If you ship an old laptop with an old HDD, decent chance it will die in shipping.

Hank Green's visualization[0] a few weeks ago cite several statistically significant risk increases to CRC incidence (omitting ultra endurance athletes):

- Sugary drinks (≥2/day as teen) - 2x

- Sedentary lifestyle (>2hr TV/day) - 1.7x

- Childhood antibiotics (recurrent) - 1.5x

Have any studies tracked the growth of these behaviors in recent decades, potentially lining up with the increase in early onset CRC?

[0] https://www.hankgreen.com/risk-factors

Interesting but link is dead? Would love to see this.

Found it: https://www.hankgreen.com/crc

Just found another way to make my designer panic. We're launching Arabic soon too!

Benchmarks pasted here, with top scores highlighted. Overall Qwen Max is pretty competitive with the others here.

  Capability                            Benchmark           GPT-5.2-Thinking   Claude-Opus-4.5   Gemini 3 Pro   DeepSeek V3.2   Qwen3-Max-Thinking
  Knowledge                             MMLUPro             87.4               89.5              *89.8*         85.0            85.7            
  Knowledge                             MMLURedux           95.0               95.6              *95.9*         94.5            92.8            
  Knowledge                             CEval               90.5               92.2              93.4           92.9            *93.7*      
  STEM                                  GPQA                *92.4*             87.0              91.9           82.4            87.4           
  STEM                                  HLE                 35.5               30.8              *37.5*         25.1            30.2           
  Reasoning                             LiveCodeBench v6    87.7               84.8              *90.7*         80.8            85.9           
  Reasoning                             HMMT Feb 25         *99.4*             -                 97.5           92.5            98.0            
  Reasoning                             HMMT Nov 25         -                  -                 93.3           90.2            *94.7*      
  Reasoning                             IMOAnswerBench      *86.3*             84.0              83.3           78.3            83.9           
  Agentic Coding                        SWE Verified        80.0               *80.9*            76.2           73.1            75.3           
  Agentic Search                        HLE (w/ tools)      45.5               43.2              45.8           40.8            *49.8*     
  Instruction Following & Alignment     IFBench             *75.4*             58.0              70.4           60.7            70.9           
  Instruction Following & Alignment     MultiChallenge      57.9               54.2              *64.2*         47.3            63.3           
  Instruction Following & Alignment     ArenaHard v2        80.6               76.7              81.7           66.5            *90.2*      
  Tool Use                              Tau² Bench          80.9               *85.7*            85.4           80.3            82.1           
  Tool Use                              BFCLV4              63.1               *77.5*            72.5           61.2            67.7            
  Tool Use                              Vita Bench          38.2               *56.3*            51.6           44.1            40.9           
  Tool Use                              Deep Planning       *44.6*             33.9              23.3           21.6            28.7           
  Long Context                          AALCR               72.7               *74.0*            70.7           65.0            68.7

At current prices, if you do not already have 32GB RAM, it will cost over $300 for DDR5, and over $200 for DDR4...

yep, the pricing is getting ridiculous... on the other hand if you are using that 32gb to make money then its an investment thats worth it imo

Both versions are grammatically correct. "Lagged behind" is common for everyday speech, while using "lagged" as a direct verb is a standard, formal way to describe data gaps in business or news. So yes, the headline uses just "lagged" to save space.

A particularly egregious offender is Kalshi ads. They regularly play for a minute, sometimes up to two minutes before they can be closed.

I would not be surprised if the incentives are in place for ad networks to push for longer ads and for advertisers to create longer ads.

MKBHD in his review mentioned a very odd instance of overheating, seemingly random and unrelated to any stressful workload. Anecdotal evidence points to iOS bugs.

https://youtu.be/cBpGq-vDr2Y?si=B0Tv1iRcd6Iran6B&t=669

Modern day California, and by extension Silicon Valley, would not look the way it is today without the California Gold Rush [1], as horrible as its externalities were.

[1] https://en.wikipedia.org/wiki/California_Gold_Rush#Longer-te...

Great prosperity often comes at, or with, a great cost. California today doesn't make a great picture when you look at the homelessness and inequality, and the exorbitant cost of living anywhere near where the action is.