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On March 31, Microsoft (MSFT.O) announced plans to invest over $1 billion in Thailand's cloud computing and artificial intelligence infrastructure by 2028. (Jin Shi)

[Microsoft Plans to Invest Over $1 Billion in Thailand's Cloud Computing and AI Infrastructure by 2028]On March 31, Microsoft (MSFT.O) announced plans to invest over $1 billion in Thailand's cloud computing and artificial intelligence infrastructure by 2028. (Jin Shi)

Microsoft Plans to Invest Over $1 Billion in Thailand's Cloud Computing and AI Infrastructure by 2028

According to monitoring by 1M AI News, researchers from Stanford, MIT, and the South Korean gaming company KRAFTON have released Meta-Harness, a method that allows AI to automatically optimize execution frameworks (harnesses, which wrap models and drive agent actions, covering prompt design, tool invocation, and context management). Unlike manually crafted execution frameworks, Meta-Harness enables a coding agent to read the code, execution logs, and scores of previous candidate frameworks, iteratively optimizing automatically. On the TerminalBench-2 benchmark, Meta-Harness achieved a pass rate of 37.6% for Claude Haiku 4.5, surpassing Goose (35.5%) and Claude Code (27.5%), ranking first among all reported Haiku 4.5 execution frameworks. The pass rate for Claude Opus 4.6 was 76.4%, placing it second. Lin Junyang, former head of Tongyi Qianwen's technology department, shared a post from one of the paper's authors, commenting that 'model plus execution framework' has surpassed 'just looking at the model', and that agent performance is significantly influenced by the design and quality of the framework. He indeed believes this is the right direction. In a lengthy post published on March 27 (now deleted), Lin predicted that environmental design would evolve from a sub-project into a true entrepreneurial category. Meta-Harness has validated this judgment with experimental data: the same model, when paired with an AI-optimized execution framework, can show performance differences of up to 10 percentage points.

[AI-Optimized Execution Framework Ranks Haiku 4.5 First: Lin Junyang Predicts Shift in 'Environmental Design']According to monitoring by 1M AI News, researchers from Stanford, MIT, and the South Korean gaming company KRAFTON have released Meta-Harness, a method that allows AI to automatically optimize execution frameworks (harnesses, which wrap models and drive agent actions, covering prompt design, tool invocation, and context management). Unlike manually crafted execution frameworks, Meta-Harness enables a coding agent to read the code, execution logs, and scores of previous candidate frameworks, iteratively optimizing automatically. On the TerminalBench-2 benchmark, Meta-Harness achieved a pass rate of 37.6% for Claude Haiku 4.5, surpassing Goose (35.5%) and Claude Code (27.5%), ranking first among all reported Haiku 4.5 execution frameworks. The pass rate for Claude Opus 4.6 was 76.4%, placing it second. Lin Junyang, former head of Tongyi Qianwen's technology department, shared a post from one of the paper's authors, commenting that 'model plus execution framework' has surpassed 'just looking at the model', and that agent performance is significantly influenced by the design and quality of the framework. He indeed believes this is the right direction. In a lengthy post published on March 27 (now deleted), Lin predicted that environmental design would evolve from a sub-project into a true entrepreneurial category. Meta-Harness has validated this judgment with experimental data: the same model, when paired with an AI-optimized execution framework, can show performance differences of up to 10 percentage points.

AI-Optimized Execution Framework Ranks Haiku 4.5 First: Lin Junyang Predicts Shift in 'Environmental Design'

On March 31, according to the official website, the decentralized derivatives trading platform edgeX has launched the EDGE airdrop query page and will open token trading today at 20:30.

[edgeX Launches EDGE Airdrop Query Page, Token Trading Opens Today at 20:30]On March 31, according to the official website, the decentralized derivatives trading platform edgeX has launched the EDGE airdrop query page and will open token trading today at 20:30.

edgeX Launches EDGE Airdrop Query Page, Token Trading Opens Today at 20:30

On March 31, SBF, the founder of FTX, posted on social media stating, "The Chief Justice of Delaware has recused himself from three cases due to alleged bias, as he was accused of liking a post on LinkedIn about the defendant losing in another case. Meanwhile, Judge Kaplan of the Southern District of New York continues to preside over my case. According to reporters, this judge has openly expressed contempt for me to the jury, and many journalists are unaware that such behavior is permitted; he has repeatedly offered pizza to jurors and arranged rides home for them, provided they reach a consensus within five hours; and joked before the verdict, 'God knows there is enough evidence to prove fraud.' Judge Kaplan should recuse himself from my case just as he should from President Trump's case.'

[SBF Questions Judge's Impartiality, Calls for Recusal in Appeal Case]On March 31, SBF, the founder of FTX, posted on social media stating, "The Chief Justice of Delaware has recused himself from three cases due to alleged bias, as he was accused of liking a post on LinkedIn about the defendant losing in another case. Meanwhile, Judge Kaplan of the Southern District of New York continues to preside over my case. According to reporters, this judge has openly expressed contempt for me to the jury, and many journalists are unaware that such behavior is permitted; he has repeatedly offered pizza to jurors and arranged rides home for them, provided they reach a consensus within five hours; and joked before the verdict, 'God knows there is enough evidence to prove fraud.' Judge Kaplan should recuse himself from my case just as he should from President Trump's case.'

SBF Questions Judge's Impartiality, Calls for Recusal in Appeal Case

On March 31, according to Guoshi Direct, it was reported by 360 Digital Security Group that its independently developed 360 multi-agent collaborative vulnerability mining system has discovered a high-risk vulnerability in the OpenClaw platform—specifically, a local file exposure vulnerability due to MEDIA protocol prompt injection bypassing tool permissions. This vulnerability has been officially confirmed by the National Information Security Vulnerability Database (CNNVD) and affects over 50 countries and regions worldwide, with more than 170,000 publicly accessible OpenClaw instances facing security risks. The core risk of this vulnerability lies in the fact that the MEDIA protocol operates at the output post-processing layer, allowing it to completely bypass platform tool policy controls. Even if agents disable all tool calls, attackers can initiate attacks solely based on basic member permissions in group chats, directly stealing sensitive information from servers, which could easily lead to subsequent cyberattacks.

[360 Smart Agent Discovers High-Risk Vulnerability in OpenClaw, Potentially Affecting 170,000 Instances Worldwide]On March 31, according to Guoshi Direct, it was reported by 360 Digital Security Group that its independently developed 360 multi-agent collaborative vulnerability mining system has discovered a high-risk vulnerability in the OpenClaw platform—specifically, a local file exposure vulnerability due to MEDIA protocol prompt injection bypassing tool permissions. This vulnerability has been officially confirmed by the National Information Security Vulnerability Database (CNNVD) and affects over 50 countries and regions worldwide, with more than 170,000 publicly accessible OpenClaw instances facing security risks. The core risk of this vulnerability lies in the fact that the MEDIA protocol operates at the output post-processing layer, allowing it to completely bypass platform tool policy controls. Even if agents disable all tool calls, attackers can initiate attacks solely based on basic member permissions in group chats, directly stealing sensitive information from servers, which could easily lead to subsequent cyberattacks.

360 Smart Agent Discovers High-Risk Vulnerability in OpenClaw, Potentially Affecting 170,000 Instances Worldwide

According to monitoring by 1M AI News, the supply chain security company Socket's research team disclosed today that the widely used JavaScript HTTP request library Axios has suffered a supply chain attack. Two newly released versions (v1.14.1 and v0.30.4) contain malicious dependencies, and these versions do not appear in the official Axios GitHub Release history, deviating from the project's normal release process. Both versions introduced the malicious package `plain-crypto-js@4.2.1`. This malicious package was released on March 30 at 23:59:12 UTC, and Socket's automated detection flagged it approximately six minutes later. Socket noted that this timing closely aligns with the release of the new Axios versions, indicating that the malicious dependencies were coordinated with the Axios release. The npm account associated with the malicious package is `jasonsaayman`, raising concerns about 'unauthorized releases or account compromises.' Socket recommends that developers immediately check their project dependencies and lockfiles for `axios@1.14.1`, `axios@0.30.4`, or `plain-crypto-js@4.2.1`, and if found, to roll back to a known safe version. The incident is still under investigation.

[Axios Faces Supply Chain Attack: Two New Versions Introduce Malicious Dependencies, Immediate Rollback Recommended]According to monitoring by 1M AI News, the supply chain security company Socket's research team disclosed today that the widely used JavaScript HTTP request library Axios has suffered a supply chain attack. Two newly released versions (v1.14.1 and v0.30.4) contain malicious dependencies, and these versions do not appear in the official Axios GitHub Release history, deviating from the project's normal release process. Both versions introduced the malicious package `plain-crypto-js@4.2.1`. This malicious package was released on March 30 at 23:59:12 UTC, and Socket's automated detection flagged it approximately six minutes later. Socket noted that this timing closely aligns with the release of the new Axios versions, indicating that the malicious dependencies were coordinated with the Axios release. The npm account associated with the malicious package is `jasonsaayman`, raising concerns about 'unauthorized releases or account compromises.' Socket recommends that developers immediately check their project dependencies and lockfiles for `axios@1.14.1`, `axios@0.30.4`, or `plain-crypto-js@4.2.1`, and if found, to roll back to a known safe version. The incident is still under investigation.

Axios Faces Supply Chain Attack: Two New Versions Introduce Malicious Dependencies, Immediate Rollback Recommended

On March 31, according to Nikkei Asia, Mitsubishi Corporation plans to connect to JPMorgan's blockchain payment platform soon, becoming the first Japanese company to use this service. The service supports instant international fund transfers, and JPMorgan is leveraging this opportunity to promote its blockchain payment products to more Japanese companies. In this context, Japanese financial institutions are accelerating their strategies regarding blockchain and stablecoins, with major banks like MUFG and Mizuho testing yen-backed stablecoins. Additionally, Japanese regulators are considering approving cryptocurrency ETFs as early as 2028.

[Mitsubishi Corporation to Use JPMorgan's Blockchain Service for Instant Cross-Border Remittances]On March 31, according to Nikkei Asia, Mitsubishi Corporation plans to connect to JPMorgan's blockchain payment platform soon, becoming the first Japanese company to use this service. The service supports instant international fund transfers, and JPMorgan is leveraging this opportunity to promote its blockchain payment products to more Japanese companies. In this context, Japanese financial institutions are accelerating their strategies regarding blockchain and stablecoins, with major banks like MUFG and Mizuho testing yen-backed stablecoins. Additionally, Japanese regulators are considering approving cryptocurrency ETFs as early as 2028.

Mitsubishi Corporation to Use JPMorgan's Blockchain Service for Instant Cross-Border Remittances

On March 31, Reuters reported that Nasdaq announced a series of new regulations, including steps to expedite the entry of newly listed large companies into its Nasdaq 100 Index. This move aims to reduce the time delay for companies to be included in this core stock benchmark index. As high-valued tech companies like SpaceX and OpenAI prepare to go public, the trading platform operator is attempting to accelerate the IPO process in response to concerns over the rapid decline in the number of publicly listed companies in the U.S. Meanwhile, heavy disclosure requirements and listing costs have also diminished the attractiveness of entering the public market for businesses. As a result, some large startups, such as Stripe and Databricks, are choosing to remain private for longer than before.

[Nasdaq Introduces 'Fast Track' Mechanism for Newly Listed Companies to Accelerate Entry into Benchmark Index]On March 31, Reuters reported that Nasdaq announced a series of new regulations, including steps to expedite the entry of newly listed large companies into its Nasdaq 100 Index. This move aims to reduce the time delay for companies to be included in this core stock benchmark index. As high-valued tech companies like SpaceX and OpenAI prepare to go public, the trading platform operator is attempting to accelerate the IPO process in response to concerns over the rapid decline in the number of publicly listed companies in the U.S. Meanwhile, heavy disclosure requirements and listing costs have also diminished the attractiveness of entering the public market for businesses. As a result, some large startups, such as Stripe and Databricks, are choosing to remain private for longer than before.

Nasdaq Introduces 'Fast Track' Mechanism for Newly Listed Companies to Accelerate Entry into Benchmark Index

According to monitoring by 1M AI News, Musk stated on X that the future of AI primarily lies in video understanding and generation, "because photons are the highest bandwidth communication form to date, these are key tools on the path to AGI," and mentioned that Grok Imagine, the image generation tool under xAI, "is profitable, not a money-losing project." This statement comes in the context of OpenAI's announcement last week to shut down its AI video platform Sora. According to reports from The Wall Street Journal and several media outlets, Sora has generated approximately $2.1 million in revenue since its launch in September last year, with daily operating losses reported to be around $1 million. OpenAI also terminated its $1 billion partnership with Disney. Musk did not disclose specific revenue figures for Grok Imagine. Previously, on March 25, he stated, "The next version of Grok Imagine will be outstanding, and we are doubling our investment," and called it "a tool more important than people realize."

[Musk Claims Grok Imagine is Profitable for xAI, Video is Key Tool for AGI]According to monitoring by 1M AI News, Musk stated on X that the future of AI primarily lies in video understanding and generation, "because photons are the highest bandwidth communication form to date, these are key tools on the path to AGI," and mentioned that Grok Imagine, the image generation tool under xAI, "is profitable, not a money-losing project." This statement comes in the context of OpenAI's announcement last week to shut down its AI video platform Sora. According to reports from The Wall Street Journal and several media outlets, Sora has generated approximately $2.1 million in revenue since its launch in September last year, with daily operating losses reported to be around $1 million. OpenAI also terminated its $1 billion partnership with Disney. Musk did not disclose specific revenue figures for Grok Imagine. Previously, on March 25, he stated, "The next version of Grok Imagine will be outstanding, and we are doubling our investment," and called it "a tool more important than people realize."

Musk Claims Grok Imagine is Profitable for xAI, Video is Key Tool for AGI

According to Finbold, the value of Shiba Inu (SHIB) has struggled to remain stable across 2022, partly impacted by the prevailing market uncertainty. Indeed, the depressed SHIB prices have directly influenced the gains and losses incurred by the token’s investors. On-chain data show that about 76% of Shiba Inu (SHIB) holders are in loss, while only 15% are in profit. The remaining 9% have broken even. Further review of on-chain data indicates that a majority of SHIB holders, at 52%, have held the token for more than one year, while 40% are investors for less than 12 months. Only 8% are holders for less than a month.

Detail

【Over 75% of SHIB holders are in loss amid sustained selling pressure】According to Finbold, the value of Shiba Inu (SHIB) has struggled to remain stable across 2022, partly impacted by the prevailing market uncertainty. Indeed, the depressed SHIB prices have directly influenced the gains and losses incurred by the token’s investors. On-chain data show that about 76% of Shiba Inu (SHIB) holders are in loss, while only 15% are in profit. The remaining 9% have broken even. Further review of on-chain data indicates that a majority of SHIB holders, at 52%, have held the token for more than one year, while 40% are investors for less than 12 months. Only 8% are holders for less than a month.

Over 75% of SHIB holders are in loss amid sustained selling pressure

Article

Predicted Market Transactions Reach 191 Million in March

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Digital Asset Investment Products Experience $414 Million Net Outflow Last Week, First Outflow in Five Weeks

BTC broke through 68000  USDT

Over 75% of SHIB holders are in loss amid sustained selling pressure

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