AI / Large Models
Google DeepMind AI autonomously solves 9 Erdős open problems
Successfully solved 9 out of 353 mathematical open problems at a cost of only a few hundred dollars each. This is the first time AI has demonstrated practical value in the high-difficulty pure mathematics field, potentially changing the paradigm of mathematical research.
DeepSeek Reasonix launches native programming Agent
Focusing on high cache rates and low costs, performance directly targets commercial models like Claude. The community is hotly debating whether its reasoning ability can truly maintain standards in real-world programming.
Research reveals "constraint decay" issue in LLM Agent backend code generation
The paper points out that large models are prone to losing constraints in complex backend tasks, leading to decreased code usability. This may be one of the core bottlenecks preventing current AI programming tools from completely replacing humans.
Source: arXiv | Discussion: Hacker News
Qwen 3.6 27B achieves 1000 tokens/second generation speed on V100
Testing in the open-source community shows that older GPUs can also achieve extremely high throughput; AMD RDNA3 graphics cards receive native support through hipEngine. The battle for local inference cost-performance officially begins.
Hot topic: Discussion in the community about whether NVIDIA remains the only optimal choice for local LLMs in 2026, while AMD and open-source solutions are challenging its monopoly.
> Hot comment: Solving Erdős problems for a few hundred dollars; mathematicians might consider switching to prompt engineering.
Crypto / Web3
Ethereum Foundation to "shrink" and reduce ETH sales
Vitalik Buterin stated that the foundation will become a "smaller ship" following a massive exodus of researchers. This is a response to community criticism and may alleviate ETH selling pressure.
CZ "surfing incident" rumors spark a meme coin craze
Fake news has generated multiple meme coins with the same name on Solana and BNB Chain, causing trading volumes to surge. This reaffirms the crypto market's extreme sensitivity to celebrity narratives.
DeFi mortgage pools (HELOC-backed RWA) become a new trend
Real World Assets (RWA) are expanding from treasury bonds to home equity loans, accelerating the on-chain adoption of traditional financial products. However, liquidation mechanisms and legal compliance remain the biggest challenges.
Chips / Hardware
Huawei first proposes the "Tao (τ) Law" to rival Moore's Law
Targeting to achieve 1.4 nanometer equivalent performance by 2031, advancing through architectural innovation rather than just process technology. The People's Daily article states that "China's definition will rewrite the world," leading to a surge in the semiconductor sector.
Source: Wall Street Journal | Caixin
Memory costs approaching two-thirds in AI chips
Data from Epoch AI shows that memory has become the largest cost item in AI chips, forcing the industry to shift from computation-first to memory-optimized architecture. The HBM supply chain competition will become more intense.
Source: Epoch AI | Discussion: Hacker News
7 semiconductor companies sell shares after hitting new highs, cashing out 12.7 billion yuan
Executives of Chinese semiconductor companies face controversy over heavy selling at high stock prices. The market questions whether this is a signal of distrust in long-term prospects or normal financial operations.
> Hot comment: Moore's Law is dead, the Tao Law is here—innovation of laws from Silicon Valley to Shenzhen also needs to be domesticated.
Tech Companies
Meta lays off 10%, Zuckerberg warns that "success is not guaranteed"
In a wave of layoffs affecting 8000 employees, some employees voluntarily applied for dismissal. Meta accelerates its AI transformation while cutting traditional businesses, creating a tense internal atmosphere.
Google CEO booed during graduation speech, says "the future of AI is shaped by you"
Sundar Pichai faced protests during a speech at Stanford, with students expressing dissatisfaction over AI ethics and employment impacts. The PR crisis for tech giants becomes increasingly evident.
Google publicly releases Chromium exploit code, millions of users threatened
Exploits were released before patches were pushed out, prompting criticism from the security community. Google claims this is part of a "transparency first" policy, but the timing has come under scrutiny.
Xiaomi reports AC installation fraud, two technicians permanently blacklisted
Faking the "vacuum" process could significantly reduce the lifespan of air conditioners. Xiaomi's strong response indicates its commitment to service quality, though the possibility of eradicating industry malpractices remains uncertain.
U.S. Stocks
AMD is forecasted to hit a market value of $1 trillion, likely to challenge NVIDIA
Reddit investors believe AMD's market share growth in the AI chip sector is underestimated. However, NVIDIA's software ecosystem remains the biggest obstacle.
99% of CEOs expect AI-driven layoffs in the next two years
Surveys show nearly all business leaders plan to replace some positions with AI. This is not a technological trend, but a definitive business decision.
Hot debate: Reddit discussions have shifted from "Will AI take jobs?" to "Which jobs will survive until 2028?".
Palantir receives $3.9 million contract to monitor federal employees
The U.S. government uses Palantir to monitor employees of the Department of Agriculture, Social Security Administration, and Department of Veterans Affairs, sparking privacy controversies. The boundary between tech companies and government surveillance becomes increasingly blurred.
BlackBerry regains attention, transforming into cybersecurity and automotive software
No longer a mobile phone company, BlackBerry finds a new positioning in IoT security. Reddit investors believe it is severely undervalued.
Finance / Macroeconomics
WTI crude oil plummets 6%, reopening of the Strait of Hormuz expected
Trump states that negotiations between the U.S. and Iran have made "constructive progress," causing oil prices to plummet to $90.80 per barrel. Global stock markets rise, but the blockade will continue until a formal agreement is signed.
Spot silver rises over 4%, reaching $78.80 per ounce
Safe-haven sentiment and inflation expectations jointly drive strength in precious metals. Market expectations for Federal Reserve interest rate cuts are rising.
Source: 6551/macro
Global oil inventories could fall below 100 days of demand
The ongoing blockade of the Strait of Hormuz has led to supply shortages, with Asian and European markets nearing "bottom." Energy security has once again become a top priority for countries.
> Hot comment: Booing the 6% drop in oil prices, forgetting the good days of $50 three months ago—this is the 2026 version of the "peace dividend."
New Products / New Trends
YouTube/Podcasts can embed inaudible hidden commands to hijack AI voice assistants
Cybersecurity research reveals a new attack called "auditory prompt injection," allowing unauthorized commands to be triggered without user awareness. The security boundary of AI is breached once again.
CBS pauses removal of pirated uploads of Stephen Colbert's early public television shows
After community protests, copyright holders compromise. This reflects a new consensus on protecting "cultural heritage" in the streaming era.
Today's Dark Line
From Google AI solving mathematical problems for a few hundred dollars to 99% of CEOs planning AI layoffs, to Huawei releasing the "Tao Law" to challenge Western chip discourse—the news today weaves a clear narrative: the race in AI and chips is no longer purely a technical issue but a comprehensive game concerning employment, geopolitics, and the discourse of civilization. The plunge in oil prices and U.S.-Iran talks are merely interludes, with the real battlefield in computing power, laws, and who defines "intelligence".
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