors to spend hours each day sifting through information.<\/p>\n<p>The second level is <b>Probabilistic Reasoning<\/b>The system uses a game theory model to assign a probability score to signals and outputs a confidence percentage. The purpose of this step is to translate \u201cintuitive judgments\u201d into \u201cprobabilistic terms,\u201d allowing users to quantitatively compare the gap between their intuition and current market pricing, thereby identifying potential mispricing opportunities.<\/p>\n<p>The third level is<b> Execution Support<\/b>The system sends real-time signals via Telegram, so users don\u2019t have to constantly monitor the market. This feature addresses the problem of \u201cknowing about an opportunity but failing to act in time\u201d; signals are delivered to users before the odds window closes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa19656 elementor-widget elementor-widget-image\" data-id=\"aa19656\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/ChatGPT-Image-2026\u5e746\u670821\u65e5-\u4e0b\u534805_01_22.png\" data-elementor-open-lightbox=\"yes\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6Mjc0NDYsInVybCI6Imh0dHBzOlwvXC9tb25zdGVyYmxvY2toay5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjZcLzA2XC9DaGF0R1BULUltYWdlLTIwMjZcdTVlNzQ2XHU2NzA4MjFcdTY1ZTUtXHU0ZTBiXHU1MzQ4MDVfMDFfMjIucG5nIn0%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/ChatGPT-Image-2026\u5e746\u670821\u65e5-\u4e0b\u534805_01_22-1024x576.png\" class=\"attachment-large size-large wp-image-27446\" alt=\"\" srcset=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/ChatGPT-Image-2026\u5e746\u670821\u65e5-\u4e0b\u534805_01_22-1024x576.png 1024w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/ChatGPT-Image-2026\u5e746\u670821\u65e5-\u4e0b\u534805_01_22-300x169.png 300w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/ChatGPT-Image-2026\u5e746\u670821\u65e5-\u4e0b\u534805_01_22-768x432.png 768w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/ChatGPT-Image-2026\u5e746\u670821\u65e5-\u4e0b\u534805_01_22-1536x864.png 1536w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/ChatGPT-Image-2026\u5e746\u670821\u65e5-\u4e0b\u534805_01_22-18x10.png 18w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/ChatGPT-Image-2026\u5e746\u670821\u65e5-\u4e0b\u534805_01_22-800x450.png 800w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/ChatGPT-Image-2026\u5e746\u670821\u65e5-\u4e0b\u534805_01_22.png 1672w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"How Does AliceAI Work? | Monsterblockhk\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dad5248 elementor-button-warning elementor-align-center elementor-widget elementor-widget-button\" data-id=\"dad5248\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/t.me\/thealice_ai_bot?start=RN36L\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Get Started with the Alice AI Telegram Bot<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2b8905 elementor-widget elementor-widget-heading\" data-id=\"d2b8905\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">Why choose a Telegram bot instead of an app or a website?<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e84024f elementor-widget elementor-widget-text-editor\" data-id=\"e84024f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Alice AI chose to use a Telegram bot as its primary delivery interface rather than developing a standalone app; this decision was based on several noteworthy considerations.<\/p>\n<p>First of all,<b>Seamless Onboarding<\/b>. Signals in prediction markets are extremely time-sensitive, and the window for odds adjustments is often only a few minutes. If users have to open a separate app, log in to their account, and wait for the interface to load, the window of opportunity for the signal may have already passed. Telegram notifications are virtually instantaneous, allowing users to see signal alerts right on their phone\u2019s lock screen. At the current push frequency, Alice AI sends approximately 5 to 10 signals per hour,<span style=\"font-size: 17.5px; letter-spacing: 0.2px;\">Users do not need to constantly monitor the market; signals are delivered automatically.<\/span><\/p>\n<p>Next is<b>Low-Threshold Access<\/b>. For users new to prediction markets, the Telegram bot operates in a way that closely aligns with their everyday habits, so there\u2019s no need to learn a new interface.<\/p>\n<p>Third is<b>Community Ecosystem Overview<\/b>Telegram is the most central communication platform in the encrypted community. Its push notifications can be seamlessly integrated into users\u2019 existing information consumption habits, rather than requiring the creation of a separate, isolated tool.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43d3f71 elementor-button-warning elementor-align-center elementor-widget elementor-widget-button\" data-id=\"43d3f71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"http:\/\/t.me\/thealiceai\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Join the official Alice AI community<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-289e4fc elementor-widget elementor-widget-image\" data-id=\"289e4fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/DeAgent.webp\" data-elementor-open-lightbox=\"yes\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6Mjc0MzgsInVybCI6Imh0dHBzOlwvXC9tb25zdGVyYmxvY2toay5jb21cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjZcLzA2XC9EZUFnZW50LndlYnAifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/DeAgent-1024x536.webp\" class=\"attachment-large size-large wp-image-27438\" alt=\"\" srcset=\"https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/DeAgent-1024x536.webp 1024w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/DeAgent-300x157.webp 300w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/DeAgent-768x402.webp 768w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/DeAgent-18x9.webp 18w, https:\/\/monsterblockhk.com\/wp-content\/uploads\/2026\/06\/DeAgent.webp 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"DeAgent | Monsterblockhk\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a5eb25 elementor-widget elementor-widget-heading\" data-id=\"1a5eb25\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">What does Alice AI's funding history tell us?<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57b3cef elementor-widget elementor-widget-text-editor\" data-id=\"57b3cef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Alice AI was founded in April 2026 <b>DeAgentAI (AIA) Ecosystem Fund<\/b>Seed Round Funding. DeAgentAI is an AI agent protocol deployed on both the SUI and BNB Chain. In 2024, it completed a $6 million seed round (led by Web3.com Ventures and Vertex Ventures).<\/p>\n<p>DeAgentAI\u2019s investment in Alice AI is part of its ecosystem fund strategy, which focuses on supporting projects that build specific vertical applications on top of AI agent infrastructure. Prediction markets are one of the first key sectors identified by DeAgentAI, as their decision-making mechanisms are naturally suited for AI agent applications: problems are structured, results are verifiable, and pricing mechanisms are transparent.<\/p>\n<p>It is worth noting that Alice AI is currently still in its early stages (Phase 01 \u2014 Foundations), and its core signal engine and on-chain performance ledger are in the process of being launched. For users interested in trying it out, this timing offers an opportunity to gain early familiarity with the tool at a relatively low cost, while also recognizing that the product is still undergoing iteration and historical performance data has yet to be accumulated.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b4fac6c elementor-button-warning elementor-align-center elementor-widget elementor-widget-button\" data-id=\"b4fac6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"http:\/\/t.me\/thealiceai\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Join the official Alice AI community<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29d7818 elementor-widget elementor-widget-heading\" data-id=\"29d7818\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">Who is Alice AI suitable for? Who is it not suitable for?<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f927157 elementor-widget elementor-widget-text-editor\" data-id=\"f927157\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Ideal User Profile: Users who already understand the basic mechanics of Polymarket and are consciously seeking to shift their prediction market decision-making from \u201cgut-feel\u201d to \u201cprobability-driven,\u201d or users who have some background knowledge of sporting events such as the World Cup and wish to gain a deeper level of information before participating in prediction markets.<\/p>\n<p>Not suitable for: Users who are completely unfamiliar with prediction markets and expect to \u201cautomatically make a profit just by following the signals.\u201d Confidence signals require users to have a basic understanding of probability in order to use them correctly; otherwise, high-confidence signals may be misinterpreted as a guarantee of certainty, which could actually increase the risk of irrational decision-making.<\/p>\n<p>If you are not yet familiar with the basic operations of Polymarket, we recommend that you first read the Polymarket basics tutorial to understand the market mechanisms, deposit methods, and settlement rules before using the AI signal tool as an aid.<\/p>\n<p>Readers interested in AI signals for prediction markets can learn more through the following resources:<\/p>\n<p>Alice AI Official Community (Discussions, Market Analysis, Latest Updates):<u><a href=\"http:\/\/t.me\/thealiceai\"><b>t.me\/thealiceai<\/b><\/a><\/u><br \/>Alice AI Telegram Bot Trial:<u><a href=\"https:\/\/t.me\/thealice_ai_bot?start=RN36L\"><b>t.me\/thealice_ai_bot<\/b><\/a><\/u><\/p>\n<p>Before participating, please ensure that you understand the basic operations of Polymarket and the risk characteristics of prediction markets.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04f73cd elementor-button-warning elementor-align-center elementor-widget elementor-widget-button\" data-id=\"04f73cd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"http:\/\/t.me\/thealiceai\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Join the official Alice AI community<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6b3aa1 elementor-widget elementor-widget-heading\" data-id=\"b6b3aa1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">World Cup: The Most Intuitive Example of Understanding Prediction Market Signals<\/span><\/font><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-094ef6a elementor-widget elementor-widget-heading\" data-id=\"094ef6a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">Why are odds movements in sports events easier to understand than those in political events?<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab69b2d elementor-widget elementor-widget-text-editor\" data-id=\"ab69b2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Odds movements in political prediction markets are often influenced by a great deal of non-public information, making it difficult for ordinary users to determine whether these movements reflect \u201cgenuine probability updates\u201d or \u201cinsider money flowing into the market.\u201d<\/p>\n<p>Sports events are different. The reasons for odds movements are usually visible and verifiable: key players confirmed to be out, weather affecting field conditions, and teams\u2019 past head-to-head records\u2014all of this information is publicly available. For retail bettors, sports events are the best training ground for practicing \u201cidentifying mispricing,\u201d because you can more clearly understand why odds are moving.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f527ec elementor-widget elementor-widget-heading\" data-id=\"5f527ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">Enciso Absence Cases: A Real-Life Illustration of Information Asymmetry<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf04f23 elementor-widget elementor-widget-text-editor\" data-id=\"cf04f23\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>June 12, 2026, In the opening match of Group D of the World Cup between the USA and Paraguay, Paraguay\u2019s most important offensive player, Julio Enciso (21, considered the core of Paraguay\u2019s attack), was confirmed to be out of the game prior to kickoff, but the full pricing adjustment on Polymarket did not occur until several minutes after the news was released.<\/p>\n<p>During those few minutes, the automated system\u2014which had already been monitoring player injury updates\u2014quickly adjusted its positions, while most retail investors hadn\u2019t even had time to react. The final score was a 3\u20130 victory for the United States. This case perfectly illustrates how the \u201cinformation gap\u201d works: critical information emerges, odds adjustments take time, and participants with systematic monitoring systems act before the adjustments are complete.<\/p>\n<p>One of the key benefits of AI signal tools is that they help users more quickly identify such opportunities\u2014specifically, situations where \u201cknown information has not yet been fully reflected in the odds.\u201d<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c5cfa77 elementor-button-warning elementor-align-center elementor-widget elementor-widget-button\" data-id=\"c5cfa77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/t.me\/thealice_ai_bot?start=RN36L\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Get Started with the Alice AI Telegram Bot<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb0b994 elementor-widget elementor-widget-heading\" data-id=\"cb0b994\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">How Should Ordinary People Use AI Signal Tools Correctly?<\/span><\/font><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8cbfe21 elementor-widget elementor-widget-heading\" data-id=\"8cbfe21\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">Which types of users are best suited for this, and which types should exercise caution?<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f432e6 elementor-widget elementor-widget-text-editor\" data-id=\"5f432e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The ideal user profile for the AI Signal Tool: Users who have a basic understanding of predictive markets, are familiar with the fundamentals of Polymarket, and are willing to understand the market\u2019s probabilistic framework before placing a bet, rather than relying solely on intuition to make decisions.<\/p>\n<p>A situation requiring caution: If you are completely unfamiliar with the basic mechanisms of prediction markets, the confidence figures generated by AI signal tools may be misinterpreted as a \u201cguaranteed win rate.\u201d A signal with a confidence level of 74% statistically indicates that there is a 26% probability that this judgment is incorrect\u2014this is not a small probability; it means that nearly one out of every four times, the signal will be wrong. Understanding this fundamental concept is crucial before investing any real money.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a2837e4 elementor-widget elementor-widget-heading\" data-id=\"a2837e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">Enciso Absence Cases: A Real-Life Illustration of Information Asymmetry<\/span><\/font><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19aba84 elementor-widget elementor-widget-text-editor\" data-id=\"19aba84\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The right approach to using AI signal tools is to treat them as \u201ca friend who understands probability and offers advice,\u201d rather than \u201chanding everything over to AI to make money for me.\u201d<\/p>\n<p>The difference is this: the former helps you make more informed decisions; the latter leaves you unable to reflect on your losses or improve. In the prediction market, the problem with blindly following others\u2019 trades isn\u2019t just that you might lose money\u2014it\u2019s that you\u2019ll never know why you lost, so you\u2019ll end up repeating the same mistakes next time.<\/p>\n<p>The long-term value of AI signal tools lies not only in helping you identify a specific trading opportunity, but also in helping you develop a more systematic framework for understanding the market. This framework is the core asset that will allow you to remain competitive in market forecasting over the long term.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32c079a elementor-button-warning elementor-align-center elementor-widget elementor-widget-button\" data-id=\"32c079a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/t.me\/thealice_ai_bot?start=RN36L\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Get Started with the Alice AI Telegram Bot<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f5c62d8 elementor-widget elementor-widget-heading\" data-id=\"f5c62d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\"><font color=\"#000000\" face=\"Noto Sans TC, sans-serif\"><span style=\"letter-spacing: normal\">Frequently Asked Questions<\/span><\/font><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0feb860 elementor-widget elementor-widget-text-editor\" data-id=\"0feb860\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal\" data-sourcepos=\"169:1-170:134;6253-6417\"><strong>Q1: Are bots on Polymarket against the rules?<\/strong> The Polymarket platform itself allows automated trading, and using bots does not violate the platform\u2019s rules. However, certain strategies (such as those that exploit non-public information) may pose regulatory risks. In February 2026, the U.S. CFTC issued a proposal explicitly stating that trading in prediction markets based on non-public information may violate the insider trading provisions of Rule 180.1.<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal\" data-sourcepos=\"172:1-173:110;6419-6550\"><strong>Q2: Can AI signal tools guarantee profits?<\/strong> No. AI signal tools provide probability assessments calculated based on existing information, not definitive answers about future events. Any prediction market tool that claims to guarantee profits should be viewed with extreme caution. The CFTC has also explicitly warned that fraudsters are exploiting the AI craze to promote automated trading systems that claim to offer \u201cguaranteed high returns.\u201d<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal\" data-sourcepos=\"175:1-176:124;6552-6700\"><strong>Q3: Do ordinary people have a real advantage in prediction markets?<\/strong> Yes, but only in specific types of markets. According to research, human traders have a structural advantage in the following two types of markets: first, long-term markets (with a settlement date more than 30 days away), because the speed advantage of bots becomes less significant in such markets; and second, niche markets that require deep domain knowledge, because the relevant information has not yet been digitized and bots cannot process it effectively.<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal\" data-sourcepos=\"178:1-179:220;6702-6949\"><strong>Q4: How do I get started with Alice AI Bot?<\/strong> We recommend joining the official Alice AI community first (<a class=\"underline underline underline-offset-2 decoration-1 decoration-current\/40 hover:decoration-current focus:decoration-current\" href=\"https:\/\/t.me\/thealiceai\">t.me\/thealiceai<\/a>) Stay up to date on the latest signal updates and market discussions, then start receiving signals via the Telegram bot (<a class=\"underline underline underline-offset-2 decoration-1 decoration-current\/40 hover:decoration-current focus:decoration-current\" href=\"https:\/\/t.me\/thealice_ai_bot?start=RN36L\">t.me\/thealice_ai_bot<\/a>). Within the bot, you can choose to enable signals for sports events or the crypto market. It\u2019s currently available for a free trial and works best when used with a Polymarket account.<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal\" data-sourcepos=\"181:1-182:127;6951-7097\"><strong>Q5: Are prediction markets legal in Hong Kong?<\/strong> Polymarket is a blockchain-based decentralized platform. Users in Hong Kong can participate directly through their cryptocurrency wallets without the need for any special verification process. There is currently no specific legislation in Hong Kong governing decentralized prediction markets. However, any market participation involving real funds carries the risk of loss, and users should assess this risk based on their individual risk tolerance. The above does not constitute legal advice.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3dee6c4 elementor-button-warning elementor-align-center elementor-widget elementor-widget-button\" data-id=\"3dee6c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/t.me\/thealice_ai_bot?start=RN36L\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Get Started with the Alice AI Telegram Bot<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bbb3a15 elementor-widget elementor-widget-text-editor\" data-id=\"bbb3a15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"margin-bottom: 1.42em;\"><span style=\"color: #000000;\"><span style=\"font-size: 16px; letter-spacing: normal;\">Extended Reading:<\/span><br \/><u><b><a href=\"https:\/\/monsterblockhk.com\/en\/2026-osl-tutorial\/\"><span style=\"font-size: 16px; letter-spacing: normal;\">2026 OSL User Referral Code Tutorial<\/span><br \/><\/a><\/b><\/u><b><u><a href=\"https:\/\/monsterblockhk.com\/en\/zh-osl-introduction\/\"><span style=\"font-size: 16px; letter-spacing: normal;\">Getting to know OSL: What is it? Security, Features<\/span><br \/><\/a><a href=\"https:\/\/monsterblockhk.com\/en\/hk-otc-2026\/\"><span style=\"font-size: 16px; letter-spacing: normal;\">2026 Hong Kong OTC Trading Compliance Methods<\/span><br \/><\/a><a href=\"https:\/\/monsterblockhk.com\/en\/mexc-exchange-review-2026\/\"><span style=\"font-size: 16px; letter-spacing: normal;\">MEXC Global Exchange In-Depth Review<\/span><br \/><\/a><a href=\"https:\/\/monsterblockhk.com\/en\/what-is-hyperliquid\/\"><span style=\"font-size: 16px; letter-spacing: normal;\">Hyperliquid perpetual contract DEX analysis<\/span><br \/><\/a><span style=\"font-size: 16px; letter-spacing: normal;\"><a href=\"https:\/\/monsterblockhk.com\/en\/crypto-wallet-hot-wallet-cold-wallet\/\">Hot and Cold Wallet Principles: Self-Custody vs Exchange Custody<\/a><\/span><\/u><\/b><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0770a8c elementor-widget elementor-widget-text-editor\" data-id=\"0770a8c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h3 style=\"font-variant-ligatures: normal; font-variant-caps: normal; font-family: Rubik, sans-serif; font-style: normal; letter-spacing: 0.2px;\">Disclaimer<\/h3>\n<p style=\"margin-bottom: 1.42em; font-variant-ligatures: normal; font-variant-caps: normal; font-family: Rubik, sans-serif; font-size: 17.5px; font-style: normal; font-weight: 300; letter-spacing: 0.2px;\">The content of this article is for informational and educational purposes only and does not constitute any investment advice, nor does it represent the position and views of Monsterblockhk. All information and analyses are based on publicly available information as of a specific date and are subject to change. Readers are advised to exercise independent judgment and carefully assess the associated risks. This article does not constitute any invitation or solicitation to buy or sell securities, funds or other financial products, and Monsterblockhk is not a licensed investment adviser of the Securities and Futures Commission of Hong Kong. If necessary, readers should consult a licensed professional for advice on their own circumstances.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>\u9810\u6e2c\u5e02\u5834\u4e0d\u662f\u4f60\u60f3\u50cf\u4e2d\u90a3\u7a2e\u300c\u5927\u5bb6\u6295\u7968\u3001\u667a\u6167\u52dd\u51fa\u300d\u7684\u516c\u5e73\u904a\u6232\u3002\u6839\u64da 2026 \u5e74\u5c0d Polymarket \u516c\u958b\u6392\u884c 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