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.

McKinsey x Artemis Joint Report: Only 1% of Stablecoin's $35 Trillion Transaction Volume is Real Payments, C-Side Usage Negligible

McKinsey and Artemis's joint report reveals that out of $35 trillion in annual stablecoin transaction volume, only about 1% ($390 billion) represents genuine payments. The majority (58%) of these real payments are B2B transactions—such as cross-border settlements and corporate treasury operations—which grew 733% year-over-year. Consumer usage, including retail payments and card spending, remains negligible. The report identifies five structural reasons for this institutional dominance: 1) Greater financial efficiency incentives for businesses; 2) Programmable payments suit B2B workflows, not consumer use cases; 3) Regulatory frameworks favor institutional adoption; 4) Closed-loop B2B systems avoid network effects needed for retail; 5) Corporations prioritize internal benefits over expanding to retail networks. While B2B stablecoin adoption continues accelerating, consumer usage faces significant friction and may remain secondary. The analysis suggests stablecoins may evolve primarily as an institutional settlement layer rather than a mainstream retail payment tool.

marsbit03/18 10:10

McKinsey x Artemis Joint Report: Only 1% of Stablecoin's $35 Trillion Transaction Volume is Real Payments, C-Side Usage Negligible

marsbit03/18 10:10

Is Polymarket's Pricing Wrong? 200 AI Agent Simulation of Crisis Yields Unexpected Answer

An experiment used MiroFish, an open-source multi-agent simulation platform, to model the geopolitical crisis in the Strait of Hormuz and compare the results with Polymarket's prediction market. The system generated 200 AI agents—including government officials, media, energy firms, financial traders, and civilians—and simulated 7 days of social media interaction (Twitter-like environment) based on a 5,800-character background brief. Key findings: - Organic, free-form discussions among agents produced an average probability of 47.9% for the strait reopening by April 2026, significantly higher than Polymarket's market-derived probability of 31%. - When agents were individually questioned in a formal "interview" setting, they converged to overly optimistic responses (60–75% across categories), reflecting a cooperation bias. - The most accurate predictions came from a minority of pessimistic agents (e.g., Iranian officials, financial analysts, academics) who organically expressed probabilities near 22%—aligning closely with market pricing. - The simulation revealed a structural divide: public/official statements tend toward optimism, while genuine risk assessments emerge from unstructured, adversarial discourse. The study suggests that natural interaction among specialized agents can generate valuable signals, but LLM bias and limited context remain constraints. Future work will expand data scope, use stronger models, and increase agent diversity.

marsbit03/18 06:16

Is Polymarket's Pricing Wrong? 200 AI Agent Simulation of Crisis Yields Unexpected Answer

marsbit03/18 06:16

Is Your "OpenClaw" Running Naked? CertiK Test: How Vulnerable OpenClaw Skill Bypasses Audits, Takes Over Computers Without Authorization

OpenClaw, a popular open-source, self-hosted AI agent platform, has experienced rapid growth due to its flexibility and extensibility. Its ecosystem relies heavily on third-party “Skills” from the Clawhub marketplace, which can perform high-risk operations like system automation and crypto wallet transactions. However, security firm CertiK has identified critical vulnerabilities in the platform’s security model. CertiK’s research reveals that OpenClaw’s current security—primarily dependent on pre-publishing scans like VirusTotal, static code analysis, and AI logic checks—is fundamentally flawed. These measures can be easily bypassed through simple code obfuscation, and malicious Skills can be published even before scanning is complete. In a proof-of-concept, CertiK developed a seemingly benign Skill that contained a hidden remote code execution vulnerability. It passed all checks without warnings and, once installed, allowed full system control via a remote command. The core issue is not a specific bug but a industry-wide misconception: over-reliance on scanning instead of runtime isolation. Unlike systems like iOS, which enforce strict sandboxing, OpenClaw’s sandbox is optional and often disabled for functionality, leaving systems exposed. CertiK recommends that OpenClaw enforce mandatory sandboxing and granular permission controls for Skills. Users are advised to deploy OpenClaw on isolated devices and avoid exposing sensitive data or assets until stronger isolation is implemented. The report stresses that security must evolve from detection-based approaches to default containment of risks at runtime.

marsbit03/17 14:39

Is Your "OpenClaw" Running Naked? CertiK Test: How Vulnerable OpenClaw Skill Bypasses Audits, Takes Over Computers Without Authorization

marsbit03/17 14:39

Wisdom Tree + Glassnode: Reframing Blockchains as Economic Systems

The digital asset ecosystem is increasingly viewed as an emerging financial system with its own infrastructure and economic structure. This report, a collaboration between Wisdom Tree and Glassnode, reframes blockchain networks as multi-layered economic systems that mirror traditional markets in function and incentives. Key insights include the use of transaction fees as a direct measure of blockchain health, the economic models of security (energy-backed for Bitcoin, capital-backed for Ethereum), and the industrialization of mining. Systemically important crypto exchanges and custodians now link on-chain activity to traditional capital markets, facilitating institutional adoption. Stablecoins serve as the core settlement and liquidity layer, while DeFi and tokenization extend financial functions on-chain with growing integration into traditional finance. The full analysis provides a data-driven framework for evaluating digital assets beyond price, using observable on-chain metrics and macroeconomic benchmarks.

insights.glassnode03/17 14:29

Wisdom Tree + Glassnode: Reframing Blockchains as Economic Systems

insights.glassnode03/17 14:29

Strait Interruption: The Game Between Metals' 'Risk-Off Selling' and 'Supply Shock'

JP Morgan's latest metals report analyzes the market dynamics under the potential disruption of the Strait of Hormuz, highlighting the tension between "safe-haven selling" and "supply shock" across key metals. Gold** faces short-term pressure due to panic-driven liquidation (a "sell everything" mode) when VIX rises above 30, but historically rebounds after about 3 days, with an average gain of over 2%. Long-term, persistent energy disruption could lead to stagflation and force the Fed to ease, creating a highly bullish macro backdrop. Aluminum** is the top bullish pick, as supply chain disruptions would severely impact production. Middle Eastern smelters rely heavily on imported alumina and exported metal. Even with temporary production cuts, inventory can only last 30-50 days. Prices could surge above $4,000/ton if shipping isn’t restored. Copper and Nickel** face sulfur supply risks, with 50% of global seaborne sulfur coming from the Middle East. Copper has a 4-6 month buffer, so macro recession fears may drive prices down first. Nickel, with only a 1-month buffer, sits between aluminum and copper in risk exposure. In summary, aluminum is most directly bullish; gold may dip short-term but rise significantly if stagflation and Fed easing materialize; copper and nickel face delayed supply risks amid macro pressures.

marsbit03/17 13:43

Strait Interruption: The Game Between Metals' 'Risk-Off Selling' and 'Supply Shock'

marsbit03/17 13:43

After Institutional Support and Price Surge, Revisiting the True Value of Bittensor's 128 Subnets

After removing institutional support and price increases, this article re-evaluates the real value of Bittensor's 128 subnets. Bittensor operates as a decentralized AI ecosystem where each subnet functions like an independent startup with its own token (Alpha), revenue model, and team. There are two primary ways to earn: TAO emissions (protocol subsidies based on staking inflows) and Alpha token PnL (capital gains from subnet performance). Since the Taoflow update in November 2025, subnets with negative net staking flow receive zero emissions, creating a competitive environment. Approximately 3,600 TAO (around $960k daily) is distributed, with the top 10 subnets controlling 56% of emissions. Key case studies include Chutes (SN64), which demonstrates product-market fit with 400k users and 9.1 trillion tokens processed at 85% lower cost than AWS, and Templar (SN3), which offers asymmetric upside by training frontier LLMs in a fully decentralized manner. The investment framework positions TAO as an index fund for the entire network, while Alpha staking represents concentrated bets on specific subnets. The ecosystem is attracting institutional interest, with significant holdings from DCG and Polychain Capital. The conclusion emphasizes evaluating subnets based on product utility, staking flow, team execution, organic demand, and liquidity conditions.

marsbit03/17 13:32

After Institutional Support and Price Surge, Revisiting the True Value of Bittensor's 128 Subnets

marsbit03/17 13:32

Ray Dalio: The Outcome of the US-Iran Conflict Lies in the Strait of Hormuz

The outcome of the US-Iran conflict hinges on control of the Strait of Hormuz, according to Ray Dalio. This critical energy chokepoint serves as a barometer for global power dynamics: if Iran retains control—or even the threat of weaponizing transit—the U.S. will be perceived as losing. Such a failure could signal a broader decline in American influence, akin to historical shifts like the Suez Crisis for Britain. Dalio argues that this conflict is not isolated but part of a larger historical pattern where control over trade routes defines geopolitical winners and losers. A U.S. loss could erode confidence in its military and financial strength, destabilizing the dollar’s reserve status and triggering capital flight. Conversely, a U.S. victory would reinforce its global standing. The situation reflects deeper cyclical forces—debt, political strife, and geopolitical realignment—that drive historical transitions. The outcome will resonate beyond the Middle East, impacting global energy flows, alliances, and the future international order.

marsbit03/17 06:47

Ray Dalio: The Outcome of the US-Iran Conflict Lies in the Strait of Hormuz

marsbit03/17 06:47

How to Scale Web3 Startups Without Losing Mission Integrity: A Founder’s Guide

The most dangerous moment for a startup is not running out of money—it’s running out of vision. This guide explores how Web3 founders can scale their companies without compromising mission integrity. Key risks include chasing trendy narratives, falling into the "one big client trap" that derails innovation, and failing to evolve the founding team’s capabilities as the company grows. To scale vision-driven, founders should define a non-negotiable mission, filter all strategic decisions through mission alignment, embed vision into culture and hiring, and choose investors and partners who support the long-term purpose. Ultimately, disciplined, vision-first growth preserves a startup’s identity and builds lasting value.

bitcoinist03/17 05:02

How to Scale Web3 Startups Without Losing Mission Integrity: A Founder’s Guide

bitcoinist03/17 05:02

The Secret Behind BTC's Rise: MSTR's New Flywheel - STRC

BTC's recent strength amid market volatility may be linked to the high trading volume of MicroStrategy’s (MSTR) preferred stock, STRC, which reached up to $750 million in daily volume last week. This activity could have generated an estimated $700 million in net Bitcoin buying pressure. STRC functions as a perpetual, equity-like instrument with a fixed 11.5% annual dividend, designed to anchor around $100 through mechanisms like dynamic dividend adjustments, ATM (at-the-market) offerings, and a $101 redemption option. When STRC trades at or above $100, MSTR issues new shares via its ATM program, using the proceeds to buy Bitcoin. Due to MSTR’s target leverage ratio of 33%, each dollar raised through STRC issuance results in approximately $3 worth of Bitcoin purchases. Key constraints include the requirement that STRC trades near $100 to trigger issuance, MSTR’s mNAV (market net asset value) must remain above 1x to avoid equity dilution, and the strategy fundamentally depends on long-term Bitcoin appreciation. If Bitcoin enters a prolonged bear market, MSTR could face challenges covering dividends, potentially forcing BTC sales. In summary, STRC acts as a structured financial tool that converts market demand into Bitcoin acquisitions, reinforcing MicroStrategy’s role as a Bitcoin-focused financial company rather than a simple holding entity.

marsbit03/17 04:30

The Secret Behind BTC's Rise: MSTR's New Flywheel - STRC

marsbit03/17 04:30

Intelligent Computing Convergence: The Deep Integration Architecture, Paradigm Evolution, and Application Landscape of AI and Cryptocurrency Industries

The deep integration of AI and cryptocurrency represents a fundamental paradigm shift, moving beyond mere technological convergence to reshape economic and computational infrastructures. By 2025, the crypto market cap surpassed $4 trillion, signaling its maturation, while AI evolved from centralized models toward decentralized, transparent “open intelligence.” Key architectural innovations include decentralized physical infrastructure networks (DePINs) like Render and Akash, which aggregate global idle GPU resources, and platforms like Ritual that embed AI models into blockchain execution environments. Verification mechanisms such as ZKML and TEE ensure computational integrity and privacy. Bittensor introduces a token-incentivized marketplace for machine intelligence, using its Yuma consensus to reward high-performing models dynamically. AI agents have transitioned from tools to autonomous on-chain entities, capable of managing finances and executing DeFi strategies via protocols like x402 and Olas. Privacy advancements through FHE (e.g., Zama), ZKML, and TEE enable confidential on-chain computations, critical for high-stakes applications. AI also enhances security via automated smart contract auditing and real-time threat prevention systems. This fusion drives enterprise efficiency through cost reduction and secure data processing, while empowering individuals via intent-based agents and data monetization. The future points to “intelligent ledgers” where AI and blockchains are deeply architecturally coupled, enabling a fairer, decentralized digital economy.

marsbit03/17 03:13

Intelligent Computing Convergence: The Deep Integration Architecture, Paradigm Evolution, and Application Landscape of AI and Cryptocurrency Industries