TensorFlow
is a comprehensive open-source library developed by that utilizes a to represent mathematical operations and their dependencies. Designed to handle large-scale tasks, it provides a flexible architecture that allows for the deployment of computation across various platforms, including , , and . The framework is widely known for its ability to build and train complex , utilizing for and offering high-level APIs like for rapid prototyping. It supports a diverse ecosystem of tools, such as for visualization and for mobile and edge device deployment, competing directly with other major libraries like .
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Ethics, safety & society
Moving as fast as the field, and easier to overlook
- Explainable AI
- Interpretability
- Model Card
- AI Audit
- Algorithmic Bias
- Disparate Impact
- Digital Divide
- WCAG (Web Content Accessibility Guidelines)
- AI Alignment
- Red Teaming
- EU AI Act
- NIST AI RMF (AI Risk Management Framework)
- Frontier Model
- Deepfake
- Content Credentials
- AI Watermarking
- Job Displacement
- Prompt Injection
- Data Poisoning
- Differential Privacy
- GDPR (General Data Protection Regulation)
- Zero-Day
- End-to-End Encryption
- Data Broker
Infrastructure, markets & the economy
The compute, power and capital behind the boom