New AI systems AlphaProof and AlphaGeometry 2 almost win gold in global maths contest, tackling challenging questions. Google DeepMind's breakthrough brings AI closer to beating top human mathematicians.
Predicting the future is challenging, but time series analysis can help make accurate forecasts. Learn the key concepts and methods using Python with statsmodels.
Machine-learning models can improve fairness by introducing randomization, preventing systemic injustices in resource allocation. Researchers from MIT and Northeastern University present a framework for introducing randomization without sacrificing efficiency or accuracy.
Ireland's datacentres consumed more electricity than urban homes in 2022, raising concerns about climate targets. The country's datacentres used 21% of its electricity, a 20% increase from the previous year, per the Central Statistics Office.
Runway's Gen-3 Alpha text-to-video synthesis model creates HD clips from prompts. It excels at mixing concepts but struggles with generalization beyond training data.
Llama 3.1's multilingual LLMs, available on Amazon SageMaker JumpStart, offer optimized generative AI models for developers and businesses. SageMaker JumpStart provides access to pre-trained foundation models, allowing for customization and secure deployment in a dedicated VPC environment.
Elon Musk launches "world's most powerful AI training cluster" in Memphis with xAI, X, and Nvidia collaboration. Skeptics question Musk's claims amidst past issues with xAI's Grok chatbot.
Large Language Models (LLMs) are too big for consumer hardware, requiring GPUs with large VRAM. Quantization is a key technique to make LLMs smaller, improving efficiency and reducing memory usage.
AI advancements are both thrilling and alarming. Screenwriter tests AI for screenplay, AI suggests improvements. Novel outdated in AI era.
LightGBM used for anomaly detection in Autoencoder class. Models predict values based on other columns to identify anomalies.
Team NVIDIA emerged victorious at the Amazon KDD Cup 2024, showcasing their expertise in generative AI across multiple challenging categories, including text generation and name entity recognition. Their innovative approach, using the Qwen2-72B LLM and QLoRA technique, outperformed competitors by fine-tuning models on eight NVIDIA A100 Tensor Core GPUs, demonstrating their ability to handle rea...
Real-time water quality monitors with AI help assess immediate risk of illness from bacteria in southern England's swimming spots. Wessex Water's sensors accurately predict high bacteria levels 87% of the time at pilot study site Warleigh Weir.
MIT engineers have identified new materials for fast proton conduction, essential for clean energy technologies like fuel cells. Current high-temperature inorganic materials may be replaced by lower-temperature alternatives for more efficient and durable applications.
Russia-based hackers targeted a heating utility in Lviv, Ukraine, switching off heat to hundreds of buildings in the midst of winter. Industrial cybersecurity firm Dragos discovered the malware used to directly sabotage the heating infrastructure, leaving civilians in sub-zero temperatures for 48 hours.
Samsung's Z Flip 6 debuts with enhanced battery, camera, screen, and AI features, making it a compact clamshell powerhouse for 2024. The sleek folding phone boasts a faster chip, longer battery life, and top-tier specs, including a 6.7in FHD+ 120Hz AMOLED display and Qualcomm Snapdragon 8 Gen 3 processor.