Episode 80: Choosing the Right AI Tools and Using Them Smartly
Overview
In this episode, Nathan and Scott explore the growing intersection of artificial intelligence, politics, and organizational values.
The conversation begins with the Pentagon’s request to use Anthropic’s AI model without certain safeguards, a request the company declined. This decision sparks a discussion of the political pressure on AI companies, including potential government responses and the broader implications of corporate independence. Nathan and Scott also examine how other companies responded to the situation, highlighting the fast-moving and sometimes contradictory dynamics within the AI industry.
Beyond the immediate controversy, Nathan and Scott reflect on the deeper role that values play in decision-making. They discuss how both nonprofit and for-profit organizations must establish clear guardrails to avoid ethical compromises.
The discussion then shifts to practical experiences with AI tools, including evolving platform preferences and growing concerns about data transparency. Nathan and Scott introduce concepts such as model routing and personalized AI workflows, emphasizing the importance of experimentation with emerging technologies.
Finally, they talk about how AI is changing jobs and careers. They encourage people to explore AI tools, keep learning, and stay curious so they can remain useful in an increasingly AI-driven world.
Episode highlights
- 02:31 Pentagon vs. Anthropic: AI's Political Impact
- 06:37 Values and Organizational Decision-Making
- 16:22 AI Tools and User Shifts
- 23:56 Model Routing and Personalization
- 37:43 Future-Proofing Careers with AI
Tips and tools to implement today
- Decide what ethical limits you won't cross.
- Be careful about what information you share with AI tools.
- Don't rely on just one platform. Try multiple AI tools.
- Create a prompt library. Save good prompts and examples for reuse.
- Spend time each week exploring new tools.
- Automate routine tasks so you can focus on ideas.
- Use model routing. Choose different AI models for different tasks.
- Adapt quickly to stay relevant in an AI-driven world.
Favorite quotes
- "Fundraising AI was predicated on this idea of not advocating for AI, was basically built to advocate for responsible, beneficial use." - Nathan Chappell
- "There will be increasingly more times where AI will do things that essentially look amazing and have short-term gain, but they have unintended or long-term consequences. And therefore, your values are the only thing that you have that will help dictate whether or not you say yes or no." -Nathan Chappell
- "Most public and extreme sense of an organization that has capital motivations, like they're a for-profit company, being willing to say no to AI with unintended or long-term consequences based on their organizational values. And I thought that was really powerful, and that's a lesson for nonprofits." - Nathan Chappell
- "Nonprofits, fortunately, don't have the capital incentives that for-profit companies do. So it's, I think, conceivably, a little bit easier to say no to AI with unintended or long-term consequences in a nonprofit." - Nathan Chappell
- "I'm not super comfortable telling all my deepest, darkest secrets, and asking for advice on how to deal with difficult relationships with people in my life, whatever it might be, with a company that then has 100% no holds barred transparency with the government." - Nathan Chappell
- "From what I heard, the sanctions that the government is putting on Anthropic have never been put on an American company before." - Scott Rosenkrans
- "Personalization of generative AI that we always talk about in a tool that never had it before, but had plenty of its own strengths, skill sets, and capabilities." – Scott Rosenkrans
- "Anything you're giving to the free version of the tool is not yours anymore; they're using it for their own training." -Scott Rosenkrans
Connect with us
This episode is sponsored by AI for Anyone.
