Orbit - Secure Agents Buildathon
AI Tinkerers - San Francisco
Hackathon Showcase

Orbit

Team led by a Harvard/MIT founder specializing in AI prototyping for industrial decarbonization, alongside hands-on Python/embedded systems developers.

3 members

The Climatech Agent is a secure, encrypted AI system designed to protect sensitive data during storage and transmission. It uses strong cryptography, sandboxing, and strict boundary controls to keep internal logic isolated. Input sanitization, anomaly detection, and prompt-hardening methods block malicious or manipulative instructions before they reach core functions. With enforced least-privilege access and locked operational rules, the agent consistently rejects attempts to alter its behavior, ensuring reliability, safety, and resistance to adversarial prompt injection.

AI Tinkerers Duck DB LangChain

ORBIT project

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