Today's Take
Today's core view: AI has moved from product competition into a phase where capital, compute, and policy are jointly setting prices. Stronger U.S. jobs data is dampening rate-cut hopes, while AI debt and leveraged ETFs are amplifying swings in risk appetite. At the same time, signals from OpenAI, Anthropic, Kling, and others show that model capability, chip lock-in, and application formats are being rapidly reshaped.
AI
OpenAI proposes 5% U.S. government stake
Event: Bloomberg reports that OpenAI has proposed giving the U.S. government a 5% stake as part of a broader U.S. AI initiative, in exchange for support on policy, resources, or infrastructure.
Why it matters: This changes the policy-financing boundary for AI companies: leading model companies may shift from purely commercial entities toward quasi-strategic infrastructure, making regulation, procurement, and compute allocation more direct drivers of valuation.
Anthropic in talks with Samsung on custom AI chips
Event: Bloomberg, citing The Information, says Anthropic is in talks with Samsung Electronics to make Samsung its manufacturing partner for custom AI chips.
Why it matters: This changes the cost structure of compute: if model companies develop or customize their own chips, they reduce dependence on the single path of general-purpose GPUs, while Samsung’s role in AI foundry competition becomes more important to track.
Claude Science opens research workbench
Event: Anthropic released Claude Science Beta for Pro, Max, Team, and Enterprise users, with more than 60 research skills, review agents, local or HPC execution, and funding for up to 50 projects.
Why it matters: This changes the shape of AI products: research use cases are moving from chat-based Q&A to traceable workbenches, where code, environments, citations, and computation processes become core product elements. Enterprise AI will place more weight on audit trails.
SoftBank plans 10GW of U.S. AI compute
Event: Bloomberg says SoftBank plans to provide AI computing services in the U.S. at a scale of 10 gigawatts, further expanding its AI infrastructure footprint.
Kimi K2.7 joins GitHub Copilot
Event: On July 1, GitHub added Kimi K2.7 Code to the Copilot model selector. It is the first open-weight model included in Copilot, hosted on Azure and billed by usage.
Technology
Apple’s India supply chain hit by 630GB leak
Event: The ransomware group World Leaks leaked more than 200,000 files totaling 630GB from Tata’s India factory, involving iPhone 18 Pro motherboards, A20 chip specifications, and supplier lists. Apple used DMCA requests to take down videos.
Why it matters: This changes the supply-chain security variable: Apple’s India capacity expansion is exposing new data risks. Leaks of supplier lists and design files could affect bargaining power, substitution paths, and the cost of product secrecy.
Score 83 · Source 36Kr - 24h Hot List
Software Engineering
Codex plugin connects to Claude Code workflows
Event: openai/codex-plugin-cc trended on GitHub. The JavaScript plugin lets developers call Codex from Claude Code for code review or task delegation. The project has 22,325 stars and 1,361 forks.
Why it matters: This changes the system entry point for developer tools: Codex is no longer appearing only as a standalone coding assistant, but is being integrated into existing workbenches such as Claude Code. Code review, task decomposition, and agent collaboration may increasingly happen at the cross-tool orchestration layer.
Score 92 · Source Trending repositories on GitHub today · GitHub - openai
Claude Code rolls back China-detection code
Event: A community audit found that Claude Code 2.1.196 detected Shanghai and Urumqi time zones as well as affiliations with Chinese technology companies. Anthropic said the experimental measure went live in March and was removed in the July 2 release.
Why it matters: This changes the trust boundary for developer tools: if anti-resale and anti-distillation measures touch geographic or organizational identification, they will affect enterprise procurement reviews. Transparency will become a key threshold for AI coding tools.
Score 89 · Source Readhub - Daily Briefing
Business
Kling AI raises $2 billion to expand video
Event: Bloomberg reports that China’s Kling AI raised $2 billion to expand its AI video business and related product capabilities.
Finance and tech layoffs reach 28,000 a month
Event: Bloomberg says that as AI adoption accelerates, finance and technology companies are cutting about 28,000 jobs a month as they reshape roles and cost structures.
Microsoft mobilizes 6,000 workers to drive AI adoption
Event: Bloomberg reports that Microsoft is mobilizing 6,000 employees to help customers adopt AI products and services, strengthening enterprise deployment support.
Meta seeks commercial returns on AI spending
Event: Bloomberg says Meta is looking for ways to make money from its large-scale AI investments, shifting capital expenditure from internal capability-building toward monetization.
Meta’s AI compute sales trigger chip selloff
Event: 36Kr says Meta is building a cloud computing business to sell AI compute externally. After the news, Meta rose 8.81%, the Philadelphia Semiconductor Index fell more than 6%, Micron dropped 10.57%, and CoreWeave fell more than 13%.
Why it matters: This changes the supply-demand view of AI infrastructure: Meta shifting from compute buyer to potential seller weakens the “permanent GPU shortage” narrative. Storage, independent cloud, and chip stocks need to be revalued against the pace of supply release.
SAP cuts spending to increase AI investment
Event: Bloomberg says SAP is cutting new hiring and business travel spending to increase investment in artificial intelligence.
U.S. natural gas may overtake oil by 2030
Event: Bloomberg says natural gas is expected to surpass oil by 2030 as the largest U.S. energy source.
Investment & Finance
U.S. June unemployment rate edges lower
Event: The Financial Times says the U.S. unemployment rate edged down in June, with the latest jobs reading giving the Federal Reserve data support for a more hawkish stance.
Score 100 · Source Financial Times
Cracks emerge in AI debt market
Event: Bloomberg says recent moves by Meta and SoftBank have exposed divergence in the AI debt market, with credit buyers seeing a structure where strong and weak AI financing stories now coexist.
Why it matters: This changes the financing threshold for AI capex: the market is no longer pricing everything under a single AI narrative, but is distinguishing cash flow, collateral assets, and customer quality. Weaker issuers may face higher refinancing costs.
Score 92 · Source Bloomberg latest report
Leveraged ETFs amplify AI trading volatility
Event: Bloomberg says investors are using leveraged ETFs to increase exposure to AI-related stocks, with analysts noting that such funds have started to amplify volatility in names such as SK Hynix.
Why it matters: This changes the volatility variable for AI assets: when capital moves in and out through leveraged ETFs, fundamentals are magnified by trading structure. Short-term prices of chip and memory stocks will be more exposed to fund flows.
Score 92 · Source Bloomberg latest report
Jobs and oil prices push Treasuries higher
Event: Bloomberg says jobs data and oil price moves disrupted expectations for Fed rate hikes, lifting Treasury prices as markets reassessed the policy path.
Score 90 · Source Bloomberg latest report
Blue Owl faces $4.7 billion in redemptions
Event: The Financial Times says Blue Owl is facing $4.7 billion in redemption requests, as investor withdrawal pressure continues to build.
Score 90 · Source Financial Times
Denmark’s central bank defends krone peg
Event: Bloomberg says Denmark’s central bank intervened after the krone fell, seeking to defend the currency’s peg to the euro.
Score 89 · Source Bloomberg latest report
Semiconductor pullback erases U.S. stock gains
Event: Bloomberg says gains in U.S. stocks from the jobs report were erased by a pullback in semiconductors, with chip stocks weighing on major indexes.
Score 88 · Source Bloomberg latest report
BOE’s Mann keeps rate-hike option open
Event: Bloomberg says Bank of England official Catherine Mann said she is ready to support a rate hike if price pressures persist.
Score 86 · Source Bloomberg latest report
Traders bet Nasdaq 100 keeps rising
Event: Bloomberg says after the recent rally, traders are crowding into bullish bets on the Nasdaq 100, with risk appetite continuing to concentrate in technology stocks.
Score 85 · Source Bloomberg latest report
Korean AI stock rout drags emerging markets
Event: Bloomberg says a sharp drop in South Korean AI-related stocks dragged emerging-market equities to a three-week low.
Score 84 · Source Bloomberg latest report
Kangaroo bond issuance hits record $36 billion
Event: Bloomberg says global treasurers pushed Kangaroo bond sales to a record $36 billion, as the Australian dollar bond market attracted more foreign issuers.
Score 81 · Source Bloomberg latest report
U.S. hiring slows sharply
Event: Bloomberg says U.S. hiring growth slowed sharply, curbing recent labor-market momentum.
Score 80 · Source Bloomberg latest report
Iran war premium fades in U.S. crude
Event: Bloomberg says the Iran war premium in U.S. crude grades is fading as the energy crisis eases.
Score 77 · Source Bloomberg latest report
Policy & Geopolitics
White House accelerates AI model standards
Event: The Financial Times says the White House is accelerating plans to set AI model standards, aiming to establish unified rules for model capabilities, safety, and application boundaries.
Score 91 · Source Financial Times
USMCA annual review pressures Mexican exports
Event: Bloomberg says as annual reviews of the United States-Mexico-Canada Agreement advance, Mexico’s export-led economy faces new risks from trade rules.
Score 79 · Source Bloomberg latest report
Watch Signals
The next focus is on three sets of variables: whether Fed expectations continue to pressure risk assets; whether AI infrastructure financing, debt, and leveraged trading spread into systemic volatility; and whether the pace of deployment across models, chips, and developer tools can support current valuations.
More in the Last 24h
The following items entered the candidate pool but did not make today’s main deep-dive section.
AI
- [23:04] Corporate executives worry AI is making employees dumber | Bloomberg latest report
- [22:01] South Africa’s “grocery war” shifts from search to AI conversation | Bloomberg latest report
- [20:56] Big Tech has an “AI-sized” hole in its emissions-cutting plans | Bloomberg latest report
- [19:04] Ford mistook AI for a quick fix. It is not alone | Bloomberg latest report
- [18:48] America should not imprison frontier AI | The Economist latest report
- [16:24] SAP restricts hiring and travel to fund “significant” AI push | Bloomberg latest report
- [12:24] Andy Burnham’s team plans to reshape Britain’s AI strategy | Financial Times
- [11:00] The “golden major” with a 2 million yuan salary is not at a Project 985 university | 36Kr - 24h Hot List
- [09:49] Codex tech lead explains what ultimately decides success in AI products | 36Kr - 24h Hot List
- [09:48] Liang Wenfeng is truly clear-eyed | 36Kr - 24h Hot List
- [07:51] Apple CEO holds constructive talks with EU tech chief on “Siri AI” | Readhub - Daily Briefing
- [03:52] Michael Burry’s short call dents Caterpillar’s AI-fueled rally | Bloomberg latest report
- [03:04] Big Tech’s carbon emissions surge as AI growth runs wild | Bloomberg latest report
Technology
- [23:52] Who was behind those drone incursions over Europe? | The Economist latest report
- [23:52] Tesla deliveries far exceed Wall Street expectations | Bloomberg latest report
- [23:36] GAO says Navy withholds Northrop payments over delayed missile deliveries | Bloomberg latest report
- [23:20] Indonesia gives its best-known entrepreneur a decade in jail | The Economist latest report
- [23:04] NATO ponders how to defend Eastern Europe as America pulls back | The Economist latest report
Software Engineering
- [20:06] Linux official site (kernel.org) deleted all release tar packages | V2EX - Tech
- [19:03] agentskills/agentskills | Trending repositories on GitHub today · GitHub - agentskills
- [17:34] 630GB of confidential files leaked in Apple supply chain’s worst security incident | OSChina - All - Ju
- [17:21] How did ModelBest ForgeTrain catch up with Nvidia Megatron-LM in 8 hours and surpass it in 2 days? | OSChina - All - Open Source Tech
- [17:06] HarmonyOS 7 Developer Beta: more than a system upgrade, a shift in development paradigm | OSChina - All - Open Source Tech
- [15:32] Report: China’s embodied intelligence market to grow at a 22%-23% CAGR | OSChina - All - Baikaishui Bujia Tang
- [15:10] Godot rejects vibe coding and sets stricter AI contribution policy | OSChina - All - Baikaishui Bujia Tang
Business
- [22:48] Chinese carmakers aim to move upmarket in Britain | The Economist latest report
- [22:48] SpaceX seeks Wall Street support to justify its lofty valuation | Bloomberg latest report
- [22:01] Cuba’s bold turn to free markets fails to convince the U.S. it is ready for change | Bloomberg latest report
- [21:28] Asia M&A reaches $800 billion, outpacing the 2021 boom | Bloomberg latest report
- [21:12] U.S. stock valuations are even higher than you think | Bloomberg latest report
Investment & Finance
- [23:20] Quantum computing firm IQM falls after going public via SPAC | Bloomberg latest report
- [22:48] Coatue’s hedge fund rallied in June, lifting 2026 gain to 24.5% | Bloomberg latest report
- [22:32] White House’s Hassett criticizes Powell for staying on at the Fed | Bloomberg latest report
- [22:32] Bond investors pull back as Central America rallies go “too far” | Bloomberg latest report
- [21:44] Fed’s Daly says inflation should cool but warns of uncertainty | Bloomberg latest report
- [20:08] Leveraged ETFs are just the tip of the iceberg | Bloomberg latest report
- [18:16] Warren urges Fed’s Waller to halt work on reserve bank proposal | Bloomberg latest report
Policy & Geopolitics
- [21:44] War spurs drilling, sending oilfield contractor pay to a fresh record | Bloomberg latest report
- [18:16] China and U.S. target tariff reductions on agricultural products | Bloomberg latest report
- [12:24] Business jet departures in the Middle East drop 30% during Iran war | Bloomberg latest report
- [12:17] Trump vowed to end “endless wars.” Now he may be stuck in “endless talks” with Iran | The Wall Street Journal
- [04:56] AI, money, and anxiety are driving this election cycle | Bloomberg latest report
- [02:16] Zelenskyy urges EU sanctions on Russian-owned alumina plant in Ireland | Financial Times