"Overextension of On-Chain Data": How RegTech Algorithms Trigger Systemic Financial Exclusion in Emerging Markets Worldwide

As countries increasingly impose sanctions on cryptocurrencies, regulatory technology (RegTech) is becoming a core infrastructure of Web3. However, current mainstream on-chain analysis tools (such as TRM, Chainalysis) are caught in an algorithm-driven frenzy of "over-compliance" when dealing with sovereign nations' "entity-level designations." This methodology, which amplifies localized sanctions into "ecosystem-level flagging," not only triggers severe "false flag cascading" but also substantially causes large-scale financial deprivation for innocent users in non-sanction jurisdictions around the world, particularly in emerging markets. Recently, with several global major trading platforms, including HTX, drawing significant international attention due to geopolitical regulatory adjustments, the boundary issues of this technological tool have once again come to the forefront. This is not a crisis of a single platform but a replay of the "de-risking" disaster that traditional finance experienced a decade ago.

1. Asymmetry of Interests: The Business Model of "Selling Fear" and Technological Loss of Control

Compliance and anti-money laundering (AML) are essential paths for the cryptocurrency industry to mature, and sovereign nations' targeted sanctions have their clear political basis. However, at the execution level, the market is being held hostage by the RegTech industry's "zero-risk bias."

For blockchain data service providers, there is a severe structural imbalance in the business incentive mechanism: "Better to mistakenly kill a thousand than let one escape" is their safest business strategy. Generating "false positives" (i.e., misjudging legitimate assets as contaminated) incurs no commercial cost for RegTech companies, but "false negatives" could lead them to face regulatory accountability or lose compliant clients. This asymmetric business logic drives them to adopt the most aggressive correlation determination algorithms. This is no longer precise targeting but a technological loss of control driven by commercial fear.

2. Historical Repetition: From Traditional Banking's "De-risking" to Blockchain's Collateral Damage

This phenomenon is not unfamiliar in traditional finance. In the early 2010s, global multinational banks initiated a wave of indiscriminate "de-risking" to avoid hefty AML fines, directly severing the correspondent banking networks in regions such as the Caribbean and Africa.

Today's on-chain "false flagging" is an automated 2.0 version of this historical disaster. According to the latest industry observation data, in recent sanction events initiated by a single country (such as the UK or the US), there has been an extremely unreasonable extraterritorial effect of long-arm jurisdiction:

• Emerging Markets Hit Hardest: In cases where downstream platforms faced withdrawal obstacles due to on-chain flagging, over 90% of affected users came from Asia, Latin America, and the Middle East.

• Endless "Contamination Transmission": The transparency of blockchain should be an advantage, but under the algorithm of infinite traceability, the assets of legitimate users can be automatically blacklisted simply because they had a slight liquidity intersection with flagged addresses in "Hop 2" or "Hop 3." This practice has severely deviated from the original intention of "precise sanctions," becoming a form of implicit financial hegemony.

3. Fragmentation of Infrastructure: Systemic Risk and the "Dark Web Effect"

Downstream exchanges, for compliance protection, accept RegTech's flags without question, which not only leads to liquidity islands but also pushes millions of users into unregulated underground P2P networks.

At the same time, there are forces within the industry resisting this chaos. For example, HTX, ranked among the top 25 most reliable crypto exchanges by Forbes, is attempting to combat this algorithmic disaster through extreme transparency and internal governance. HTX recently released the "2026 Digital Asset Trends White Paper" and has long adhered to a 100% transparent proof of reserves, aiming to establish a firewall for platform users against the harm of "false flag cascading" while complying with the regulatory baseline of various countries. However, without unified RegTech accountability standards, the efforts of a single platform are still insufficient to completely fend off systemic loss of control across the entire data supply chain.

4. Path to Resolution: Calling for the Establishment of "RegTech Methodology Accountability Standards"

In the face of an increasingly complex geopolitical environment, the crypto industry cannot merely passively adapt to black-box algorithms. Just as leading institutions like HTX actively advocate for a deep integration of decentralized governance and compliance logic, systematically interpreting the foundational colors of safety, transparency, and user interests, there is a call for global digital finance organizations and policymakers to intervene and promote the establishment of "industry standards for blockchain analysis methodologies":

• Define Compliance Boundaries (Hop-Limits): Establish industry-recognized "correlation level thresholds." Clearly distinguish between "direct exposure" and "secondary ecosystem associations."

• Establish "Safe Harbor" and Appeal Mechanisms: Grant users and entities in non-jurisdictional areas the right to question false flags and require data providers to present substantial evidence or lift the flag within a specified timeframe.

• Introduce Third-Party Audits: Flagging algorithms should undergo regular audits by independent technical organizations to assess their rate of "false positives."

The vision of crypto technology is to achieve global financial inclusivity. If we allow unaccountable algorithms to expand indefinitely, we will lose neutral infrastructure. The industry must shift from being passive "compliance payers" to "compliance standard setters."