AI and large models
TechFlowPost said developer tests found that Anthropic’s Claude Code sends five times more tokens than competing products before execution, raising questions about efficiency. The discussion spread across posts from Systima, Hacker News and Raymond Myers. Zig’s founder was cited as saying that “Anthropic is blowing smoke,” and the Hacker News thread drew 323 comments focused on rising costs in code assistants.
OpenAI’s court case also picked up attention online. According to the roundup, a discussion of OpenAI legal filings in Reddit’s r/artificial community received 410 votes, with some users saying the direction of the case looked unfavorable for the company’s image.
Ploy.ai, an AI agent platform, shared production data showing that a migration to GPT-5.6 improved speed by 2.2x and reduced costs by 27%. The company said the newer model delivered stronger cost efficiency under production workloads.
The report also cited industry chatter claiming Anthropic has reached $30 billion in annualized revenue and could post more than $1 billion in profit in the third quarter. It added that DeepSeek and Zhipu are both developing custom ASICs to avoid reliance on Nvidia.
Crypto and Web3
BlackRock’s BUIDL fund on Avalanche has passed $900 million after a 105% surge in one week. TechFlowPost said that amount accounts for nearly one-third of the fund’s total size of $2.87 billion and represents 43% of Avalanche’s total on-chain RWA value.
Robinhood Chain recorded $30 million in agent trading volume in its first week after launch. The article said Virtuals serves as the chain’s agent infrastructure and has helped form clusters of trading, privacy, RWA and prediction agents.
Chips and hardware
Nvidia’s roadshow indicated quarterly revenue is approaching $100 billion and that Rubin Ultra has not been delayed. The report said Jensen Huang addressed three bearish concerns and told investors growth is still accelerating.
SK Hynix offered a longer-range view on memory. According to the article, the company expects HBM prices to double by 2027 and sees memory shortages lasting beyond 2030. Its CEO warned of a structural supply bottleneck and said half of global DRAM capacity has already been locked up by major customers. HBM4 pricing in the second half of this year is expected to rise to $4-$5 per kilobit.
Advanced packaging and photonics were also in focus. TSMC is targeting monthly CoWoS capacity of at least 200,000 units by 2027. The company also plans to lift monthly photonic integrated circuit capacity from 500 units to 25,000 units by 2028. Samsung Electronics, meanwhile, has moved up the start date for its first Yongin chip fab to 2029 and is developing the AI PC chip GAIA, with samples already sent to Lenovo and HP for testing.
Tech companies
Elon Musk said SpaceX is aiming for a valuation larger than the entire Earth. The topic reached 1.1 million in heat on Zhihu. At the same time, Cailian Press cited a veteran analyst warning retail investors about speculation tied to SpaceX listing rumors and saying the company is worth only $30 a share.
Google offered a $250,000 reward for a Linux virtual machine escape flaw. Ars Technica reported that the high-severity issue could allow a customer VM to escape to the host machine, and that two Linux security issues surfaced this week.
Stocks and macro
Military exchanges between Iran and the U.S. hit premarket chip names. Citing Wallstreetcn, FirstSquawk and opinionlabsxyz, the roundup said memory-related stocks broadly fell, with SK Hynix plunging 15.4%, the biggest drop in its history. Dutch semiconductor names ASML, ASMI and Besi were down 2-3%, South Korea’s KOSPI fell 5.04% overnight, and Samsung Electronics lost 5.7%.
Oil markets moved sharply as well. Brent crude rose 3% at the open and as much as 4% intraday after the exchange of fire between the U.S. and Iran, putting the Strait of Hormuz in focus. The article said no inbound oil tankers were visible over the past 24 hours. Iran’s Revolutionary Guard said it struck a U.S. base in Bahrain and an air force base in Jordan, while Jordan’s military said it intercepted four missiles.
Goldman Sachs said Chinese stocks are showing a “rotation signal,” with hard tech in A-shares still favored and profit recovery under way for Hong Kong-listed internet companies. The Bank of Korea said the AI-driven chip supercycle will continue despite the sell-off in the two major memory names.
New trend and the day’s common thread
Wired reported that leaked San Francisco police drone surveillance footage showed a deployment footprint far broader than the public understood, renewing debate over privacy boundaries.
TechFlowPost tied the day’s moves together through one underlying concern: supply chains. The article pointed to HBM capacity being locked up through 2030, the vulnerability of global energy transport if the Strait of Hormuz is disrupted, and Claude Code’s elevated token use as a sign that large models are still in a stage of inefficient compute consumption.