NeurIPS 2024 Challenge 2nd prize winner presents a unique approach to effective LLM unlearning without retaining dataset, using reinforcement learning and classifier-free guidance. The competition focused on forcing LLM to generate personal data and protecting it; solution involved supervised finetuning, reinforcement learning, and CFG.
UK government proposes opt-out scheme for creatives against AI use by Google, OpenAI. Book publishers and campaigners criticize untested copyright exemption.
MIT scientists release Boltz-1, an open-source AI model rivaling AlphaFold3 for predicting protein structures. Boltz-1 aims to accelerate drug development and foster global collaboration in biomolecular modeling.
Amazon Bedrock Data Automation simplifies data extraction from unstructured assets, offering a unified experience for developers to automate insights from documents, images, audio, and videos. Customers can easily generate standard or custom outputs, integrating Amazon Bedrock Data Automation into existing applications for efficient media analysis and intelligent document processing workflows.
AI's tone-shifting tech is feared to flatten communication, sparking a backlash. A ball of rubber bands may be the perfect gift for men this Christmas, as simplicity reigns over bulky items.
AI tool by Amazon for UK Ministry of Defence recruitment poses public identification risk. AI systems like GPT-4o and chatbots offer benefits but also raise concerns about data security and human reliance.
Machine learning random forest regression predicts values using decision trees. C# demo shows synthetic data prediction accuracy of 0.9250 for training and 0.7250 for test.
The digital world offers mental health support via Reddit, with AI chatbots like GPT-4 providing empathetic responses. Research explores equity and quality of AI-based mental health support, highlighting risks and challenges.
2024 saw advancements in AI copilots and search tools, but reasoning models lag behind due to model accuracy issues. Data teams prioritize process over tooling as they aim to operationalize new technology for value delivery in the age of unstructured data.
MIT senior Lara Ozkan named 2025 Marshall Scholar, pursuing graduate studies in the U.K. in biological science and AI. Ozkan's achievements in computational biology research and AI ethics highlighted, advancing women's health through innovation.
Organizations leverage Amazon Bedrock Knowledge Bases to personalize customer experiences using Retrieval Augmented Generation (RAG) for specialized generative AI responses. ISVs face challenges in multi-tenancy design, such as data isolation and variability, when implementing RAG systems for personalized SaaS offerings.
Amazon SageMaker HyperPod supports large-scale ML operations, allowing multiple users to work concurrently on training models. The post explores load balancing solutions for login nodes in Slurm-based HyperPod clusters, enhancing performance and resource utilization.
The scikit DecisionTreeRegressor module uses averages of adjacent X values as split thresholds, not the raw values. This crucial detail is missing from the documentation, leading to unexpected results in decision tree regression.
Text analytics reveals the power of deep-learning embeddings in transforming language. By tracing fingerprints of procedural repetition, software can practically write itself, offering companies enormous gains.
Over half of students use generative AI, sparking campus controversies. A student faces accusations of AI use in a shocking turn of events.