The AI Game Didn't Shift--We Were Playing GO All Along.
DeepSeek

The AI Game Didn't Shift--We Were Playing GO All Along.

Steve Nouri has a nice breakdown of the whole DeepSeek achievement, and my response was so long that I had to write an article. :-)

DeepSeek’s achievement is significant because it doesn’t just disrupt; it redefines the rules of the game in ways that ripple far beyond AI itself. Here’s why it matters on multiple levels:


1?? It Challenges the Foundations of AI Development

For years, Silicon Valley has been promoting “bigger is better”—larger datasets, more GPUs, and massive budgets. DeepSeek shows that with smarter algorithms and optimized infrastructure, you can achieve the same—or better—results without breaking the bank.

  • Why it matters: If AI development no longer requires billions in funding, the barriers to entry crumble, inviting a wave of new players into the market.
  • Big shift: The power dynamics of AI move from corporate monopolies to a democratized, global ecosystem.


2?? Cost Changes Drive Accessibility and Innovation

When training and running costs drop exponentially:

  • AI has become accessible to everyone, everywhere.
  • Industries that couldn’t afford sophisticated AI—like small healthcare providers, nonprofits, or educational startups—suddenly can.

This isn’t just cheaper AI; it’s a platform for societal transformation.

  • Think: Every student with a personalized tutor. Every rural clinic has AI diagnostics. Every small business with enterprise-grade insights.


3?? It Puts Open Source in the Driver’s Seat

DeepSeek R1’s open-source nature directly challenges the closed ecosystems of OpenAI, Google, and others.

  • Trust through transparency: As industries like healthcare, finance, and government demand explainable AI, open models like R1 have a massive advantage.
  • Collaborative innovation: Open source accelerates improvement, enabling global contributions instead of siloed R&D.

The result? A shift from proprietary silos to shared progress in AI development.


4?? Geopolitical Implications Are Profound

AI has been a symbol of geopolitical power. By achieving world-class AI with dramatically lower costs, DeepSeek shifts:

Economic power: Countries with fewer resources can now compete.

Strategic advantage: AI innovation is no longer bottlenecked by tech giants or nations hoarding chips and funding.

This isn’t just an economic shift; it’s a new front in global influence.


5?? It’s a Cultural and Talent Shift

DeepSeek shows that brilliant ideas can come from anywhere—not just the Bay Area or massive research labs. (gasp-Get those math books out! Dust off those PMP certifications!)

  • Implications for talent: Smart engineers may no longer flock to big-name firms if they can do groundbreaking work elsewhere—or independently.
  • Cultural impact: The democratization of AI innovation is the antithesis of elitism, leveling the playing field for researchers worldwide.


The Takeaway: This Is a Paradigm Shift

DeepSeek isn’t just a cool breakthrough—it signals a new era of AI:

  • Smarter over bigger.
  • Transparent over closed.
  • Accessible over exclusive.

The ripple effects will touch every industry, government, and individual, far beyond just the stock market.


What’s most exciting? This could start innovation at a pace we’ve never seen before.

Your move, Silicon Valley.

What do you think? Are we ready for this transformation? Please, discuss ??


CHRISTINE HASKELL, PhD, is a collaborative advisor, educator, and author with 30 years in technology, driving data-driven innovation and teaching graduate courses in executive MBA programs at Washington State University’s Carson School of Business and is a visiting lecturer at the University of Washington’s iSchool. She lives in Seattle.

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1 个月

Hi Dr. Haskell, I appreciate your take on the Deepseek development and have had similar thoughts about the impact. I am curious about your thoughts regarding how valid the accomplishment is? Is there any way that the Deepseek team could have fudged their results?

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