EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Sep 2·5 min read
Gemini 3.8 Flash and 3.8 Flash Cyber
TL;DR
Gemini 3.8 introduces two new models: Gemini 3.8 Flash, enhancing software engineering and reasoning tasks, and Gemini 3.8 Flash Cyber, focused on cybersecurity. Both models maintain the speed and cost of their predecessor, 3.7 Flash.
✦ Why It Matters
Evaluate how Gemini 3.8 can enhance your software engineering or cybersecurity efforts today.
Key Takeaways
- Utilize Gemini 3.8 Flash for complex software engineering tasks.
- Access Flash Cyber for advanced vulnerability detection capabilities.
- Leverage the Gemini API for building agent-first workflows.
- Explore cost-effective options by adjusting effort levels in 3.8 Flash.
How It Works
Gemini 3.8 Flash employs long-running agentic loops that recursively evaluate and refine its models, enhancing its reasoning and coding capabilities. This design choice allows the model to execute additional reasoning steps and call tools iteratively, improving performance on complex tasks.