What is your assessment of specialized vertical models versus general frontier foundation models?
Replied byMike Cannon-Brookes
Co-Founder & CEO at Atlassian
Niche: SaaS
Revenue: Approx. USD 350 Million/month
Location: Sydney, New South Wales, Australia
Started: 2002
The jury remains very much out on whether specialized vertical models can sustain durable defensibility. Frontier foundation models are advancing so rapidly that generalized intelligence frequently matches or surpasses narrow fine-tuned alternatives without requiring bespoke model maintenance.
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