AI / Large Models
Online rumors claim that DeepSeek V4.1 Flash detected GPT-6 Astra through fingerprinting, sparking controversy over "shell wrapping."
The community detected through model fingerprinting that DeepSeek's latest Flash version is highly similar to OpenAI's GPT-6 Astra, raising questions about whether it was distilled or directly invoked. However, DeepSeek's official API pricing is only $0.75 per thousand requests, significantly lower than OpenAI's—making a "shell" business model difficult to sustain if true.
Hot discussion: Some believe it's due to the maturation of model distillation technology, while others insist it's "impossible to be this cheap."
NVIDIA increases Kimi K3 inference speed by 1.68x, achieving 423 tok/s on the same hardware.
NVIDIA engineers rewrote the vLLM decoding kernel with a 12,000-line megakernel, increasing throughput by 68% on the same GPU for Kimi K3 with 2.8T parameters. This directly reduces inference costs and benefits all companies running large models.
Gavin Baker said that in 2000, 97% of fiber optics in the U.S. were idle, while today there are almost no idle GPUs.
Gavin Baker’s “last window” theory gains new evidence: major players are accelerating the locking up of computing power. Compared to 97% fiber optic idle in 2000, today there is “no idle GPU,” and chips in training clusters are overheating.
Hot take: The 2000 bubble was about fiber optics buried and unused; in 2026, GPUs are all running hot, but someone will eventually have to pay the bill.
Crypto / Web3
Starknet community votes 99.95% in favor of transitioning to an independent quantum-resistant L1
Voting is still non-binding, but the signal is extremely clear: Starknet is highly likely to detach from Ethereum and become an independent Layer 1, emphasizing quantum resistance. This represents another blow to the “L2 exodus” narrative for the Ethereum ecosystem.
Valantis unstakes 360,000 HYPE (approximately $28.3 million)
The linked address has unbonded two transactions totaling $56.6 million in HYPE from Hyperliquid validators, marking the first large-scale unbonding. After unbonding, HYPE becomes liquid, and the community is watching to see if it flows to exchanges, creating selling pressure.
Trump suddenly mentioned Hyperliquid: "The SEC chair is working to bring it into the U.S."
Trump publicly named Hyperliquid to Americanize it, and Hyperliquid’s official account reposted to confirm. As the DEX with the highest perpetual contract trading volume, official recognition by the SEC would be a major signal for the DeFi derivatives sector.
Solana remains the top blockchain for stablecoin transfers, with 557 million transactions in September, up 33% month-over-month.
18.6 million stablecoin transfers per day on average, up 33%环比增长 33%。Solana continues to lead other blockchains in payment and stablecoin settlement use cases.
Visa has received preliminary approval from the People's Bank of China to establish a domestic bank card clearing institution.
Visa has been approved to prepare for RMB-denominated bank card clearing services through its Beijing subsidiary. This is a substantive step toward opening China’s payment market and could further pave the way for compliant integration between stablecoins like USDC and traditional payment networks.
Chip / Hardware
Zhongwei Company tests power semiconductor equipment in South Korea, entering the SK ecosystem for the first time
AMEC's MOCVD equipment is currently undergoing trials with SK Keyfoundry and Magnachip. Previously, AMEC was unable to enter Samsung and SK Hynix factories in Korea; success this time would represent a major breakthrough for domestically produced semiconductor equipment.
Bank of America's Hartnett: "Sell signal" has ended; re-enter tech stocks in mid-November
The strategist who previously predicted the sharp decline believes the key lies in the trend of "chip prices." If DRAM/NAND prices stabilize, capital will flow back into the computing power and semiconductor sectors.
Technology company
Tesla's market value dropped over RMB 620 billion in 5 days, with its flying car launch criticized as a gimmick.
Elon Musk's flying car launch did not boost the stock price; instead, it raised concerns that Tesla is being distracted. A startup directly released a video showing its car flying over a Tesla, claiming, "11 years ahead."
Hot take: Musk used the Roadster to prove he still loves cars, and flying cars to prove he still loves to fly—but the market just wants to know when the Robotaxi will hit the road.
TikTok permanently bans advertising account for anti-Musk documentary
Alex Gibney's ad account for the Musk documentary was permanently banned for "violating advertising policies." The Verge and TechCrunch both reported that Musk's influence over social platforms has once again come into focus.
Musk reflects on his DOGE White House experience: The government cannot solve its deficit—only AI and robots can save it.
Musk acknowledged that work within the Department of Government Efficiency (DOGE) cannot truly reduce the deficit from within, and instead bet on a productivity surge driven by AI and robotics.
Finance / Macroeconomics
AI trade reversals disrupt Asian supply chains, rising financing costs threaten compute spending
Selling in U.S. tech stocks is beginning to spread to Asia’s “shovel sellers.” Bloomberg reports that rising financing costs could cut off the spending necessary to sustain the AI boom, threatening profitability across Asia’s supply chain.
Japan blocks untraceable gold exports to combat tax evasion
Japan is advancing gold export traceability, and amid reports of surging gold purchases by the central banks of Poland and China in 2026, sovereign-level competition for gold reserves continues to accelerate.
The Strait of Hormuz crisis continues, with Iran stating it will not reopen unless the United States withdraws from the Middle East.
Iran has taken a firm stance; approximately 97% of vessels in the strait remain unharmed, but risk premiums are already reflected in oil prices. This has directly boosted China’s September refined oil exports, which surged 39.4%, with diesel exports hitting a three-year high.
New Product / New Trend
An increasing number of fully AI-generated junk games are appearing on Steam, making it difficult for the platform to block them.
The community is debating whether Valve should use AI to detect and restrict low-quality AI-generated games. Currently, Steam’s policy is “not to ban AI content,” but player experience and store quality are deteriorating.
The open-source project Husk 2.0 enables iPhones to run Android games, with compatibility for over 150 titles.
Achieves cross-system game compatibility through a proprietary translation layer, with a technical approach similar to a reverse version of Apple’s Game Porting Toolkit. This is an exciting signal for both developers and players.
Today's dark line
Starknet, with 99.95% of votes, declares the "L2 Independence Wave" entering a new phase; Visa obtains a clearing license in China; Solana’s stablecoin transfer volume hits a new high—three developments point to one reality: the infrastructure layer is accelerating in a dual race toward “de-intermediation” and “compliance.” Meanwhile, DeepSeek is accused of being a “shell” for GPT-6, NVIDIA slashes inference costs by another 68%, and Asian AI supply chain financing costs surge—indicating that the AI compute-model-funding chain is tightening in sync. On one side, crypto infrastructure is competing for sovereign narratives; on the other, the AI bubble is shifting from “Do you have a GPU?” to “Can you afford a GPU?” As Starknet discusses quantum-resistant L1s, Oracle’s CDS has already climbed to 300 basis points—everyone wants to be the foundation of the new world, but the bills from the old world are coming due.