DeepSeek R1 Vs. ChatGPT

Discussion in 'Artificial Intelligence' started by HeSaidSheSaid, Jan 27, 2025.

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  1. zdreg

    zdreg

    He got the cue from Jim Rogers. Jim Rodgers did it the right way by moving to Singapore
     
    Last edited: Jan 27, 2025
    #11     Jan 27, 2025

  2. are you simply saying deepSeek has disrupted the status quo? Could this signal a shift in the global AI landscape, or is it merely a wake-up call for American tech leaders to innovate smarter?
     
    #12     Jan 27, 2025
    VicBee likes this.
  3. gwb-trading

    gwb-trading

    DeepSeek-R1-thread.jpg

    (More of thread available via clicking above)
     
    #13     Jan 27, 2025
    zdreg likes this.
  4. MarkBrown

    MarkBrown

    no memory no good
     
    #14     Jan 27, 2025
  5. gwb-trading

    gwb-trading

    I am working with DeepSeek this evening comparing their answers to investment questions with those of ChatGPT 4o. DeepSeek is impressive -- including that it walks you through its "thought process" before providing you with the answer.
     
    #15     Jan 27, 2025
    zdreg, NoahA and christhesquid like this.
  6. China has chosen pain instead of pleasure or easy path. Over the years, China has accumulated large amount of know-hows and experience in number of areas like in construction, ship building, electric car, manufacture, space, rocket, material science, computer programming, ... it looks like China is on the right path to be a real force to compete with.
     
    #16     Jan 28, 2025
    beginner66 likes this.
  7. Pekelo

    Pekelo

    Yes and yes.

    In a way it is like making movies. When CGI was expensive and rather new, American movies just had to have a glorious look and got away with stupid storylines. Poorer countries worked more on the storyline and used cheesier or practical effects, but their movies overall were still better.

    A good example would be District 9, that was made for dirt cheap and still looks good and excellent story. Production budget was 30 million only (usually a comedy costs more) and grossed 210 mill.
     
    #17     Jan 28, 2025
    beginner66 likes this.
  8. VicBee

    VicBee

    China's been a real force to compete with for 20 years. Americans just didn't believe it, hiding instead behind "they steal our know how" or "they can only copy", unable to acknowledge that our tech lead has been fueled by our unique venture capital might combined with Asian (China and India) engineering PhD immigration to the US.
    Over the last 20 years, China's economic growth and government focus on tech has provided massive employment opportunities to their tens of thousands of yearly engineering graduates leading to leap over US and western tech innovations at much lower labor costs. An basic engineer there earns 50k a year while our equivalent is at 200k.
    DeepSeek is a demonstration of their capabilities and, instead of taking on the challenges in earnest, our governments (Dems and Repubs) evolved response has been to attempt to wall off China, both primitive and ineffective.
     
    #18     Jan 28, 2025
    HeSaidSheSaid likes this.
  9. I think US is losing the edge due to NAFTA, global trades, Amazon, .:) like President Kennedy said: "We choose to go to the Moon in this decade and do the other things, not because they are easy, but because they are hard”. Unfortunately, it seems one competitive edge that US still has is the printing press owned by the FED.

    Return on investment of expensive solution Vs. cheap, good solution:
    -who builds better efficient mouse trap would win: which solution would deliver value?
    -not many people have a need to own an expensive driving means like Ferrari, Lambo, but large percentage of population own the commuter type of cars.
    -a lot of people fly coach (not first class)
    -lower cost, efficient solution would attract users and get the market share.
    -so far Microsoft, Google, Meta, and Amazon have collectively spent over $100 billion on AI investments in 2024 alone
    -perhaps, US AI is in bubble (high cost of investment to build the mouse trap, infrastructure but return on investment is low).
    -Hallucinations" in ChatGPT are incorrect or fabricated outputs that can range from minor inaccuracies to major errors. This happens because ChatGPT is a probabilistic model that generates text based on language patterns and coherence, not factual accuracy.
    -that disruptor would burst the 500 billion dollars bubble blown up by the meme-driven market cap.

     
    #19     Jan 28, 2025
  10. VicBee

    VicBee

    https://www.channelnewsasia.com/east-asia/china-deepseek-ai-liang-wenfeng-4900986

    SINGAPORE: While Chinese AI firm DeepSeek drums up excitement as well as competition fears in Silicon Valley with the launch of its breakthrough R1 AI assistant, global attention has turned to founder Liang Wenfeng, a 40-year-old former hedge fund manager with a degree in artificial intelligence (AI).
    Little is known about Liang outside of Chinese state media reports but speaking during a national dialogue session held last July, he talked about his vision of keeping costs affordable and challenging the Western artificial intelligence boom.

    The wide-ranging interview saw him weighing in on the Hangzhou-based startup’s progress as well as China’s overall AI development.
    “China’s AI cannot remain a follower forever,” Liang said, adding that Chinese companies had grown “accustomed to leveraging technological innovations developed elsewhere”.
    “China must gradually transition from being a beneficiary to a contributor, rather than continuing to ride on the coattails of others.”

    THE “SAM ALTMAN” OF CHINA
    Liang hails from the city of Zhanjiang in China’s southern Guangdong province, known for its vast shipyards and engineering works.

    Adept at mathematics, he enrolled at Zhejiang University, and graduated with a degree in AI, according to a report by Chinese news outlet CGTN.
    In 2015, he co-founded High-Flyer, a quantitative hedge fund relying on mathematical modelling, statistical analysis and computer algorithms to incorporate AI into trading strategies - predicting market trends and helping to make data-driven investment decisions.

    Under his wing, the company grew its assets more than tenfold over a four-year span - from 1 billion yuan (US$138 million) in 2016 to more than 10 billion yuan by 2019, according to official information provided.

    Tellingly, it also bought more than 10,000 Nvidia graphics processing units before US AI chip sanctions on China kicked in.

    “Over the years, High-Flyer Quant spent a large portion of profits on AI to build a leading AI infrastructure and conduct large-scale research,” the company said in a statement in 2023.

    Writing in a report published on Jan 27, CNN’s executive business editor David Goldman described Liang as “an AI evangelist”.
    “Liang has become the Sam Altman of China, an evangelist for AI technology and investment in new research,” Goldman said, referring to OpenAI’s CEO.
    “His hedge fund, High-Flyer, focuses on AI development (and) is one of scores of startups that have popped up in recent years seeking big investment to ride the massive AI wave that has taken the tech industry to new heights.”

    American investigative journalist and non-fiction author Gregory Zuckerman recalled how Liang had once contributed a preface for the Chinese translation of his 2019 book about American mathematician Jim Simons, titled ‘The Man Who Solved The Market’.
    In it, the DeepSeek founder spoke about how Simons played a pivotal role in shaping his work and beliefs about using math to analyse trade figures and financial data.
    “Whenever I encounter difficulties at work, I recall Simons’s words: ‘There must be a way to model prices’,” Liang said.
    “The publication of this book unravels many previously unresolved mysteries and brings us a wealth of experiences to learn from.”

    KEEPING CHINESE AI AFFORDABLE
    AI costs have soared due to the complexity of models, specialised talent and demand for high-performance software. US companies like Microsoft and Meta have announced plans to invest billions in AI this year.

    But Liang has been strongly determined to keep costs and prices low and affordable for users.
    “Our principle is neither to sell at a loss nor to seek excessive profits. The current pricing allows for a modest profit margin above our costs,” Liang said in comments carried by Chinese state broadcaster CCTV News.
    “Grabbing users wasn’t our primary goal. We reduced prices because we believe that both AI and API (application programming interface) services should be affordable and accessible to everyone.”

    As the race for global AI domination accelerates, technological challenges continue to persist in China and firms have been scrambling to create their own AI-powered chatbots in the wake of OpenAI’s 2022 ChatGPT release.

    Liang has been vocal about China’s potential as an AI giant, and he has shared hopes for Chinese AI innovations.
    “Innovation is undoubtedly costly, and our past tendency to adopt existing technologies was tied to China’s earlier developmental stage but today, China’s economic scale and the profits of giants like ByteDance and Tencent are globally significant,” Liang said.
    “What we lack isn’t capital but confidence and the ability to organise high-calibre talent for effective innovation. We believe that with economic development, China must gradually transition from being a beneficiary to a contributor, rather than continuing to ride on the coattails of others.”

    While sharing his visions for DeepSeek and Chinese AI, he also identified “gaps” for China in the global technological war, citing “the US embargo” on high-end semiconductor microchips as being a major challenge.
    “First, there’s a gap in training efficiency,” Liang said. “We estimate that China’s best models likely require twice the compute power to match top global models due to structural and training dynamics gaps.”
    “Data efficiency is also half as effective, meaning we need twice the data and compute for equivalent results. Combined, that’s four times the resources. Our goal is to continuously narrow these gaps.”

    “DEEPSEEK AI MASTER”
    Liang has yet to make any public statement on DeepSeek’s sudden popularity, but Chinese netizens expressed awe over his achievements and praised his efforts.
    “It only goes to show how you don’t need to be (some) tech bro to achieve global AI success,” said one user on the popular microblogging platform Sina Weibo. “Liang Wenfeng shows that China can take something and make it ten times better for a fraction of the cost.”

    A Weibo user with the handle Jianguo, called Liang a “DeepSeek AI master” and talked about how the former hedge fund manager managed to use his skills and beliefs to “revolutionise” Chinese AI.
    Another described Liang’s achievements as being “akin to a nuclear bomb” in the global science and technology field.
    "China’s youths are gradually shining brightly, which is this country’s greatest luck."
    Sharing a video listing Liang’s academic background, one user called him a “complete genius”.
    “(He) came from a normal family, earned achievements in quantitative investments and now his research into AI also resulted in massive success.”
     
    #20     Jan 29, 2025