Using Large Language Models Effectively

What 10 Cutting-Edge Companies Have Learned From Building on Top of LLMs

Using Large Language Models Effectively What 10 Cutting-Edge Companies Have Learned From Building on Top of LLMs Jacob Effron and Patrick Chase Feb 27, 2023 38 2 Share Subscribe Since the release of ChatGPT, Large Language Models (LLMs) have taken the world by storm. At Redpoint we’ve seen an explosion of interest in using these tools. It seems every company we know has at least a team playing around with potential use cases. As companies ponder whether to adopt these models and how, we wanted to share early lessons companies on the cutting-edge of implementing these models have already learne

related reading

• Patterns for Building LLM-based Systems & Productseugeneyan.com
• The biggest bottleneck for large language model startups is UX | by Davis Treybig | Innovation Endeavors | Mediummedium.com
• Guardian Angels: LLM Personalization for Productivity and Security · Gwern.netgwern.net
• What We’ve Learned From A Year of Building with LLMs – Applied LLMsapplied-llms.org
• 2025: The year in LLMssimonwillison.net
• Things we learned about LLMs in 2024simonwillison.net
• Here’s how I use LLMs to help me write codesimonwillison.net
• What We Learned from a Year of Building with LLMs (Part I) – O’Reillyoreilly.com
• Overview & Applications of Large Language Models (LLMs)leighmariebraswell.substack.com
• GenAI Handbookgenai-handbook.github.io
• Making Large Language Models work for yousimonwillison.net
• Building LLM applications for productionhuyenchip.com