Fauzan Darmawan

Congratulations on launching Nummi! An AI-powered thinking and collaboration space sounds promising for productivity. How does Nummi’s smart memory handle evolving team dynamics—does it prioritize recent interactions, or can users manually adjust memory retention for specific projects?

Language barriers often hinder effective communication in global meetings—Pinch addresses this challenge head-on. How does the platform handle industry-specific jargon or technical terms to ensure precise translations without misinterpretation?

Congrats on launching Basalt! Seamlessly integrating AI into products is a major challenge, especially with testing and monitoring. How does Basalt’s evaluation process ensure LLM outputs remain reliable across different user inputs and edge cases over time?

Great step forward! Home assistants often struggle with contextual understanding. How does NEO Gamma handle complex, multi-step household tasks while ensuring safety and reliability in everyday interactions?

Congratulations on launching Chance AI for iOS! An AI-powered visual search engine has immense potential for creatives and researchers. How does your model handle ambiguous or visually similar objects to ensure accurate identification and meaningful connections in search results?

Congratulations on the launch of Extract by Firecrawl! Given the importance of data accuracy, what measures are in place to handle potential discrepancies in the extracted data, particularly for critical applications like lead enrichment and KYB automation?