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Apollo Chief Economist: The profit margins of the seven tech giants are rising, while the rest of the S&P companies are stagnant

The chief economist of the American asset management firm Apollo, Torsten Sløk, released five charts, believing that AI has not yet brought significant financial returns to large American companies outside of the tech giants. The per capita revenue and profit margins of the seven tech giants continue to rise; excluding them, the 493 companies in the S&P have seen these two metrics remain basically stagnant, and the data on total factor productivity in the U.S. has not shown significant signs of AI-driven growth.Apollo cited data from the corporate payment platform Ramp, stating that among its clients, the top 10% of companies by spending contributed 99.5% of the model hosting and inference costs. Among the top 1% of companies with the highest AI spending, about 80% have venture capital backgrounds; for companies at the median spending level, this ratio is only 13%. A large amount of AI computing power consumption is concentrated in a few companies, many of which rely on venture capital support.Previous statistics from Apollo indicated that during the second quarter earnings season of 2026, 69% of S&P 500 companies had disclosed that they were actually using AI, but only 2% reported metrics for ongoing tracking of effectiveness. Another NBER study updated in October this year surveyed nearly 9,000 corporate executives from seven countries, with respondents estimating that over the past three years, AI has only improved the annual growth rate of labor productivity in companies by about 0.2 percentage points.

first_img Immunefi CEO: PHP vulnerability confirms the arrival of the AI vulnerability apocalypse as scheduled, urging vigilance against wallet risks

The vulnerability bounty platform Immunefi's CEO Mitchell Amador warned that internet users still face the risk of cyberattacks triggered by PHP vulnerabilities, especially small websites that are slow to adopt emergency upgrades, which may take weeks to patch. He stated, "The vulnerability apocalypse" is coming as planned, where the cost of discovering vulnerabilities becomes cheap while the cost of fixing them remains high. He advised users to treat any websites they log into in the coming weeks as potentially compromised, avoid reusing passwords, exercise caution when connecting to encrypted wallets, and revoke token authorizations that are unrecognizable.Previously, the PHP Foundation admitted that it delayed fixing a critical security vulnerability first discovered in 2024 due to resource shortages. PHP developers released emergency patches for two critical vulnerabilities on the same day, but each website still needs to complete the upgrade on its own. Cloudflare CEO Matthew Prince stated that within 24 hours of the PHP vulnerability being publicly disclosed, the web recorded millions of exploitation attempts, with thousands of attempts even before the disclosure. According to W3Techs, PHP supports about 69% of websites with known server-side programming languages, and these vulnerabilities could allow attackers to spread malware or inject malicious scripts into websites.The FBI's Cyber Division also warned that these vulnerabilities could allow malicious actors to "remotely execute code in the PHP core, potentially compromising sensitive data and networks." Amador warned in an interview with Cointelegraph in June that the proliferation of cutting-edge AI models has changed the cybersecurity landscape, giving attackers an advantage, leading to the emergence of the "vulnerability apocalypse," and triggering a resurgence of DeFi hacking attacks. Immunefi is the world's largest vulnerability bounty platform, having paid out $140 million in bounties to 650 protocols to date.

Monetary Authority of Singapore Chief Economist: After the increase in AI productivity, there may be room for easing

According to the Straits Times, Edward Robinson, Chief Economist of the Monetary Authority of Singapore, stated at the Beijing Financial Street Forum on October 20 that once artificial intelligence leads to widespread productivity improvements, central banks may relax monetary policy. However, currently, the AI investment boom is driving demand, and policies should maintain appropriate restrictions. He pointed out that AI-related investments are driving economic growth, but the technology has not yet brought significant productivity improvements to the broader economy, and he called for a gradual, data-driven approach.The Monetary Authority tightened monetary policy in April and July 2026 due to rising inflation risks, and maintained the policy unchanged in October. An October 14 statement warned that if the AI boom generates broader economic spillovers and raises unit labor costs, domestic inflation may remain high. Robinson noted that AI-driven electronic products accounted for over 70% of this year's export growth in Asia, but the growth of industries producing AI-related technologies mainly stems from increased investment and more intensive use of existing resources, rather than efficiency improvements. He cited OECD estimates stating that if sufficiently widespread and appropriately invested, AI could increase total factor productivity growth by up to 0.6 percentage points annually.

Slow Fog Report: Public Code Weaponized, iOS Encrypted Wallets Face Threats

The security organization SlowMist has released an in-depth threat intelligence report on the DarkSword Trojan backend and iOS attack chain. The report tracks the evolution of this attack infrastructure and reveals its high danger to cryptocurrency asset users.According to SlowMist's analysis, after the relevant exploit code was made public in March 2026, DarkSword-PROV2 appeared on GitHub in July, and its attack infrastructure was observed to be operational by late September.The SlowMist team not only tracked its online infrastructure but also correlated its management panel with public GitHub repositories, dissecting the exploit code, delivery chain, and post-compromise capabilities. The report highlighted several key findings of this attack framework: a highly automated complete attack pipeline that integrates vulnerability delivery, device and data collection, data theft, and cryptocurrency wallet fund aggregation functions.The extensive and deep data theft capabilities of this toolkit target not only keychains, files, and information but also specifically cryptocurrency wallet data, with the ability to decrypt wallet data and aggregate funds. Although the toolkit claims to support iOS 13 and above, code analysis confirms that its actual effective exploit window is concentrated in the iOS 18.6--18.7.2 and iOS 26--26.1 version ranges. The publicly available vulnerability components have been weaponized and integrated into a deployable attack framework, significantly lowering the threshold for launching complex iOS attacks.In response to this threat, SlowMist has provided clear security recommendations. Users should keep their iOS systems updated and avoid clicking on untrusted links, as merely opening a malicious page in the Safari browser could trigger vulnerabilities. If a device has accessed suspicious landing pages, users should consider their mnemonic phrases and private keys as compromised and must create new wallets and transfer assets using a clean device that has never accessed that page.Additionally, users should thoroughly check for abnormal transactions and token authorizations across various chains and immediately revoke unnecessary authorizations.
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