# Risk Management Related Articles

HTX News Center provides the latest articles and in-depth analysis on "Risk Management", covering market trends, project updates, tech developments, and regulatory policies in the crypto industry.

Polymarket 2025: In-Depth Report on Six Profit Models, Starting from 95 Million On-Chain Transactions

This report analyzes six proven profit strategies on Polymarket, a decentralized prediction market with over 95 million transactions and $21.5 billion in nominal volume in 2025. Based on an analysis of 86 million on-chain transactions, the strategies are: 1. **Information Arbitrage**: Exemplified by a French trader who made $85M on the 2024 US election by conducting unique "neighbor effect" polls, exploiting systematic market pricing errors. 2. **Cross-Platform Arbitrage**: Earning risk-free profits by capitalizing on price discrepancies for the same event across different prediction markets (e.g., Polymarket vs. Kalshi), netting over $40M collectively. 3. **High-Probability "Bonding"**: Consistently buying high-probability outcomes (e.g., >95% certainty) for steady, short-term returns, with potential yields exceeding 1800% annualized. 4. **Liquidity Providing (LP)**: Acting as a market maker to earn spreads and rewards, though returns have diminished post-2024 election due to increased competition and lower rewards. 5. **Domain Specialization**: Achieving high win rates (e.g., 96%) by developing deep expertise in a niche area (e.g., sports, specific event mentions), making infrequent but high-conviction bets. 6. **Speed Trading**: Using automated systems and low-latency tech to profit from brief information advantages, a strategy increasingly dominated by institutional players. The analysis concludes that successful traders systematically identify market inefficiencies, practice strict risk management (e.g., limiting single bets to 5-10% of capital), and build superior information advantages in specific domain. As Polymarket matures, newcomers are advised to start with lower-risk strategies like bonding and focus on building expertise in a vertical niche.

marsbit12/29 03:44

Polymarket 2025: In-Depth Report on Six Profit Models, Starting from 95 Million On-Chain Transactions

marsbit12/29 03:44

Founder's Account: From Start to Abandonment, Why I'm No Longer Doing Web3 Payments

In this candid reflection, a serial entrepreneur shares their decision to step away from Web3 payment ventures after six months of deep immersion. Initially drawn by the promise of faster, more transparent, and globally efficient settlements—especially for cross-border and remote work scenarios—the founder quickly realized that the industry’s core challenges aren’t product-based but structural. Through on-the-ground research in places like Yiwu, Mexico, and Shuibei, they observed that real-world adoption of Web3 payments remains fragmented, relationship-dependent, and far from the scalable, product-driven opportunity often portrayed. The critical barrier? Dependence on banking relationships, compliance, licensing, risk management, and regulatory navigation—areas where small, agile teams lack the resources and long-term leverage. The author emphasizes that many seemingly profitable payment operations actually profit from risk tolerance, not operational excellence, and that sustainability hinges on resilience to regulatory and financial shocks. While still believing in Web3 payment’s long-term potential—especially as a back-end upgrade for global treasury management—they concluded that the sector demands deep industry assets, patience, and risk capital ill-suited to their team’s strengths. Instead, they plan to focus on the next layer: helping users navigate on-chain asset management and risk-aware investing, turning payment flows into sustainable value. This isn’t a rejection of Web3 payments but a pragmatic shift based on resource alignment and structural reality.

marsbit12/26 02:13

Founder's Account: From Start to Abandonment, Why I'm No Longer Doing Web3 Payments

marsbit12/26 02:13

Top 10 AI Models Speak Out: What Do Crypto Users Care About Most in 2025?

This article summarizes the top concerns of cryptocurrency users in 2025, as predicted by 10 major AI models. The models were asked to identify the three most common questions users would have about crypto in 2025, with instructions to avoid real-time searches and base answers on long-term discussion patterns. The responses, while varied, cluster around three core themes: market cycles, profit opportunities, and risk management. Key recurring questions include: - The current market phase (bull or bear) and how long it will last. - Bitcoin's price trajectory post-halving and the market's peak. - Where to find profitable opportunities (alpha) and the best assets or sectors to invest in (e.g., RWA, AI+Crypto, L2s, Solana). - The impact of regulatory changes and ETF approvals on the market and asset safety. - How to identify scams, assess project legitimacy, and securely store assets. - Practical on-chain concerns like avoiding MEV and setting slippage. The analysis notes that the models' different focuses reflect their design and user base. For instance, ChatGPT framed questions around a structured narrative of market anxiety, while Kimi addressed granular technical issues. More capable models tended to provide sharper, more specific questions, while others fell back on broader, common themes. Overall, the collective output reveals a user mindset focused on first gauging market trends, then seeking alpha, and finally mitigating risks.

比推12/24 06:50

Top 10 AI Models Speak Out: What Do Crypto Users Care About Most in 2025?

比推12/24 06:50

Don't Waste Every Loss: The 'Sisyphean Revelation' of the Crypto Market

The article "Don't Waste Every Loss: The Sisyphus Lesson for Crypto Markets" addresses skilled traders facing significant profit drawdowns despite strong historical performance. It draws a parallel to the myth of Sisyphus, who found meaning in the struggle itself, suggesting that success in crypto trading lies not in avoiding losses but in embracing the process with awareness and resilience. The piece critiques two common emotional reactions to major losses: doubling down aggressively (like a Martingale strategy) or quitting entirely. Both are seen as superficial fixes that avoid the core issue: flawed risk management. The real challenge isn’t knowing risk principles but executing them consistently under emotional pressure, ego, and stress. To recover, traders must accept the loss as a tuition fee for personal flaws, not bad luck. They should anchor to current net worth, not past highs, and avoid the dangerous urge to "win it back." Strict rules on position sizing, stop-losses, and discipline are essential to prevent catastrophic failures. Emotional release is encouraged, but the key is converting pain into a lesson to avoid repetition. The article concludes that such losses, if approached with a冷静, machine-like mindset, can build resilience and improve one’s system. Each failure becomes a moat that others must pay to learn. The goal is not redemption or revenge but growth, ensuring the same mistakes never recur.

marsbit12/23 12:39

Don't Waste Every Loss: The 'Sisyphean Revelation' of the Crypto Market

marsbit12/23 12:39

Honeypot Finance: The New Full-Stack Perp DEX – Can It Challenge Hyperliquid?

Honeypot Finance, a new full-stack perpetual DEX, is emerging as a potential challenger to established players like Hyperliquid. With a $35M valuation and backing from investors like Mask Network, it aims to reshape the Perp DEX landscape through a unique hybrid model combining order book efficiency with AMM resilience. Unlike traditional models, Honeypot integrates an order book (via Orderly Network) for low-slip execution during normal conditions and a proprietary AMM that activates during high volatility, ensuring continuous tradability. It also introduces a structured risk management system featuring layered vaults—allowing conservative capital to enter "Priority Vaults" for safer yields, while risk-tolerant users opt for "Secondary Vaults" for higher returns. The platform employs a multi-stage liquidation process to minimize unfair liquidations and avoid automatic deleveraging (ADL) unless absolutely necessary. The ecosystem is supported by a closed-loop tokenomics model. The $HPOT token (500M fixed supply) benefits from protocol fee buybacks and burns, tying its value to real revenue. HoneyGenesis NFTs act as yield-weight amplifiers, rewarding long-term stakers or offering permanent boost options when burned. Having already facilitated over $120M in total trading volume ($20M in perpetuals), Honeypot aims to create a synergistic system—from meme launchpad (Pot2Pump) to derivatives trading—that captures and sustains value through actual usage rather than inflationary incentives. Its success hinges on attracting sustained liquidity, proving its risk infrastructure under stress, and validating its full-stack integration approach.

marsbit12/23 09:03

Honeypot Finance: The New Full-Stack Perp DEX – Can It Challenge Hyperliquid?

marsbit12/23 09:03

Facing Losses: The Trader's Path to Nirvana

Facing Loss: A Trader's Path to Rebirth This article addresses skilled traders who have recently suffered significant losses after a period of profitability, not those who are consistently unprofitable. A major loss can feel like the myth of Sisyphus, endlessly pushing a boulder up a hill only to watch it roll back down. Trading offers no safety nets; one bad decision can undo years of work. Typical reactions are extreme: some double down with aggressive, high-risk bets (a Martingale strategy), a dangerous habit that can lead to ruin. Others, often comfortable financially, simply quit, claiming the market has changed. The core issue is usually a failure of risk management. The math is simple, but the execution—sticking to rules under emotional duress, ego, and pressure—is incredibly difficult. The market ruthlessly exposes this disconnect. To recover, one must first accept that the loss was not bad luck but the result of a flaw in their process. This flaw must be identified and fixed. Crucially, traders must accept their new net worth and avoid the dangerous obsession of "making the money back." The goal is simply to be profitable again, not to reclaim a past high. View the loss as tuition paid to the market for a vital lesson. Identify the specific cause—often oversized positions, a lack of stop-losses, or failure to execute them. Implement strict, structured rules around risk to prevent future disasters. Allow time to grieve the loss, but channel the pain into action. Trauma must be converted into disciplined processes, or it will repeat. Like Napoleon after a defeat, the priority is to rebuild infrastructure and fortify weaknesses to fight another day. There is no need for revenge or self-pity. Approach the situation like a machine: diagnose the error, repair the system, and ensure it never happens again. Each survived failure becomes a moat in your trading strategy, hard-earned wisdom that others gain only through experience. Such failures forge a trader. Be grateful for the painful lesson, allow yourself to feel it, and use the anguish as fuel to ensure it is the last of its kind. Mastering this turns the inevitable wealth compounder in your favor. Good luck.

深潮12/22 09:35

Facing Losses: The Trader's Path to Nirvana

深潮12/22 09:35

After Researching How to Add Leverage to Prediction Markets, I Found This Problem Almost Unsolvable

Leverage in prediction markets remains a major unsolved challenge due to the unique nature of binary outcomes. Unlike traditional assets, prediction market shares have a fixed maximum value of $1 and can drop to zero instantly upon event resolution, causing discontinuous price "jumps." This jump risk makes high leverage extremely dangerous, as liquidation mechanisms fail during sudden price moves, potentially leaving lenders with losses. Real-world cases, like dYdX’s TRUMPWIN market during the 2024 election, show even well-designed systems with safeguards can fail under jump conditions. Current solutions vary: some platforms (e.g., HyperliquidX, Drift) limit leverage to 1-1.5x; others use dynamic risk management (e.g., D8X, PredictEX); while some offer high leverage without clear risk disclosure. The core issue is that prediction markets resemble exotic options, not perpetual futures, and may require specialized, exchange-level infrastructure—such as time-based margin calls and multi-layer insurance—to manage jump risk transparently on-chain. Until then, sustainable high leverage remains elusive.

Odaily星球日报12/17 09:57

After Researching How to Add Leverage to Prediction Markets, I Found This Problem Almost Unsolvable

Odaily星球日报12/17 09:57

ADA in Consolidation: Bears Control Cardano, $0.40 Becomes the Make-or-Break Line

ADA is currently consolidating around the $0.40 level, with bears maintaining control as the price faces persistent selling pressure near key moving averages. Trading volume remains moderate, with Binance alone recording around 100 million ADA traded in 24 hours. The order book shows substantial mid-range sell-side liquidity, while buy-side interest persists at lower levels. The short-term trend remains vulnerable, and a break below the current support zone could accelerate the decline. Conversely, a breakout above the descending moving averages might open the path toward higher resistance levels, though such a move would likely encounter intensified selling pressure. Overall, ADA is in a low-energy consolidation phase, with prices oscillating between $0.39 and $0.41. The market lacks strong momentum, and a clear directional move may require either a dissipation of bearish sentiment or a decisive breach of key technical levels. Risk management is advised during this period of uncertainty.

金色财经12/15 09:48

ADA in Consolidation: Bears Control Cardano, $0.40 Becomes the Make-or-Break Line

金色财经12/15 09:48

Fed Rate Cut Tonight Almost Certain, This Meeting More Like a 'Political Pressure Test'!

This week's Federal Reserve policy meeting is set to be one of the most contentious in recent years. With key economic data missing due to a 43-day U.S. government shutdown, the meeting has evolved into a stress test of the Fed’s independence and decision-making process. Market expectations for a rate cut have surged from 30% to 97%, reflecting both data uncertainty and growing political influence. Internally, the Fed is deeply divided, with a 4-4 split among key officials between holding rates and cutting. The dot plot shows a rare "bimodal distribution," with 7 officials favoring no change and 8 supporting a 50-basis-point cut. Doves point to a weakening labor market—unemployment rose to 4.3% in August, a four-year high—while hawks emphasize persistent inflation, with core PCE at 2.7%, above the 2% target. Political pressure has intensified, notably through appointments like Stephen Milan, who voted for a deeper cut just one day into his role, aligning with former President Trump’s public demands. The upcoming Fed leadership transition adds further uncertainty, as officials may be positioning for future roles. Amid data gaps and political interference, the Fed faces a complex risk-management dilemma: balancing concerns over slowing employment against inflation risks and soaring government debt interest costs. Communication challenges are heightened by internal divisions, forcing the Fed to rely more on high-frequency and alternative data. This meeting may mark a shift toward a new monetary policy framework where data scarcity and political pressure become persistent challenges to the Fed’s independence.

marsbit12/10 02:29

Fed Rate Cut Tonight Almost Certain, This Meeting More Like a 'Political Pressure Test'!

marsbit12/10 02:29

Bitcoin Reclaims $94,000: A New Bull Market Beginning or a Bull Trap?

Bitcoin has surged back to the $94,000 level, sparking debate over whether this marks the beginning of a new bull run or a short-term bullish trap. Despite the strong price performance, trading volume has not fully supported the upward move. Key resistance levels and the upcoming FOMC meeting have influenced market sentiment. After a brief period of consolidation, Bitcoin broke through $93,500, reestablishing a short-term bullish trend. Technical analysis indicates the formation of bullish patterns such as the "cup and handle" and "inverse head and shoulders," suggesting a potential rise to $104,000 if $96,000 is breached. However, failure to hold above $96,000 could trigger a pullback toward $88,000–$89,000 or even lower. Market liquidity presents mixed signals. The buy-sell ratio remains low, and retail participation—especially from South Korea—has cooled, though U.S. institutional demand appears stronger. On-chain data shows increased activity from large holders, indicating accumulation by "smart money." Macro factors include potential Fed rate cuts and supportive U.S. policy developments, such as proposed Bitcoin strategic reserves and stablecoin legislation. Bitcoin ETF approvals are also anticipated by mid-May, with traditional firms like Vanguard gradually opening access to crypto ETFs. Risks include overbought conditions, high leverage (with $120M in long liquidations possible below $87,000), and regulatory uncertainties outside the U.S. Investors should monitor the $96,000 level and Fed policy closely, prioritizing risk management in a volatile market driven by ETF flows, leverage cycles, and macro liquidity.

marsbit12/10 01:32

Bitcoin Reclaims $94,000: A New Bull Market Beginning or a Bull Trap?