Be sure to check out the previous articles in this series: • <a href="https://machinelearningmastery.
Category: AI
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Understanding RAG Part X: RAG Pipelines in Production
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Defending against Prompt Injection with Structured Queries (StruQ) and Preference Optimization (SecAlign)
Recent advances in Large Language Models (LLMs) enable exciting LLM-integrated applications. However, as LLMs have improved, so have the attacks against them. Prompt injection attack is listed as the #1 threat by OWASP to…
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New method efficiently safeguards sensitive AI training data | MIT News
Data privacy comes with a cost. There are security techniques that protect sensitive user data, like customer addresses, from attackers who may attempt to extract them from AI models — but they often make those models…
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Understanding RAG Part IX: Fine-Tuning LLMs for RAG
Be sure to check out the previous articles in this series: • <a href="https://machinelearningmastery.
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How to Perform Scikit-learn Hyperparameter Optimization with Optuna
Optuna is a machine learning framework specifically designed for automating hyperparameter optimization , that is, finding an externally fixed setting of machine learning model hyperparameters that optimizes the model’s performance.
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Repurposing Protein Folding Models for Generation with Latent Diffusion – The Berkeley Artificial Intelligence Research Blog
PLAID is a multimodal generative model that simultaneously generates protein 1D sequence and 3D structure, by learning the latent space of protein folding models.The awarding of the 2024 Nobel Prize to AlphaFold2 marks an…
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New method assesses and improves the reliability of radiologists’ diagnostic reports | MIT News
Due to the inherent ambiguity in medical images like X-rays, radiologists often use words like “may” or “likely” when describing the presence of a certain pathology, such as pneumonia.
But do the words radiologists…
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Taking the “training wheels” off clean energy | MIT News
Renewable power sources have seen unprecedented levels of investment in recent years. But with political uncertainty clouding the future of subsidies for green energy, these technologies must begin to compete with fossil…
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Vana is letting users own a piece of the AI models trained on their data | MIT News
In February 2024, Reddit struck a $60 million deal with Google to let the search giant use data on the platform to train its artificial intelligence models. Notably absent from the discussions were Reddit users, whose…
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Researchers teach LLMs to solve complex planning challenges | MIT News
Imagine a coffee company trying to optimize its supply chain. The company sources beans from three suppliers, roasts them at two facilities into either dark or light coffee, and then ships the roasted coffee to three…
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