Synthetic

Synthetic Data Generation with LLMs

Popularity of RAG Over the past two years while working with financial firms, I’ve observed firsthand how they discover and prioritize Generative AI use cases, balancing complexity with potential value. Retrieval-Augmented Generation (RAG) often stands out as...

“Deep chic is a ‘chat GPT’ copy evidence” … Open AI, synthetic data prevention notice

It was argued that Deep Chic used the 'V3' and 'R1' models through the use of the model of the open AI to create synthetic data, and within the 'Distillation' method. Open AI said...

Jointly learning rewards and policies: an iterative Inverse Reinforcement Learning framework with ranked synthetic trajectories

2.1 Apprenticeship Learning:A seminal method to learn from expert demonstrations is Apprenticeship learning, first introduced in . Unlike pure Inverse Reinforcement Learning, the target here is to each to search out the optimal reward...

Real Identities Can Be Recovered From Synthetic Datasets

If 2022 marked the moment when generative AI’s disruptive potential first captured wide public attention, 2024 has been the yr when questions on the legality of its underlying data have taken center stage for...

Full Guide on LLM Synthetic Data Generation

Large Language Models (LLMs) are powerful tools not only for generating human-like text, but in addition for creating high-quality synthetic data. This capability is changing how we approach AI development, particularly in scenarios where...

Deepfakes and Navigating the Latest Era of Synthetic Media

Remember “fake news“? The term has been used (and abused) so extensively at this point that it might be hard to recollect what it initially referred to. However the concept has a really specific...

Advanced Code Generation With LLMs — Constructing a Synthetic Data Generator

Applying the 6 steps of the INSPIRe framework to speed up your code generation (ChatGPT-4 — Claude 3 — Gemini)I’ve never written a Data Science project from start to complete. Yet anything you possibly...

Navigating the Challenges and Opportunities of Synthetic Voices

We recognize that generating speech that resembles people's voices has serious risks, that are especially top of mind in an election yr. We're engaging with U.S. and international partners from across government, media, entertainment,...

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