The pace of AI improvement is staggering. In a few years, people will wonder how we lived without it.

interesting times ahead for AI. the next few months are going to be wild.

Great conversation about the future of open-source AI models. The tension between safety and openness is one of the most important debates of our time.

Controversial take: Most AI wrappers will die in the next 12 months. Only those building real moats — proprietary data, unique UX, vertical integration — will survive. The "ChatGPT but for X" era is ending.

Just shipped a new feature using AI-assisted coding. What used to take 2 days took 4 hours. The productivity gains are absolutely real 🔥 Tools I used: • Cursor for code generation • Claude for architecture planning • GitHub Copilot for boilerplate

New paper alert 📄 We achieved 94.2% accuracy on cross-lingual transfer learning using only 1% of the training data. Key insight: pre-training on code dramatically improves language understanding across all tasks.

Deployed our ML pipeline using Kubernetes and it's been rock solid for 3 months now. Zero downtime. Happy to share the architecture if anyone's interested. DM me or reply here 👇

Year 2 of our startup journey: • 50K users • $2M ARR • Team of 12 • Zero paid marketing The secret? We built in public and let our community do the talking. Here's everything I learned about organic growth 👇