Are You Ready for AGI? The AI Revolution Is Closer Than You Think – And It’s Been Years in the Making

Imagine a world where artificial intelligence surpasses human capabilities in almost every task. Sounds like science fiction, right? But according to Ben Buchanan, former special advisor for artificial intelligence in the Biden White House, this reality, known as Artificial General Intelligence (AGI), is likely just 2-3 years away. Yes, you read that correctly. This might seem sudden, but the seeds of this accelerated AI rollout were planted back in 2023 with the launch of the Biden administration’s AI initiative. Buchanan, who preceded David Sacks in the AI Czar role, emphasizes that this isn’t a new development but the fruition of years of strategic planning.


In a recent podcast interview with Ezra Klein, Buchanan reveals how the future is being rapidly reshaped by AGI – a future that administrations past and present have been actively preparing for. This isn’t just about smarter chatbots; it’s a fundamental shift with profound implications for our lives, and the planning started long before the recent administration change in January 2025. The conversation delves into crucial areas:

  • The US-China AI Race: The competition for AGI dominance is fierce and carries significant economic, military, and intelligence implications. The US government has been focused on maintaining its lead, viewing it as a national security imperative.
  • Looming Security Risks: AGI introduces serious security vulnerabilities, from enhanced cyberattacks and surveillance to the dangers of autonomous weapons. These risks have been a central concern in government discussions and planning.
  • Economic Earthquake: Job displacement across various industries is anticipated as AGI becomes more capable. This economic upheaval necessitates a serious re-evaluation of labor markets and social safety nets, a topic that has been on the minds of policymakers for years.
  • Geopolitical Tensions: AGI’s global impact could intensify international tensions, requiring unprecedented international cooperation on AI safety and governance. These global implications have been a key part of strategic AI discussions.
  • The Elon Musk Factor: Elon Musk, with his “Grok Nvidia farm,” is exceptionally positioned to benefit from the AGI revolution. His companies, like Tesla and xAI, stand to gain immensely as AGI capabilities mature.
  • Political Credit & Pre-Planned Initiatives: As AGI transforms society, figures like Elon Musk and the Trump administration (assuming office in Jan 2025) may take credit for this AI-driven future. However, it’s crucial to remember that the groundwork, including initiatives like potential Fed reductions and AI policy frameworks, were laid by previous administrations, highlighting the long-term, bipartisan nature of this technological shift.

This isn’t just hype; it’s a strategically planned technological revolution rapidly unfolding. The Ezra Klein podcast with Ben Buchanan provides a sobering yet vital analysis of the approaching AGI wave. It’s essential listening for anyone wanting to understand the challenges and opportunities ahead and to appreciate the long-term vision driving the current AI surge. Understand the preparedness gaps, regulatory complexities, and the urgent need for innovative solutions in this era – an era years in the making.


Don’t be caught off guard as history accelerates. Listen to the full Ezra Klein interview with Ben Buchanan to equip yourself with the knowledge needed to navigate this changing world. Get informed, join the conversation, and prepare for the age of Artificial General Intelligence – a future strategically planned and arriving faster than you think.


Book Recommendations from Ben Buchanan in the Podcast:

  1. The Structure of Scientific Revolutions by Thomas Kuhn: Explores paradigm shifts and technological transformations in society.
  2. Rise of the Machines by Thomas Rid: Details the history of how machines became critical to national security.
  3. A Swim in a Pond in the Rain by George Saunders: A literary interpretation of Russian short stories, highlighting uniquely human endeavors in the age of AI.

The 10x Founder with AI

In the book The Experimentation Machine by Jeffrey Bussgang “The 10x Founder: Harnessing AI to Create Startup Superpowers” is a chapter that explores how founders can use artificial intelligence (AI) to significantly enhance their startups, enabling them to achieve more with fewer resources.

As a AI startup Founder, I’ve seen firsthand how AI transforms potential into action—scaling my activities faster, smarter, and leaner than I ever imagined. By automating tasks, unlocking insights, and redefining efficiency, AI isn’t just a tool; it’s a superpower, letting me achieve the early stage processes in days rather than months.


What is a 10x Founder?

A 10x Founder is an entrepreneur who leverages AI to amplify their startup’s capabilities, achieving results that are 10 times more efficient than traditional methods. This means building a successful, scalable business with a much smaller team by using AI tools to automate tasks, improve decision-making, and drive growth.

Key Traits of a 10x Founder:

  1. Scaling Without Growing:
    • Instead of hiring many employees, 10x Founders use AI to automate processes. For example, they might use AI to handle customer support or sales, reducing the need for large teams.
    • Example: TalkTastic uses AI to provide 24/7 customer support without hiring extra staff.
  2. AI-Forward Mindset:
    • These founders are always looking for new AI tools to improve their business. They experiment with different AI solutions to find what works best.
    • Example: Topline Pro uses AI to create websites and market to small businesses, reaching thousands of customers with a small team.
  3. Focus on Profit and Efficiency:
    • 10x Founders prioritize making their startups profitable and efficient. AI helps reduce costs and increase revenue by automating tasks and improving operations.
    • Example: AI can handle customer service, reducing the need for human agents and saving money.

How AI Helps Startups:

  • Speed: AI allows startups to test ideas and learn faster. For example, AI can quickly analyze customer feedback or market trends.
  • Automation: AI can take over repetitive tasks like scheduling, data entry, or customer service, freeing up founders to focus on strategy.
  • Insights: AI tools can provide valuable data and predictions, helping founders make better decisions.

Risks and Challenges:

  • Bias: AI models can sometimes reflect human biases, leading to unfair or discriminatory outcomes. Founders need to be aware of this and take steps to avoid it.
  • Privacy and Security: AI systems need large amounts of data, which can raise privacy concerns. Startups must protect customer data and ensure compliance with regulations.
  • Environmental Impact: Training AI models requires significant energy, contributing to carbon emissions. This is a growing concern that needs to be addressed.

Why This Matters:

In today’s fast-paced world, startups that use AI effectively have a major advantage. They can grow faster, with fewer resources, and stay ahead of the competition. The 10x Founder mindset is about embracing AI to create a more efficient, scalable, and profitable business.

By understanding and applying these principles, founders can build startups that not only survive but thrive in the age of AI.