AIの究極の形は、より賢いツールではなく、自ら技術ツリーを進化させることができる種である。

On May 15, South Korean stocks saw a significant drop, ending a five-week streak of gains. According to Jin10, the Korea Composite Stock Price Index (KOSPI) closed down by 488.23 points, or 6.12%, at 7,493.18 points, marking a weekly decline of 0.1%. Earlier in the day, the index had risen by 0.82% to reach a record high of 8,046.78 points. Major stocks such as Samsung Electronics fell by 8.61%, SK Hynix by 7.66%, and battery manufacturer LG Energy Solution by 5.66%. Foreign investors sold off stocks worth 5.6 trillion Korean won (approximately $3.73 billion). In Japan, the Nikkei index also experienced a sharp decline on Friday, leading to a weekly loss as traders sold off strong-performing tech stocks ahead of the weekend. The Nikkei fell by 2%, or about 1,245 points, closing at 61,409.29 points, after an earlier rise of 0.9%. Advantest, a chip testing equipment manufacturer, was the biggest drag on the index, plummeting by 7.9%. Meanwhile, the Topix index rose by 0.9% for the week, while the Nikkei dropped by 2.1%.

STRC experienced a significant increase in trading volume, reaching $1.561 billion yesterday. According to PANews, this surge coincided with the yields on 10-year and 30-year U.S. Treasury bonds hitting their highest levels in nearly a year. Meanwhile, South Korea's KOSPI index, after surpassing the 8,000-point mark, plummeted by over 6%. Hyperliquid also benefited from multiple favorable conditions during this period.

GoPlus Security has identified a novel attack method in its AgentGuard AI project, known as 'memory poisoning,' which manipulates AI agents into executing sensitive operations without explicit authorization. According to ChainCatcher, this attack does not rely on traditional vulnerabilities or malicious code but exploits the long-term memory mechanisms of AI agents. Attackers can induce agents to 'remember preferences,' such as prioritizing refunds over chargebacks, and later use vague instructions like 'handle as usual' to trigger automated financial operations. GoPlus highlights that the risk lies in AI agents mistaking 'historical preferences' for authorization, potentially leading to financial losses or security incidents during refunds, transfers, or configuration changes. To mitigate these risks, the team suggests several protective measures: - Operations involving refunds, transfers, deletions, or sensitive configurations should require explicit confirmation in the current session. - Memory-related instructions like 'habitual,' 'usual method,' or 'as before' should be treated as high-risk state changes. - Long-term memory must have traceability mechanisms, including the writer, time, and confirmation status. - Vague instructions should automatically elevate the risk level and trigger secondary verification. - Long-term memory should not replace real-time authorization processes. The team emphasizes that the 'AI agent memory system' should be considered a potential attack surface and constrained and audited through a dedicated security framework.

Stablecoin protocol Reflect has launched a new on-chain protection mechanism called Ejector Seat. According to Foresight News, this feature automatically triggers fund withdrawals when warning signals such as surges in utilization, changes in management permissions, or collateral replacements are detected.

CLARITY法案、規制、ステーブルコイン、SEC、CFTC――暗号資産業界が10年間待ち望んだその法案は、署名まであと一歩のところまで来ている。金色財経によると、暗号資産業界の「法執行・規制」の時代は、7月4日に幕を開けるかもしれない。

On May 15, Jin10 reported that Kim Jin-Ill, the newly appointed policy committee member of South Korea's central bank, emphasized the growing risks to inflation and financial stability due to Middle East conflicts, housing price fluctuations, and capital flows during his inaugural address. This statement has reinforced market expectations that the central bank is gradually shifting towards a hawkish stance. Kim Jin-Ill, a former Federal Reserve economist and professor at Korea University, noted that inflation concerns have 'further intensified' due to rising oil prices triggered by conflicts in the Middle East. He also warned that issues related to household debt and housing prices remain unresolved. Meanwhile, as South Korea's integration with global financial markets deepens, risks associated with capital flows are also increasing.

Australia is considering a reform to its capital gains tax policy, which would eliminate the current 50% discount for assets held for more than 12 months and establish a minimum tax rate of 30%. According to NS3.AI, this proposal is included in the ruling Labor Party's budget for the 2027 fiscal year. Koinly CEO Robin Singh has indicated that this change could significantly increase the tax burden for low-income investors, potentially tripling it on high-growth assets like cryptocurrencies.

CLARITY法案、CLARITY Act改正案：DeFiは「コード戦争」に直面　金色財経、米国の暗号資産規制は重要な岐路に立っている。

ドナルド・トランプ氏は、アメリカ建国250周年を記念して、大統領特赦を250件一括で付与することを検討していると報じられている。この動きに対し、暗号資産業界では、どの物議を醸している創業者や開発者が間もなく恩赦を受けることになるのか、すでに憶測が飛び交っている。

米国の裁判所は、Celsius社の破綻前にCELトークンの価格操作に加担したとして、同社の元幹部ロニ・コーエン＝パボン氏に対し、すでに服役した期間を刑期とする判決を下した。Celsius事件が終結に近づく中、同氏はこれ以上の実刑を科されることはないが、100万ドル以上の賠償金と罰金を支払わなければならない。

Chainlinkは、オラクルプロトコルから機関向けオンチェーン金融ミドルウェア層へと進化を遂げました。

この出来事の意義は、Hyperliquidエコシステム内での単なるステーブルコインの置き換えにとどまらない。

CLARITY法案が委員会を通過したことは、暗号資産業界が乱立状態からコンプライアンスの整った成熟段階へと移行するための重要な突破口となった。今後数ヶ月間、市場は上下両院における法案の調整と本会議での採決の進捗を注視することになるだろう。

人工知能、半導体、OpenAI、LLM、サム・アルトマン、世界「最大」の半導体IPOにおける暴落リスクに警戒　金色財経、サム・アルトマンの投資、巧妙な「地雷」設置。

Bithumbは、偽の声やビデオ通話を利用して投資家に資金やパスワードをだまし取ろうとするAIを活用した仮想通貨詐欺が増加していることを受け、新たなフィッシング対策キャンペーンを開始した。