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Suburban Minerals Corp is a development stage company. The Company is engaged in the oil and gas exploration and field service industry.

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Suburban Minerals Corp

Chinese startup DeepSeek has upended the artificial intelligence industry&#8217;s assumptions about costs and computing power, just as OpenAI announced its latest model can cost up to $3,000 per query.
DeepSeek&#8217;s R1 model, which rivals top U.S. systems in performance, reportedly cost just $5.6 million to develop. The breakthrough sent shocks through global markets Monday, erasing nearly $1 trillion in U.S. and European tech stock value, including a record $589 billion drop in Nvidia&#8217;s (NASDAQ:<a class="ticker" href="https://www.benzinga.com/stock/NVDA#NASDAQ">NVDA</a>) market capitalization.
&#8220;It&#8217;s a paradigm shift,&#8221; Ali Ghodsi, CEO of Databricks Inc., said to Bloomberg. &#8220;These models that can reason are so much cheaper to produce that you will see it be democratized. You&#8217;ll see innovations from unexpected corners of the world.&#8221;
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Meanwhile, OpenAI&#8217;s new o3 model, announced just before Christmas, signals a contrary trend—achieving breakthrough performance but at staggering costs. The model requires up to $3,000 to solve a single query that humans complete in seconds, using 172 times more computing power than previous approaches.
&#8220;One very important thing to understand about the future: the economics of AI are about to change completely,&#8221; François Chollet, an AI researcher, said on X when o3 went public.
The model&#8217;s success came from its &#8220;test-time compute&#8221; approach, allowing it to think harder about each question. While this produced superior results, including a 91.5% score on Chollet&#8217;s challenging ARC test, it shattered previous cost assumptions about AI services.
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OpenAI, valued at $157 billion, may charge up to $2,000 monthly for full access to o3, according to The Economist, which cited New Street Research analyst Pierre Ferragu. Even the company&#8217;s current &#8220;pro&#8221; version of o1 loses money on its $200 monthly subscription tier due to higher-than-expected usage.
The cost structure challenges the traditional tech industry model of providing services at near-zero marginal cost. It also strengthens the position of suppliers like Nvidia and cloud providers like Amazon (NASDAQ:<a class="ticker" href="https://www.benzinga.com/stock/AMZN#NASDAQ">AMZN</a>), Microsoft (NASDAQ:<a class="ticker" href="https://www.benzinga.com/stock/MSFT#NASDAQ">MSFT</a>), and Alphabet (NASDAQ:<a class="ticker" href="https://www.benzinga.com/stock/GOOG#NASDAQ">GOOG</a>, GOOGL)), which control the essential computing infrastructure. DeepSeek&#8217;s <a href="https://www.benzinga.com/markets/asia/25/01/43243584/deepseek-r1-vs-openai-what-consumers-need-to-know-about-ais-latest-challenger">success suggests an alternative path</a>. Founded by Liang Wenfeng in 2023, the company achieved its results through efficiency innovations and reinforcement learning techniques, despite limited access to advanced U.S. chips.
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&#8220;More investment does not necessarily lead to more innovation,&#8221; Liang told Chinese media outlet 36kr. &#8220;Otherwise, large companies would take over all innovation.&#8221;
The development is catching Silicon Valley&#8217;s attention. OpenAI CEO Sam Altman noted the shift, calling DeepSeek&#8217;s R1 &#8220;an impressive model&#8221; and &#8220;invigorating.&#8221; Meta established an internal team to analyze DeepSeek&#8217;s methods, according to Bloomberg, which cited people familiar with the matter.
Instead of a winner-take-all market, experts predict an oligopoly where multiple firms compete based on specialized applications. Companies like Anthropic, valued at $60 billion, and xAI at $45 billion, suggest investors see room for multiple players despite the high costs.
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'The Economics Of AI Are About To Change Completely': Why OpenAI's o3 Could Reshape The Industry — Costing Up To $3000 Per Query

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