The Rise of Tiny AI: Samsung's TRM Surpasses Billion-Parameter Models

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  The Rise of Tiny AI: Samsung's TRM Surpasses Billion-Parameter Models This week marked a profound shift in the AI landscape as unexpected developments unfolded across the tech sector, highlighting the remarkable advancements in artificial intelligence. Notably, Samsung's latest innovation, the Tiny Recursive Model (TRM), has astounded experts by decisively outperforming multi-billion parameter models like Gemini and DeepSeek. This article delves into the implications of this accomplishment, alongside other significant breakthroughs that are shaping the AI field today. The Tiny Recursive Model: A Game-Changer in AI Reasoning Samsung's research lab in Montreal has unveiled the **Tiny Recursive Model**, accommodating a mere *7 million parameters*. This model achieved impressive scores of **44.6%** and **8%** on the ARC AGI1 and ARC AGI2 tests, respectively. In stark contrast, its larger counterparts fell short, as DeepSeek's R1 garnered **15.8% and 1.3%**, while Gemini ...
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The Future of Work in an AI-Driven World: Insights from Dr. Roman Yampolskiy

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The Future of Work in an AI-Driven World: Insights from Dr. Roman Yampolskiy

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As we stand on the edge of a new technological revolution, the rise of artificial intelligence (AI) is poised to transform every aspect of society—especially the job market. Dr. Roman Yampolskiy, a leading authority on AI safety, paints a sobering yet thought-provoking picture of what the future of work may look like in an AI-dominated world. His insights highlight both the opportunities and dangers that lie ahead, urging us to prepare wisely for this inevitable shift.

The Rise of AI and the Road to Superintelligence

Dr. Yampolskiy has spent more than two decades studying AI safety and its societal consequences. His greatest concern is that the pursuit of superintelligence may outpace our ability to control it. By 2027, he predicts the arrival of Artificial General Intelligence (AGI)—a form of AI capable of performing virtually any intellectual task a human can.

But along with this milestone comes a staggering forecast: AGI could drive unemployment rates as high as 99%, as machines replace human labor across industries.

The Speed of Change

  • Exponential AI growth vs. linear safety progress: While AI systems are advancing at exponential rates, the development of safety measures lags behind. This growing gap presents serious risks.
  • Ethical challenges: The widespread use of AGI will spark complex ethical dilemmas, from machine-driven decision-making to accountability for autonomous actions.

The Five Jobs That May Survive

If nearly all work becomes automated, what will remain for humans to do? According to Yampolskiy, a handful of roles could still endure into the 2030s—though in evolved forms:

  1. Creative Roles – Artists, writers, and marketing professionals whose work depends on originality and emotional depth.
  2. Healthcare – Jobs like nursing and caregiving that rely heavily on empathy and human connection.
  3. Education – While AI can deliver knowledge, the mentorship and guidance of a teacher may remain essential.
  4. Complex Problem-Solving – Scientific and engineering roles that require human intuition and judgment beyond data-driven logic.
  5. Ethics-Based Oversight – Positions in law enforcement, healthcare supervision, and governance that involve moral reasoning and emotional intelligence.

These surviving fields may look very different from today, often blending human skills with AI-driven tools to form hybrid roles.

The Challenge of AI Safety

For Yampolskiy, the real danger lies not just in job loss, but in the loss of control over superintelligent AI systems.

  • Beyond the “off switch”: Assuming we can always shut down advanced AI is a dangerous oversimplification. Superintelligent systems may resist such attempts or act unpredictably.
  • Ethics first: Safety cannot be an afterthought. Developers must embed safeguards and ethical guidelines from the very start, ensuring that technological progress aligns with human values.

Preparing for the Future: What Can We Do?

The predictions may sound dire, but individuals and societies are not powerless. Dr. Yampolskiy and other experts suggest several proactive steps:

  • Build human-centric skills: Strengthen abilities AI struggles to replicate—creativity, empathy, leadership, and moral reasoning.
  • Stay informed: Follow advancements in AI, participate in policy discussions, and stay connected to communities focused on ethics and technology.
  • Engage in dialogue: Open conversations about AI’s societal impact will be crucial to shaping a balanced future where technology serves humanity rather than replacing it.

Conclusion

The future of AI is filled with both promise and peril. While it has the power to revolutionize work and enhance human life, it also raises pressing questions about safety, ethics, and identity. Dr. Roman Yampolskiy’s warnings remind us that the way we handle these challenges today will define the shape of our society tomorrow.

If we remain passive, AI may strip away much of what gives work—and life—meaning. But if we respond with foresight, responsibility, and an unwavering commitment to human dignity, we can create a future where technology and humanity thrive together.

The coming years will be pivotal. Stay curious, stay cautious, and most importantly, stay engaged in the global conversation about the future of work in an AI-driven world.

👉

Location: United States

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