Indepth Research

Provide in-depth research reports and independent analysis, leveraging data, technology, and economic insights to deliver a comprehensive examination of the blockchain ecosystem, project potential, and market trends.

Ethereum secures 58% of $16.5B RWA market – Will ETH prices follow?

Ethereum is consolidating its role as a capital and settlement hub, with $163.3 billion in stablecoin supply and a dominant 58% share of the $16.5 billion RWA market. While user activity is fragmenting across L2s—evidenced by a declining L2-to-L1 daily active user ratio—liquidity remains strongly anchored to the base layer due to its superior security and finality. This is further reinforced by institutional demand, as seen in substantial ETF inflows and growing RWA adoption. However, softer fee generation and minimal ETH burn suggest that if capital remains passive and user activity continues migrating to L2s, it may not directly translate to stronger ETH price performance.

ambcrypto03/28 19:02

Ethereum secures 58% of $16.5B RWA market – Will ETH prices follow?

ambcrypto03/28 19:02

From Housemate Arguments to a $300 Billion Showdown: WSJ Long-Form Article First Reveals the Decade-Long Personal Feud Between Anthropic and OpenAI Founders

The Wall Street Journal reveals the decade-long personal rift between Anthropic and OpenAI founders, Dario and Daniela Amodei, and OpenAI's Sam Altman and Greg Brockman. The conflict, rooted in philosophical differences over AI development and governance, began in 2016. Tensions escalated over leadership disputes, credit attribution, and management styles, culminating in the Amodeis and nearly a dozen employees leaving OpenAI in late 2020 to form Anthropic. Today, both companies are valued over $300 billion, competing fiercely while their founders' unresolved personal animosity continues to shape the global AI landscape.

marsbit03/28 07:27

From Housemate Arguments to a $300 Billion Showdown: WSJ Long-Form Article First Reveals the Decade-Long Personal Feud Between Anthropic and OpenAI Founders

marsbit03/28 07:27

Weekly Editor's Picks (0321-0327)

Weekly Editor's Picks (0321-0327) by Odaily Planet Daily features in-depth analyses from the past week. Key topics include: **Macro & Geopolitics:** The article analyzes why oil prices remain above $100/barrel despite a 400-million-barrel strategic reserve release, citing Iran-related supply disruptions in the Strait of Hormuz. It discusses the economic impact of the Iran conflict, parallels with Ukraine, and how bond market volatility—not just oil—is reshaping monetary policy expectations. **Investment & Startups:** Balancer proposes major tokenomics reforms and operational restructuring after a $120M exploit, shifting from token emission-driven growth to a revenue-focused model. **Web3 & AI:** ERC-8183 is highlighted as a key protocol for decentralized AI agent economies, structuring task-based commerce on-chain. Another piece argues that AI agents won’t kill SaaS; instead, proprietary data and entrenched workflows will remain crucial moats. **Prediction Markets:** Polymarket’s liquidity incentives and fee structure are examined, noting that only 2% of users generate 90% of volume. Profitable strategies include sports betting, crypto market-making, and high-conviction trading. **Policy & Stablecoins:** The proposed U.S. CLARITY Act may redefine stablecoins as payment tools (not savings products), potentially negatively impacting DeFi tokens like UNI while benefiting compliant entities like Circle. Also included are airdrop guides, Ethereum L2 developments, and weekly highlights like Tether’s audit progress and regulatory updates.

marsbit03/28 03:07

2% of Users Contribute 90% of Trading Volume: The True Portrait of Polymarket

A deep analysis of Polymarket's user base reveals a stark concentration of trading activity: just 2% of users, classified as high-frequency, high-volume professional traders (P6), generate nearly 90% of the platform's total trading volume. This contrasts with the 69% of users who are low-activity, small-scale participants (P2), driven primarily by major events like elections or sports. The study, analyzing three months of on-chain data, segments users into seven profiles based on transaction frequency (T1-T7) and volume (V1-V7). While the user base is dominated by infrequent, small-scale bettors, the trading volume is overwhelmingly controlled by a small cohort of algorithmic and systematic traders. This structural split directly influences market dynamics. Cryptocurrency markets are dominated by P6 traders, indicating heavy algorithmic activity. Sports markets attract a more diverse mix, including seasoned human bettors. Political markets have the highest share of users but are filled with event-driven, one-time participants. The findings have critical implications for fee structures. Polymarket's current tiered fees—highest for crypto (1.80%), lower for sports (0.75%) and politics (1.00%), and zero for geopolitics—are strategically aligned with the tolerance of each user profile. A flat fee could severely damage liquidity by discouraging the vital P6 segment. The report concludes that platform growth strategies must be tailored to target specific user profiles: P6 for volume, P2 for user growth. It posits that Polymarket's future may lie at the intersection of crypto and AI, potentially becoming a mass-market platform for autonomous trading agents.

marsbit03/27 10:07

2% of Users Contribute 90% of Trading Volume: The True Portrait of Polymarket

marsbit03/27 10:07

Stop Focusing Only on Oil Prices, the Bond Market Is the Real Barometer

The bond market, not oil prices, has become the primary driver of global financial conditions amid the ongoing Iran war. Over the past 27 days, the US 10-year Treasury yield has surged 50 basis points to 4.42%, shifting market expectations from multiple 2026 rate cuts to potential hikes. This rapid rise reflects renewed inflation fears, with 12-month expectations hitting 5.2%, while the labor market shows persistent weakness—over 1 million jobs were revised away for 2025. Historical "Policy Shift Zone" of 4.50%-4.70% for the 10-year yield is critical; breaching it likely triggers government intervention, as seen in past crises. Recent signals, including delayed strikes and peace talks," suggest such moves may be imminent. While oil remains elevated near $100/barrel, bond volatility now dictates equity pressures and policy responses. The administration’s market sensitivity implies interventions to prevent economic deterioration, likely leading to conflict de-escalation within weeks, not months. Despite short-term turbulence, the AI revolution continues accelerating. Monitor bonds—they’re setting the risk boundary.

marsbit03/27 06:55

Stop Focusing Only on Oil Prices, the Bond Market Is the Real Barometer

marsbit03/27 06:55

Fidelity’s New Bitcoin Study Challenges The Traditional 60/40 Portfolio

Fidelity Digital Assets' new research argues that a zero allocation to bitcoin now requires active justification, as historical data shows BTC was the top-performing asset in 11 of the past 15 years. The report highlights bitcoin’s low correlation to traditional assets, its role as an inflation hedge, and its positive impact on risk-adjusted returns. Even small allocations (1-3%) historically improved Sharpe and Sortino ratios in a 60/40 portfolio without drastically increasing drawdowns. Fidelity questions the sustainability of traditional portfolio tailwinds, like falling rates and rich equity valuations, suggesting bitcoin offers asymmetric returns in a changing macro environment. The study does not prescribe a universal allocation but emphasizes that bitcoin can deliver material portfolio impact even from a small starting weight.

bitcoinist03/26 16:32

Fidelity’s New Bitcoin Study Challenges The Traditional 60/40 Portfolio

bitcoinist03/26 16:32

The Oil Order is Breaking Apart: What Happens Next in the Middle East?

The article analyzes the breakdown of the longstanding implicit bargain that underpinned Middle Eastern oil and security order: the U.S. would not target Iran's regime, and Iran would not disrupt the Strait of Hormuz. This equilibrium shattered after a U.S.-Israel strike on Iranian nuclear facilities in 2025, which Iran viewed as crossing a red line. In response, Iran initiated a "selective blockade" of the Strait in 2026, allowing some ships (e.g., Chinese, Russian) passage while blocking others. The U.S. military buildup, including deploying a "lightning carrier" and planning a potential ground assault on Iran's oil terminals, has failed to reopen the Strait. The crisis is reshaping global alliances, as Iran uses transit permits as diplomatic leverage. Key structural shifts are underway: the Saudi activation of alternative oil pipelines, the erosion of the U.S. security guarantee, and a challenge to dollar-denominated oil trade. Two potential paths are outlined: a major ground war or a de-escalation through deterrence and backchannel talks. Regardless, the conflict is expected to be prolonged, with lasting impacts on energy routes, global inflation, and the petrodollar system.

marsbit03/26 10:48

The Oil Order is Breaking Apart: What Happens Next in the Middle East?

marsbit03/26 10:48

Survival Guide: Don't Let Web3's 'High-Frequency Trading' Exhaust Your Irreplaceable Heart

Heart Health Survival Guide for Entrepreneurs: Don't Let Web3’s "High-Frequency Trading" Exhaust Your Irreplaceable Heart Entrepreneurs face unique cardiovascular risks due to chronic stress, sleep deprivation, overwork, and neglect of traditional risk factors like smoking, hypertension, and diabetes. Key insights: - Prolonged stress elevates cortisol, damaging blood vessels and accelerating atherosclerosis. - Sleeping <6 hours nightly significantly increases blood pressure and mortality risk. - Overwork can trigger sudden cardiac death in those with underlying conditions. Critical health checks include: - Blood tests: LDL cholesterol (<1.8 mmol/L for冠心病 patients), blood pressure (<140/90 mmHg), and troponin (even slight elevations raise mortality risk 10x in young adults). - ECG and echocardiograms to assess heart structure/function. - BMI (18.5–23.9) and waist circumference (men <90cm, women <85cm). Self-monitoring via smartwatches (heart rate alerts), home blood pressure checks, and symptom awareness (e.g., chest pain, unexplained dizziness) is essential. Common misconceptions: - Exercise isn’t a shield; excessive intensity may provoke cardiac events. - Youth doesn’t guarantee safety—heart attacks are rising in under-50s. - Symptoms can be silent or atypical. Prevention strategies: - 150 mins/week of moderate aerobic exercise. - Daily salt intake <5g; prioritize fiber (25g+ daily). - Sleep ≥6 hours nightly. - Quit smoking; limit alcohol (men ≤25g/day, women ≤15g). - Keep emergency supplies: nitroglycerin, aspirin, and an AED accessible. During a heart attack: 1. Call 120 immediately—do not drive. 2. Lie flat, loosen clothing, use nitroglycerin if prescribed. 3. Start CPR if unconscious (100–120 compressions/min). 4. Use AED if available. Your heart is irreplaceable—prioritizing health is the ultimate long-term investment.

marsbit03/26 10:18

Survival Guide: Don't Let Web3's 'High-Frequency Trading' Exhaust Your Irreplaceable Heart

marsbit03/26 10:18

Bittensor Goes Left, Virtuals Goes Right: Two Flywheel Paradigms of AI Crypto Projects

The article compares two AI crypto project models: Bittensor's subnet ecosystem and Virtuals' agent-based system. Bittensor uses TAO emissions to incentivize subnets, which compete for daily TAO rewards. Subnets require significant capital to launch (e.g., 871 TAO for a subnet slot) and focus on infrastructure like decentralized computing and AI research. Its ecosystem has high entry barriers, complex onboarding, and targets technical users. Virtuals employs a pump.fun-like model where agent tokens gain value through trading volume, enabling rapid capital accumulation during speculative cycles. It has low entry costs for teams, supports quick iteration via a 60-day trial program, and excels at retail distribution due to its Base chain integration and consumer-friendly concepts. Both models share a liquidity flywheel: demand for subnet tokens boosts TAO, while demand for agent tokens boosts VIRTUAL. Bittensor is infrastructure-oriented with high funding potential, while Virtuals is application-focused, leveraging market momentum for consumer AI agents.

marsbit03/26 09:25

Bittensor Goes Left, Virtuals Goes Right: Two Flywheel Paradigms of AI Crypto Projects

marsbit03/26 09:25

AI's Cost Dilemma: How Infrastructure Economics Will Reshape the Next Phase of the Market

AI is expanding, but its underlying economic model is fragile. While training cutting-edge models like Claude 3.5 Sonnet costs tens of millions—with future models potentially reaching $1 billion—the real burden is inference costs, which accumulate with each API call and strain startups. Three cloud giants—AWS, Azure, and Google Cloud—control two-thirds of global cloud infrastructure, creating market concentration and supply risks. Top AI labs secure GPU access at near-cost rates (as low as $1.30–$1.90/hour) via strategic partnerships, while smaller players pay retail prices exceeding $14/hour—a 600% premium. Energy consumption is another challenge: data centers already use 1–1.5% of global electricity, and AI’s growth will intensify this demand. Decentralized inference networks like Gonka offer an alternative, aiming to reduce costs (e.g., $0.0009 per million tokens vs. $1.50 for centralized services), increase supply elasticity, and enhance sovereignty by leveraging idle GPUs globally. The AI infrastructure war is just beginning. Centralized providers hold scale advantages, but economic pressures may drive adoption of decentralized models, reshaping value distribution in the AI industry.

marsbit03/26 08:14

AI's Cost Dilemma: How Infrastructure Economics Will Reshape the Next Phase of the Market