# Framework Related Articles

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

NVIDIA Team Enables Programming Agent to Take Over Real Robot Experiments, Achieves 99% Success Rate

NVIDIA's ENPIRE project demonstrates fully automated robotic research where AI agents, given only high-level goals, autonomously manage the entire loop—from literature search and code development to training, deployment, and hardware iteration—on a fleet of physical robots. The system achieves 99% success rates on dexterous real-world tasks like cable tying and peg sorting. Key insights include the discovery of a "physical scaling law" where more parallel robots speed up task resolution, and the observation that resetting an environment is often easier than the main task. The framework introduces metrics like Mean Robot Utilization (MRU) to measure efficiency, with robots often idle half the time, waiting for agent decisions. The long-term vision is a lab that runs autonomously, even without human oversight. The project will be open-sourced, allowing developers to build similar systems.

marsbitYesterday 00:35

NVIDIA Team Enables Programming Agent to Take Over Real Robot Experiments, Achieves 99% Success Rate

marsbitYesterday 00:35

South Korea To Unveil Tokenized Securities Rules In July As Crypto Regulation Advances

South Korea's Financial Services Commission (FSC) plans to release a detailed framework for tokenized securities in July. This initiative follows the passage of the Token Securities Institutionalization Act, which will take effect in February 2027. The regulations aim to allow qualified issuers to launch and trade tokenized securities using distributed ledger technology through licensed intermediaries. FSC Vice Chairman Kwon Dae-young emphasized balancing innovation with trust, market order, and investor protection. The framework will include rules for issuance, infrastructure, and distribution, and permit fractional investment securities. This move is part of South Korea's broader push to regulate digital assets. Concurrently, the country is preparing to implement a 20% income tax on crypto assets starting in 2027, despite some public and political opposition. Lawmakers are also urging the government to prioritize delayed stablecoin legislation.

bitcoinist05/16 15:02

South Korea To Unveil Tokenized Securities Rules In July As Crypto Regulation Advances

bitcoinist05/16 15:02

Bitcoin Trading Strategy Breakdown: Celebrity Predictions and Classic Models All Fail, Only These Four Indicators Remain

Analysis of Bitcoin Trading Strategies: Why Celebrity Forecasts and Classic Models Fail, Leaving Only These Four Reliable Indicators This analysis examines the failure of common Bitcoin prediction methods and identifies four reliable indicators for constructing a trading strategy. The author reviewed all major BTC prediction approaches from 2017-2025, categorizing them into three groups: celebrity price targets (consistently over-optimistic), analytical models like Stock-to-Flow (broken post-2022), and on-chain signals. The key finding is that more data often creates confusion, not clarity. The strategy discards unreliable elements: celebrity predictions (incentivized to be extreme), pure models (invalidated by post-ETF market changes), and the Fear & Greed Index used alone (too many false signals). Four reliable indicators were selected: 1. **MVRV Z-Score:** Accurately identifies cycle bottoms when entering its green zone (e.g., 2018, 2020, 2022). Note: Its ability to call tops is now ineffective post-2024. 2. **SOPR (28-day MA):** Consistently signals bottoms when below 1.0, indicating holders are selling at a loss. 3. **ETF Net Flow:** A crucial post-2024 metric showing institutional momentum (e.g., sustained inflows = buying). 4. **Macro Liquidity (Fed policy & M2):** Sets the overall directional bias (e.g., bullish during easing cycles). The core strategy involves waiting for a multi-signal共振 (resonance). For example, a bottom signal requires MVRV in the green zone + SOPR < 1.0. A top signal requires overheated on-chain data + sustained ETF outflows. Macro policy sets the overall direction. The Fear & Greed Index is only used as a weighted confirmatory signal, never alone. Action is only taken when three or more indicators align. The author automated this into a monitoring system that sends Telegram alerts only when signals trigger. As of the article's date (April 15, 2026), the system showed a strong bottom signal: extreme fear (F&G=12), MVRV in the buy zone, and SOPR < 1.0. The only contrary signal was weak ETF flows. Historically, such triple on-chain共振 has preceded 100%+ returns. The conclusion emphasizes building a personal framework over relying on external predictions, allowing for iterative improvement and customization based on individual risk tolerance.

marsbit04/17 08:08

Bitcoin Trading Strategy Breakdown: Celebrity Predictions and Classic Models All Fail, Only These Four Indicators Remain

marsbit04/17 08:08

US Stablecoins Welcome New Regulations: Interpreting the FDIC Draft, How Bank-Issued Stablecoins Should Operate According to the Rules

The FDIC has released a proposed rule in April 2026 to implement the GENIUS Act, establishing clear guidelines for FDIC-supervised banks and their subsidiaries issuing payment stablecoins. Key provisions mandate that stablecoins must be fully backed 1:1 by high-quality, liquid reserve assets, with segregated reserves for different brands. Redemptions must be processed within two business days (T+2), and issuers are prohibited from paying interest to holders or implying federal deposit insurance coverage. The draft rules also define permitted activities, capital and liquidity requirements, and mandate detailed monthly public disclosures of reserve composition, supplemented by weekly confidential reports to the FDIC and third-party audits. This framework aims to ensure safety, prevent misleading practices, and solidify the regulatory landscape for bank-issued stablecoins, favoring established institutions with strong compliance capabilities. The proposal is open for public feedback until June 9.

marsbit04/12 07:09

US Stablecoins Welcome New Regulations: Interpreting the FDIC Draft, How Bank-Issued Stablecoins Should Operate According to the Rules

marsbit04/12 07:09

Circle defends USDC freeze policy after Drift exploit, calls for faster legal frameworks

Circle has responded to criticism regarding its handling of illicit funds, particularly after the Drift Protocol exploit where over $270 million was drained. The company stated that it cannot freeze USDC assets without legal authorization from relevant authorities, emphasizing that freezing is a legal obligation, not a discretionary action. This follows a report alleging $420 million in compliance lapses due to delayed or absent freezes, including $230 million in USDC during the Drift incident. Circle argues that the mismatch between blockchain speed and legal processes creates structural gaps exploited by bad actors. The company calls for updated legal frameworks, such as the GENIUS and CLARITY Acts, to enable faster intervention while preserving due process and property rights.

ambcrypto04/10 15:47

Circle defends USDC freeze policy after Drift exploit, calls for faster legal frameworks

ambcrypto04/10 15:47

U.S. regulators tighten AML rules while banning “reputation risk” in banking overhaul

U.S. regulators are advancing a coordinated overhaul of banking and stablecoin oversight. They are tightening anti-money laundering (AML) requirements, emphasizing risk-based compliance and demonstrably effective programs. A key change is the implementation of the GENIUS Act framework, bringing stablecoin issuers under bank-like regulation. Issuers must maintain 1:1 reserves, meet liquidity standards, and are restricted from lending or offering yield. Stablecoin holders will not receive deposit insurance. Concurrently, regulators are eliminating the use of “reputation risk” as a supervisory tool, prohibiting agencies from pressuring banks to sever ties with lawful businesses like crypto firms based on perceived public or political concerns. Supervision will now focus strictly on measurable risks. Together, these changes create a more structured, rules-based framework aimed at integrating digital assets while reducing regulatory ambiguity.

ambcrypto04/07 22:02

U.S. regulators tighten AML rules while banning “reputation risk” in banking overhaul

ambcrypto04/07 22:02

Solana Tries To Turn Fear Into FOMO — Can STRIDE Really Stop The Next $300M Rug?

The Solana Foundation has launched a new security initiative called STRIDE (Solana Trust, Resilience and Infrastructure for DeFi Enterprises) in collaboration with Asymmetric Research. This framework is designed to continuously assess and oversee the security of projects built on Solana through an eight-pillar system, with results made public. Alongside STRIDE, the Solana Incident Response Network (SIRN) was introduced—a coalition of security firms focused on threat intelligence and coordinated responses to hacks. These efforts follow a recent $286 million exploit on the Drift Protocol and represent a shift toward continuous, foundation-funded security monitoring rather than one-time audits. While these measures may help restore trust, new exploits on unaudited protocols could still face severe market reactions.

bitcoinist04/07 21:01

Solana Tries To Turn Fear Into FOMO — Can STRIDE Really Stop The Next $300M Rug?

bitcoinist04/07 21:01

Canada moves to regulate stablecoins under central bank oversight after Bill C-15 passes

Canada's Bill C-15 has received Royal Assent, establishing a federal framework to regulate stablecoins under the oversight of the Bank of Canada. The new rules require both domestic and foreign issuers operating in Canada to register with the central bank and comply with strict reserve, redemption, and operational standards. Issuers must maintain full 1:1 cash or high-quality liquid asset reserves, allow redemptions at par value, and are prohibited from offering interest or presenting stablecoins as bank deposits. The framework, which aligns with global regulatory trends, aims to support digital payments and ensure financial stability while protecting consumers. Implementation is expected to be phased in over the next 12-18 months, with full rollout targeted for 2027.

ambcrypto04/02 22:02

Canada moves to regulate stablecoins under central bank oversight after Bill C-15 passes

ambcrypto04/02 22:02

US Treasury Starts GENIUS Act Rollout With Notice Of Proposed Rulemaking

The US Treasury has published a Notice of Proposed Rulemaking (NPRM) to begin implementing the GENIUS Act, a federal law governing payment stablecoins. The 87-page proposal outlines how federal and state regulatory frameworks will interact, allowing states to adopt "substantially similar" rules with some discretion. The NPRM references the OCC’s flexible approach to regulating stablecoin issuers and sets a transition timeline: once the law takes effect, only authorized issuers can operate, and by July 2028, unlicensed stablecoin sales will be illegal. The proposal also preserves a state-option pathway for smaller issuers with under $10 billion in issuance, provided states certify regulatory alignment. Treasury is soliciting public feedback on the proposed rules.

bitcoinist04/02 13:01

US Treasury Starts GENIUS Act Rollout With Notice Of Proposed Rulemaking

bitcoinist04/02 13:01

Treasury moves to lock in stablecoin rules with state–federal hybrid framework

The U.S. Treasury has proposed a hybrid state–federal regulatory framework for stablecoin issuers under the GENIUS Act. Issuers with less than $10 billion in outstanding supply may operate under state-level supervision if state regimes are "substantially similar" to federal standards, which set strict requirements for reserve backing, anti-money laundering, and consumer protection. Once an issuer exceeds $10 billion, it must transition to federal oversight under the Office of the Comptroller of the Currency. The proposal aims to prevent regulatory arbitrage by ensuring state rules meet or exceed federal safeguards, treating stablecoins more like traditional financial instruments with bank-like oversight.

ambcrypto04/01 19:02

Treasury moves to lock in stablecoin rules with state–federal hybrid framework

ambcrypto04/01 19:02

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