Model Performance & Capabilities - GBD5 excels in coding and agent development, demonstrating competitive pricing [1][3][8][11] - The model sets a new Pareto frontier for intelligence versus price, outperforming Gemini in this aspect [1][2][4][22] - While not a dramatic leap from GBD4, GBD5 is a strong daily driver, particularly for building agents and coding [3][8][11] - GBD5 shows state-of-the-art tool calling capabilities, especially for long-running agents [9][11] - Testing indicates a performance increase in deep research tasks when using GBD5 as a researcher agent, achieving 49.4% performance on deep research bench [18] Pricing & Availability - GBD5 is priced competitively, even lower than GPT-4 and GPT-4.01 at $1.25 per million input tokens [3][4] - Through the API, different models are available (main, mini, thinking, pro), while the Chat GBT app uses a router to automatically select the model [5] Limitations & Considerations - GBD5 is considered weaker at writing compared to GPT-40, GPT-41, and GPT-45, being more practical but less conversational [1][7][13][15] - Initial confusion existed in the open SDK regarding model names, but this is expected to be resolved [5][6]

RAG Systems - Agentic RAG systems enhance robustness by aligning individual outcomes with the overall goal [1] - The provided diagram represents one of many possible blueprints for an agentic RAG system [2] - The specific implementation of an agentic RAG system can be adapted to fit particular use cases [2]

Industry Disruption - The database technology industry has remained largely unchanged for 40 years [2] - The agentic era is expected to disrupt the entire database industry [3] AI and Database Creation - Agents are increasingly creating databases, with Neon reporting 80% of their databases created by agents [2] - Agent-created databases have seen significant growth, increasing from 30% last year to a projected 99% [2] Competitive Landscape - Lakebase aims to compete with major tech companies like Oracle, Microsoft, and Amazon in the database market [1]