PyTorch
is an open-source framework based on the library, primarily developed by (formerly ). It is widely utilized for applications such as and due to its support for , which allows for flexible network modifications during . The framework provides a high-level interface that leverages for intuitive debugging while utilizing for acceleration to perform efficient computations. Since its release, has become a dominant tool in academic research and industrial production, often integrated with ecosystems like for deploying and .
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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