Open-Weight Models, AI Watermarks, and How to Run Your Own Hackathon | 147

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Meta and NVIDIA are turning up the heat in the open-weight AI race, while Anthropic is taking a very different approach by watermarking Claude-generated content. Amith Nagarajan and Mallory Mejias unpack what these moves mean for associations, from choosing models and inference providers to avoiding lock-in at the agent harness layer. They also explore why AI models are becoming increasingly commoditized, where proprietary models may still have an edge, and why Claude’s new watermarking strategy probably isn’t a foolproof solution for detecting AI-generated work. Plus, Amith shares lessons from Blue Cypress’s latest AI hackathon, including how associations can use focused offsites to accelerate adoption and generate new ideas, and the hosts discuss a more productive approach to AI-generated submissions: using AI to evaluate quality, relevance, and originality rather than trying to ban it outright.
 
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Amith Nagarajan is the Chairman of Blue Cypress, a family of purpose-driven companies and proud practitioners of Conscious Capitalism. The Blue Cypress companies focus on helping associations, non-profits, and other purpose-driven organizations achieve long-term success. Amith is also an active early-stage investor in B2B SaaS companies. He’s had the good fortune of nearly three decades of success as an entrepreneur and enjoys helping others in their journey.

https://linkedin.com/amithnagarajan

Mallory Mejias is passionate about creating opportunities for association professionals to learn, grow, and better serve their members using artificial intelligence. She enjoys blending creativity and innovation to produce fresh, meaningful content for the association space. Mallory co-hosts and produces the Sidecar Sync podcast, where she delves into the latest trends in AI and technology, translating them into actionable insights.

https://linkedin.com/mallorymejias