Data science
fromDeveloper Tech News
3 months agoSolving the data crisis in generative AI: Tackling the LLM brain drain
The scarcity of training data poses a major challenge for the future development of AI models.
#synthetic-data
#synthetic-data
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#artificial-intelligence
Artificial intelligence
fromITPro
2 months agoWhat is synthetic data?
Synthetic data can address the data shortage crisis by providing artificial datasets that mimic real data.
Advancements in AI, particularly with large language models, are transforming how synthetic data is created.
Artificial intelligence
fromtowardsdatascience.com
3 months agoThe Next AI Revolution: A Tutorial Using VAEs to Generate High-Quality Synthetic Data
Synthetic data generation is vital for the future of AI training, particularly as the volume of real-world data approaches its limit.
#ai-ethics
London startup
fromTechzine Global
1 month agoAI without ethics will never truly serve humanity
Ethics in AI is crucial for creating technology that serves humanity responsibly.
Bias cannot be fully eliminated from datasets; understanding its nature is key.
Synthetic data has potential but also can introduce new biases if mismanaged.
Building trust in AI requires transparency and public education.
#ai
Artificial intelligence
fromZDNET
2 months agoWill synthetic data derail generative AI's momentum or be the breakthrough we need?
Synthetic data is crucial for AI development by enabling simulations where real data is costly or poses privacy risks.
Artificial intelligence
fromInfoQ
2 months agoWill instruclab.ai's Synthetic Data Based LLM Fine Tuning Make the Process More Accessible?
InstructLab.ai improves LLM fine-tuning using synthetic data and taxonomies, simplifying the process and reducing reliance on human annotations.
Artificial intelligence
fromWIRED
2 months agoDatabricks Has a Trick That Lets AI Models Improve Themselves
Databricks has developed a method to enhance AI performance with minimal clean data using reinforcement learning and synthetic data.
fromCreativeApplications.Net
2 months agoHabsburg AI Portrait Studies
The project, Habsburg AI Portrait Studies, explores the amplification of aesthetic characteristics in generative portraits, revealing insights into synthetic image generation processes and their implications.
Online Community Development
fromHackernoon
1 year agoSynthetic Data, Hashing, Enterprise Data Leakage, and the Reality of Privacy Risks: What to Know | HackerNoon
Synthetic data, though useful for simulation and ML, doesn't provide anonymity. Generative AI poses privacy risks by reflecting real data patterns, risking re-identification.
Privacy professionals
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