Posts

All my thoughts and insights on technology, productivity, and life.

• Agentic Companies: Open Source Models Is All You Need

  Published: Aug 7, 2025

  Toronto, Canada

  The release of models like GPT-OSS isn't just about better AI; it's the catalyst for a new kind of organization: the Agentic Company. Here's why the future of enterprise will run on private, open-source models with fundamental, powerful tools.

• Private Models: Why GPT-OSS is a Bigger Deal Than GPT-5 for Businesses

  Published: Aug 5, 2025

  Toronto, Canada

  While the world anticipates GPT-5, OpenAI's release of GPT-OSS signals a massive shift. Learn why the future of B2B SaaS lies in open, customizable AI workflows, not closed models.

• Private Models: Why GPT-OSS is a Bigger Deal Than GPT-5 for Businesses

  Published: Aug 5, 2025

  Toronto, Canada

  While the world anticipates GPT-5, OpenAI's release of GPT-OSS signals a massive shift. Learn why the future of B2B SaaS lies in open, customizable AI workflows, not closed models.

• From Lab to Launch: Canada's New Startup Pipeline

  Published: Aug 4, 2025

  Updated: Aug 7, 2025

  Toronto, Canada

  An analysis of how Canada's SR&ED program is driving the convergence of research and startups, creating a unique and powerful alternative to the US venture capital model.