What’s Federated Learning and why is it needed?

Federated Learning (FL) is a machine-learning setting that can let different entities cooperate to create a powerful shared model without having to share their private data. Let’s look at an example of a federated learning system and why would you build one: Let’s you are a lovely company/bank/hospital, and you got some amount of data […]

New ChatGPT Prompt Engineering Technique: Program Simulation

The world of prompt engineering is fascinating on various levels and there’s no shortage of clever ways to nudge agents like ChatGPT into generating specific kinds of responses. Techniques like Chain-of-Thought (CoT), Instruction-Based, N-shot, Few-shot, and even tricks like Flattery/Role Assignment are the inspiration behind libraries full of prompts aiming to meet every need. In […]

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