TechFlow Intel: Apple Q4 Revenue Beats Expectations Despite Weak China Market; North Korean Hackers Confirmed Behind $6.3B Binance Theft

AI / Large Language Models

Hacker News Buzz: Astra Can Directly Read and Write Model Weights to Improve Qwen

A project called Astra improves performance by directly modifying Qwen model weights through "weight space programming," sparking 834 comments on Hacker News. This approach essentially bypasses fine-tuning to directly "edit the brain."

> Hot Take: In the future, tuning models will be like editing an Excel spreadsheet, making everyone a large language model surgeon.

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DeepSeek V5 Expected to Complete Training Based on Ascend 950 Next Year

Rumors suggest DeepSeek is deeply integrated with Huawei's domestic computing power, with V5 potentially trained on the Ascend 950. The delinking from NVIDIA in China's domestic AI training pipeline is accelerating.

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Anthropic Revenue Surges 1100%, But Losses and Expenses Expand in Tandem

Pre-IPO disclosures show astonishing revenue growth for Anthropic, with expenditure commitments nearing $900 billion. This is a classic "spend money to buy time" strategy, betting that AGI will arrive first.

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Marvell Plans $115 Billion Acquisition of Lumentum to Double Down on AI Data Center Optical Interconnects

This acquisition instantly positions Marvell as a leader in optical interconnects, as internal communications within AI data centers become a more expensive business than computing power itself.

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Crypto / Web3

FBI Confirms North Korean Hacking Group TraderTraitor Behind $6.3 Billion Binance Theft

Kim Yo-jong, sister of North Korea's supreme leader, denied the allegations, calling the FBI's claims an "absurd political provocation." The stolen assets are being converted into ETH, potentially laundered through DeFi and instant swap services.

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Binance Sees $15.4 Billion Weekly Net Outflow, Including Stolen Funds

This figure exceeds the total positions of either Bybit or Bitfinex individually, and surpasses half of OKX's holdings. Markets vote with their feet faster than any official statement.

> Hot Take: $6.3 billion was stolen, the exchange claimed "user funds are safe," and then users quietly withdrew $15.4 billion. Actions speak louder than words.

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Korean Crypto Exchanges on Alert, SCMP Says Industry Faces Severe Security Challenges

Following the Binance incident, Korean exchanges have strengthened security reviews. Panic spreads across Asian markets faster than in the West.

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DTCC Tokenization Service Goes Live on Canton Network as U.S. Treasuries Begin On-Chain Settlement

The initial batch supports Treasury bonds, ETFs, and Russell 1000 stocks. This marks a substantive step in the on-chain migration of traditional financial infrastructure.

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Chips / Hardware

Philadelphia Semiconductor Index Drops Over 3% Intraday as Memory Chips Plunge Together

Marvell down 13%, Intel down 8.7%, AMD down 6.7%, Micron down 5.7%. The valuation bubble for AI hardware is being squeezed by high-cost realities.

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Tachyum Bankruptcy: 8 Years of Presentation-Driven Chipmaking, Blowing Up from 64 Cores to 1024 Cores

This startup, once touted as set to disrupt general-purpose CPUs, has ultimately fallen, becoming yet another tombstone in the chip industry for pitch-driven financing.

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Tech Companies

Apple Q4 Revenue Beats Expectations at $114.48 Billion, iPhone Sales Hit Record High

Gross margin of 47.9% also beat expectations, but China region revenue of $17.54 billion missed forecasts, service growth slowed, and memory costs remained high. Supply of the iPhone Duo foldable is severely constrained, with Apple stating it "cannot predict when supply and demand will balance."

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Gurman Leaks: iPhone Duo Forced to Launch Early Amid Severe Stock Shortages

Originally scheduled for November, it was rushed forward to October, directly triggering a supply crisis. Apple's debut with foldables looks somewhat clumsy.

> Hot Take: Apple is so eager it's disregarding its usual launch rhythm, indicating the intense competition in the foldable track no longer allows for further polishing.

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Hongguo Short Dramas Top Taiwan App Download Charts, Leading Some to Cancel Netflix

Microdramas are disrupting Taiwan's streaming market with a "free + ad-supported" model. Netflix's subscription model reveals its vulnerabilities in the face of short-form content.

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BMW to Launch City Driving Assistance in 2027, Directly Challenging Tesla FSD

Traditional automakers have finally put Level 2 city driving assistance on the agenda, targeting 2027. Tesla still has a two-year window ahead.

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US Stocks

Palantir Q3 Revenue Hits $2.31 Billion, Up 96% Year-Over-Year, Raises Full-Year Guidance

U.S. commercial revenue surpassed government business for the first time, growing 148%. The CEO stated the "entire business doubled year-over-year." The commercial inflection point for AI data services has been confirmed.

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U.S. Midterm Election Results to Become Largest Variable for US Stocks

Market Insight analysis suggests the most likely election outcome is precisely the market's most dangerous scenario. After the election results are in, policy uncertainty may actually rise.

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Finance / Macro

Global Oil Prices Plunge 7% as Peace Talk Expectations Between US and Iran Heat Up

The Iranian Supreme Leader authorized the government to negotiate, with Qatari mediators already traveling to Tehran. However, rumors of US military airstrikes on Iran's Qeshm Island surfaced shortly after, causing a slight oil price rebound. Geopolitical risks have not truly subsided.

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Data Center Opposition Enters US Ballot Boxes

Reuters reports that data center construction has become a topic in local US elections, with some communities using votes to resist the expansion of local AI infrastructure. The conflict between compute expansion and residents' interests is becoming politicized.

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Today's Hidden Thread

On the surface, today revolves around three threads: the $6.3 billion theft from Binance, mixed Apple earnings, and a rollercoaster for oil prices. Beneath them lies a shared narrative—the fragility of infrastructure. An exchange claims safety while $15.4 billion flows out in a week, Apple boasts the strongest supply chain yet struggles with foldable inventory, and energy systems become repeatedly hammered weak points amid geopolitical conflicts. When industries sprint, the most valuable asset isn't the growth story, but the foundational capabilities taken for granted as fail-safe. Whoever patches these vulnerability points first will win the next cycle.