AI / Large Models
MiniMax M3 Released: 1 Million Token Context, BrowseComp Scores 83.5, Surpassing Claude Opus 4.7
The domestic model MiniMax has launched M3, surpassing Claude Opus 4.7 with a score of 83.5 on browser task benchmarks compared to 79.3. Open-source weights are set to be released soon. Feedback from the Reddit community shows that this model is relatively lenient on political censorship, raising concerns.
Microsoft Build Conference Unveils 7 New MAI Models and Aion 1.0 Series
Microsoft has introduced two new models Aion 1.0 Instruct and Aion 1.0 Plan, and announced an expansion of the entire MAI model family. Internal documents show Microsoft hopes users will become "addicted" to the new AI assistant Scout, raising privacy and addiction concerns.
Qwen3.6-27B Successfully Replaces Claude in Production
Developers share a two-week practice of fully replacing Claude with locally deployed Qwen3.6-27B for multi-agent orchestration systems, significantly lowering costs while maintaining stable performance.
Hot Discussion: The lack of benchmarks on tool call reliability for local models has become a community focus, with some questioning why quantized models only measure perplexity and text quality, but not function call accuracy.
Cryptocurrency / Web3
Bitcoin Falls Below $70,000, MSTR Sells for the First Time Since 2022
Bitcoin plummeted 6% in a single day, dropping below $70,000, while Ethereum fell below $2000. MicroStrategy (MSTR) sold Bitcoin for the first time since 2022, with experts warning that "Bitcoin faces MSTR issues." Meanwhile, AI stocks hit historic highs, indicating a clear market shift.
Hot Discussion: Retail investors question "Where did my crypto president go?" satirizing Trump's unfulfilled campaign promises.
Zhihu | Zhihu | r/cryptocurrency
> Sharp Comment: Faith recharge failed—when "diamond hands" start to sell, it's time to reassess the gold content of "HODL."
Cardano Faces "Shutdown Wave," Founder Hoskinson Responds Fiercely
Cardano ecosystem projects like TapTools have announced shutdowns, causing ADA to plummet 10% in a single day. Founder Charles Hoskinson fired back on social media in response to criticism, but failed to stop market panic.
Institutions Continue to Scoop Up HYPE Tokens
Galaxy Digital withdrew 179,000 HYPE (worth $12.62 million) from Coinbase within 7 hours, and the new wallet 0x6436 accumulated 399,700 coins (worth $28.92 million) over two days. Whales and institutions are going against the market panic.
Chips / Hardware
NVIDIA CEO Calls Marvell "The Next Trillion Dollar Company," Stock Price Jumps Nearly 30% in a Day
Jensen Huang praised Marvell Technology in a public appearance, calling it "the next trillion dollar company." Following the news, Marvell's stock price soared over 20% on Tuesday, continuing to rise in after-hours trading.
> Sharp Comment: A single sentence from Huang is worth more than a thousand research reports—this is the "Midas touch" ability of the chip father.
Microsoft Releases New Quantum Chip: Reliability Increased by a Thousand Times, Targeting Practical Implementation by 2029
Microsoft's Build conference showcased a new quantum chip designed with AI, with coherence time increased from 12 milliseconds to 20 seconds, achieving a thousand-fold leap in reliability. The company stated it would launch a practical quantum system by 2029.
Technology Companies
VSCode Vulnerability Allows One-Click Theft of GitHub Tokens
Security researchers have found a serious vulnerability in VSCode, allowing attackers to steal user GitHub access tokens with a single click via a malicious link, affecting a large number of developers.
GitLab Cuts 14% of Workforce Shifting to AI, Cloudflare Cuts 20% and CEO Writes on "AI Replacing Decision Making"
GitLab announced a 14% workforce reduction as part of its AI strategic shift. After laying off 20%, Cloudflare's CEO Matthew Prince published an op-ed detailing how to decide which employee positions should be replaced by AI.
Hot Discussion: AI taking jobs is no longer a future issue, it's an ongoing issue now.
> Sharp Comment: From "AI will create new jobs" to "CEO personally guiding layoff strategies," this shift came faster than GPT-5.
Reddit Community Predicts: Microsoft Will Acquire Unsloth
The LocalLLaMA community is buzzing about Microsoft's potential acquisition of AI training optimization company Unsloth, speculating that Microsoft is integrating the open-source AI toolchain based on the model releases announced at the Build conference.
U.S. Stocks
SpaceX Valuation Cut by Morningstar to $780 Billion, Less Than Half of IPO Target
Morningstar has valued SpaceX at just $780 billion, far below the market expectation of a $1.75 trillion IPO target. The company plans to disclose the price range on Wednesday, aiming to issue 5% of its shares.
r/stocks | Wall Street Insight
Intuit Becomes the Worst S&P 500 Stock This Year, Down 51%
Tax software company Intuit fell another 8.9% on Tuesday, accumulating a total drop of 51% for the year, making it the worst-performing stock in the S&P 500 index this year. AI automatic tax tools are hitting traditional business models.
Victoria's Secret Reports Exceeds Expectations, Stock Price Soars 40% in a Day
Victoria's Secret's first-quarter performance far exceeded analyst expectations and raised its full-year sales forecast, causing the stock price to soar 40% on Tuesday.
Finance / Macro
US-Iran Conflict Escalates Again, Maersk Suspends Transport in the Strait of Hormuz
Fighting between the United States and Iran has intensified, with the Iranian military claiming a new war is "inevitable." The world's largest shipping company, Maersk, announced it is suspending routes in the Strait of Hormuz, rerouting and fuel costs exceeding $500 million monthly, which will be passed on to consumers. Oil prices are nearing $95 per barrel, and European gas prices are rising.
Asia Nikkei | CNBC | Staunovo
Today's Dark Line
As Jensen Huang's words cause Marvell's market value to surge by tens of billions, and Microsoft designs a quantum chip with a thousandfold increase in reliability using AI, GitLab and Cloudflare's CEOs are calculating which positions should be replaced by AI— the rapid advance of technology has never felt so real and tangible as it does today. Meanwhile, the gunfire in the Strait of Hormuz tightens the global supply chain again, while Bitcoin falls below $70,000 as AI stocks create new highs. This is a fractured world: on one side, the exponential leap of computing power, models, and chips, and on the other side, geopolitical risks, market panic, and the collapse of the old order. Standing in June 2026, we are witnessing the intertwining of two narrative lines— the technological singularity and the civilization turning point, which will arrive first?
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