The AI Game Didn't Shift--We Were Playing GO All Along.
Christine Haskell, Ph.D.
Simplifying the Messy Middle of Data & Leadership | Advisor, Analyst & Speaker (ex-Microsoft, Starbucks, Amazon) | Author of ‘Driving Data’ Series | Transforming Organizations Through Data Culture & Governance
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.
2?? Cost Changes Drive Accessibility and Innovation
When training and running costs drop exponentially:
This isn’t just cheaper AI; it’s a platform for societal transformation.
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.
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:
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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!)
The Takeaway: This Is a Paradigm Shift
DeepSeek isn’t just a cool breakthrough—it signals a new era of AI:
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.
ALSO BY CHRISTINE
Driving Your Self-Discovery (2024), Driving Data Projects: A comprehensive guide (2024), and Driving Results Through Others (2021)
Director Program Management | TPM | Agile | Leadership | Continuous Improvement/Lean | Data Driven Decision Maker | Multi-Industry Experience | Change Management | Operations | AI | SaaS | Strategic Planning and Analysis
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?