When Smaller is Smarter: How Precision-Tuned AI Cracks Protein Mysteries
3 Apr 2025
Small models, big wins! Precision-tuned AI outsmarts the giants in protein modeling, proving that size isn’t everything in biomedical breakthroughs.
Cracking the Code of Protein Function: The Power of Precision-Tuned Language Models
3 Apr 2025
Fine-tuned smaller language models excel in protein modeling tasks, offering higher accuracy, relevance, and interpretability compared to larger models.
Why Smaller AI Models Are the Future of Domain-Specific NLP
3 Apr 2025
Smaller, fine-tuned language models outperform larger ones in biomedical information retrieval, excelling in accuracy, relevance, and interpretability.
Understanding Knowledge Collapse and Its Relation to Historical and Current Knowledge
18 Feb 2025
Explore how AI, technology, and epistemic horizons contribute to knowledge collapse, affecting our access to historical and current knowledge.
How AI Is Narrowing Our View of the World
17 Feb 2025
Generative AI can reduce the diversity of knowledge, leading to knowledge collapse.
The Danger of AI-Generated Information
17 Feb 2025
AI can reduce the cost of accessing information, but over-reliance on AI-generated content leads to knowledge collapse.
How AI Might Be Recycling—and Shrinking—Knowledge
17 Feb 2025
Knowledge collapse occurs when information narrows over time, reducing diversity in thought and discovery.
Your AI Has a Favorite Opinion—And It’s Not Yours
17 Feb 2025
Large language models inherit biases from training data, struggle with long-tail knowledge, and favor mainstream viewpoints.
When AI Rewrites the Internet, What Do We Lose?
17 Feb 2025
AI-generated content affects knowledge distribution by influencing information cascades, network effects, and model collapse, leading to potential biases & more