# How builders at YC Startup School are using Gemini & Google AI

## Executive summary

Founders and students at the YC Startup School demonstrated diverse applications of Google AI tools, including Gemini and Gemma. Use cases ranged from leveraging Gemini 3.1 Flash for multilingual document parsing (e.g., international receipts) to utilizing AlphaFold for visualizing bacterial mutations related to antibiotic resistance research. The speakers highlighted the efficiency and context window capabilities of models like Gemini Flash for complex tasks.

## Key takeaways

- Multilingual Document Parsing: Gemini 3.1 Flash is used to parse international receipts from various locations (e.g., Japan, Korea), demonstrating robust multilingual capabilities.
- Antibiotic Resistance Research: AlphaFold is employed to visualize and study different bacterial mutations, supporting global impact in the pharma and drug discovery industry.
- AI for Deep Research Synthesis: Gemini's research mode (Deep Research) assists with synthesizing ideas and connecting concepts, particularly useful for neuroscience research or academic papers.

## Technical details

- Gemini 3.1 Flash Capabilities: The model is noted for its speed (fastest among AI models) and large context window, making it highly effective for document parsing and general tasks.
- Gemma Usage: Gemma was used offline (e.g., on a plane) for studying, demonstrating its utility in low-connectivity environments.

## Practical implications

- AI models can serve as powerful co-founders for startups, assisting in every step of the process.
- The combination of specialized tools (AlphaFold) and general LLMs (Gemini Flash) accelerates research in critical fields like drug discovery.
- Using models with strong multilingual support allows systems to handle global data inputs, such as international receipts.

## Topics

Generative AI, Machine Learning, Drug Discovery, Natural Language Processing (NLP), Startup Technology, Google AI, Gemini 3.1 Flash, AlphaFold, Gemma

Source: https://www.youtube.com/watch?v=hfAkpEM9N5M