AI / Large Models
Claude Code sends 33k tokens just to read prompts, OpenCode only needs 7k
Developer tests show that Anthropic's Claude Code sends out 5 times the token expenditure compared to competitors before execution, raising questions about efficiency. The founder of Zig bluntly stated, "Anthropic is blowing smoke," leading to heated discussions in the HN community with 323 comments on the cost inflation of code assistants.
Systima | Hacker News | Raymond Myers
> Hot Comment: Before Claude even lets you finish your requirements, the bill has already ballooned 5 times.
OpenAI lawsuit "is starting to get ugly"
The Reddit r/artificial community discussed OpenAI court documents with 410 votes, with users claiming the case's trajectory is detrimental to the company's image.
Production environment migrated to GPT-5.6: speed increased by 2.2 times, costs reduced by 27%
AI agent platform Ploy.ai shared real test data showing that the new model demonstrates significant cost-performance advantages under production loads.
Anthropic’s annual revenue reaches $30 billion, Q3 profit expected to exceed $1 billion
Industry rumors indicate that leading AI laboratories' profitability far exceeds external expectations, with DeepSeek and Smart Map simultaneously developing custom ASICs to bypass Nvidia.
Cryptocurrency / Web3
BlackRock BUIDL Fund breaks through $900 million on Avalanche, skyrocketing 105% in a week
This accounts for nearly one-third of the fund's total size of $2.87 billion and contributes 43% of the total value of RWA on Avalanche. Institutional funds are choosing to land on public chains.
Robinhood Chain sees $30 million in trading volume in its first week
Virtuals, as its proxy infrastructure, have spurred clusters of trading, privacy, RWA, and forecasting agents. Consumer finance enters the agency era.
Chips / Hardware
Nvidia Roadshow: Quarterly revenue approaches $100 billion, Rubin Ultra not postponed
Jensen Huang personally dispelled rumors of triple adverse factors, emphasizing that growth is still accelerating, calming the sentiments of value investors.
Wall Street Journal | Finance Associated Press
SK Hynix predicts HBM prices will double by 2027, memory shortage may last until after 2030
The CEO warned of a structural supply bottleneck, with half of the global DRAM capacity locked by major manufacturers; HBM4 prices are expected to rise to $4-5 per thousand bits in the second half of this year.
> Hot Comment: The best time to buy memory modules was three years ago, and the second best is now.
Taiwan Semiconductor's CoWoS monthly capacity target of at least 200,000 units by 2027
Demand for advanced packaging continues to surge, with the supporting supply chain entering an expansion race.
Samsung Electronics' first chip plant in Yongin starts production ahead of schedule in 2029
Simultaneously developing AI PC dedicated chips GAIA, which have been sampled and tested with Lenovo and HP.
Taiwan Semiconductor plans 30-fold expansion in photonic integrated circuit capacity by 2028
Monthly capacity is expected to increase from 500 pieces to 25,000 pieces, betting on the arrival of the optical computing era.
Tech Companies
Musk claims SpaceX's target valuation exceeds the entire Earth
An intense discussion on Zhihu with a heat of 1.1 million, veteran analysts warn that retail investors will lose everything amid rumors of SpaceX's IPO, believing it is worth only $30 per share.
Zhihu | Finance Associated Press
Google offers a $250,000 reward for a Linux virtual machine escape vulnerability
A high-risk vulnerability allows customer virtual machines to escape to the host machine, with two Linux security issues surfacing this week.
U.S. Stock Market
The U.S.-Iran conflict leads to a widespread drop in memory chip stocks before market open, with SK Hynix plummeting 15.4%, marking the largest historical drop
The three Dutch semiconductor giants ASML, ASMI, and Besi all fell 2-3%, with South Korea's KOSPI dropping 5.04% overnight and Samsung Electronics down 5.7%. Geopolitical risks combined with the chip cycle have triggered a panic sell-off.
Wall Street Journal | X/FirstSquawk | X/opinionlabsxyz
Finance / Macro
Brent crude oil opens up 3%, at one point rose 4%, as the U.S.-Iran crossfire puts the Strait of Hormuz in the spotlight
No visible incoming oil tankers in the past 24 hours, the Iranian Revolutionary Guard claims to have hit American military bases in Bahrain and Jordan, with Jordanian forces intercepting 4 missiles. Oil price war premiums reignite, putting pressure on global stock markets.
FT | X/zerohedge | X/staunovo
> Hot Comment: If the Strait of Hormuz is blocked, global inflation expectations immediately revive.
Goldman Sachs: Chinese stocks show "rotation signals," A-shares in hard tech still dominate, H-shares internet profitability recovers
Institutions are optimistic about the valuation repair opportunities in the Hong Kong stock internet sector.
Bank of Korea: The AI-driven chip supercycle will continue
Despite the plunge of the "memory duopoly", the central bank reaffirms that the long-term logic remains unchanged.
New Products / New Trends
San Francisco police drone surveillance footage leaked, exposing the new reality of urban monitoring
Wired reports indicate that the deployment range of law enforcement drones far exceeds public awareness, reigniting discussions on privacy boundaries.
Today's Dark Line
Memory chips plummet, oil prices surge, and AI models clash—on the surface appearing unrelated, yet all pointing to the same underlying anxiety: the supply chain. HBM capacity is locked until 2030, blocking the energy arteries of the global economy in the Strait of Hormuz, while Claude Code's 5-fold token inflation indicates that large models are still in the "wasting computing power" stage. In the frenzied tech boom of 2026, the bottleneck lies not in innovation, but in the physical world's pipelines, wafers, and straits.
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