Sakana
At SIGGRAPH 2026, NVIDIA announced several AI advances including Cosmos 3 Edge, a billion-parameter open world model designed to run in real time on local devices for physical AI applications. The company also launched a Synthetic Video Detector NIM microservice for newsrooms to identify AI-generate
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What is Sakana?
Fugu Cyber is an AI orchestration model and API endpoint purpose-built for modern cyber defense. It is designed for large enterprises to help with complex, multi-step security tasks such as analyzing codebases for real-world vulnerabilities and translating threat intelligence into detection rules.
Sakana pricing
Pricing model: Freemium
Available via the Token Plan on the Sakana.ai/fugu pricing page (requires approved access).
Sakana pros
- Achieves state-of-the-art performance on security benchmarks (86.9% on CyberGym and 72.1% on CTI-REALM), matching other frontier models.
- Operates as a multi-agent system that dynamically orchestrates specialized agents to handle complex tasks while mitigating single-vendor dependency.
- Includes rigorous verification workflows and validation by sub-agents to minimize false positives in live production environments.
- Accompanied by an Applied Enterprise team that helps organizations build the necessary infrastructure and workflows for safe production deployment.
Sakana cons
- Not a standalone solution; requires deep, localized human cybersecurity expertise and integration into proprietary source code to be effective.
- Access is restricted, requiring users to submit an access request form with verified contact information and intended use cases for manual review.
- Strict Acceptable Usage Policy prohibits offensive use, limiting the scope of application for some users.
Frequently asked questions about Sakana
How does Fugu Cyber handle complex security tasks?
It acts as a multi-agent system that behaves like a single model. Users send a request to one endpoint, and the system dynamically orchestrates a pool of specialized AI agents to tackle the task.
What cybersecurity benchmarks does Fugu Cyber perform well on?
It achieves an 86.9% success rate on CyberGym (which evaluates the ability to verify real-world vulnerabilities) and a 72.1% success rate on CTI-REALM (which measures the capacity to translate threat intelligence into detection rules).
How do users get access to the Fugu Cyber API?
Users must apply for access by submitting a form detailing their intended use case and verified contact information. The Sakana AI team manually reviews and approves each application before granting access to ensure safe deployment.