LightGBM, a powerful tree-based system, offers binary and multi-class classification, regression, and ranking. Python's user-friendly API makes it easy to install and use LightGBM for model evaluation, despite the challenge of managing numerous parameters.
24-year-old Remy Ra St. Felix led a violent gang targeting cryptocurrency savings, committing armed robberies, assaults, and even a kidnapping. Despite only stealing $150,000 in crypto, the gang inflicted harm on 11 victims across four US states, highlighting the dangers of physical crypto theft.
Companies can boost revenue growth by over 300% with Predictive Lead Scoring over traditional methods. Machine Learning prioritization is key for effective lead management and higher conversion rates.
Melissa Choi named next director of MIT Lincoln Lab, succeeding Eric Evans after 18 years. Choi's appointment marks a new chapter in the Lab's history, emphasizing excellence in national security and impactful partnerships with MIT.
AI/ML technologies can automate derivative trade settlement processes, improving efficiency and reducing errors in capital market operations. AWS AI services, including Amazon Textract and Serverless technologies, offer a scalable solution for intelligent document processing in the post-trade lifecycle.
AI griefbots are imitating the dead, offering a virtual connection to lost loved ones. Documentary explores digital afterlife industry's impact on the grieving process.
Ansys utilizes NVIDIA technology to tackle complex challenges in 3D-IC design at the Design Automation Conference. Using NVIDIA Omniverse and Modulus, Ansys engineers can optimize chip performance and reliability with AI-based surrogate models for faster simulations.
ChatGPT powers autonomous driving research at Wayve using LangProp framework for code optimization without fine-tuning neural networks. LangProp presented at ICLR workshop showcases LLM's potential to enhance driving through code generation and improvement.
Centre for Long-Term Resilience urges UK government to track AI incidents to prevent risks. CLTR recommends central hub for logging AI-related episodes nationwide.
Large language models (LLMs) enable human-like conversations but can also spread misinformation and harmful content. Guardrails are crucial for mitigating risks in LLM applications, ensuring safe and desirable outputs.
Dimensionality reduction using PCA & neural autoencoder in C#. Autoencoder reduces mixed data, PCA only numeric. Autoencoder useful for data visualization, ML, data cleaning, anomaly detection.
Researchers from UC Santa Cruz, UC Davis, LuxiTech, and Soochow University have developed an AI language model without matrix multiplication, potentially reducing environmental impact and operational costs of AI systems. Nvidia's dominance in data center GPUs, used in AI systems like ChatGPT and Google Gemini, may be challenged by this new approach using custom-programmed FPGA chips.
Anthropic's latest AI model, Claude LLM, outperforms competitors like OpenAI in coding and text-based reasoning, with improved nuance and humor understanding. External experts have evaluated the safety mechanisms in Claude 3.5 Sonnet, highlighting a commitment to safety and transparency in AI development.
Chinese-funded GeoGPT chatbot raises concerns among geologists for potential censorship and bias, developed with IUGS support. Aimed at global south researchers, it leverages vast data to enhance understanding of earth sciences.
Record companies sue AI song generators Suno and Udio for copyright infringement, seeking $150,000 per work. Lawsuits filed by major labels like Sony, Universal, and Warner Records over exploitation of artists' music.