Amazon SageMaker JumpStart offers pre-trained models and algorithms for quick ML model training and deployment, including text classification with Hugging Face. Transfer learning allows fine-tuning of pre-trained models on custom datasets for efficient training even with limited data.
MARSOC tests Ghost Robotics' Q-UGVs for recon, arms from Onyx Industries. Armed with Onyx's SENTRY RWS, robots can detect targets globally.
AI chatbots like ChatGPT, LLaMA, Bard, and Claude are impressing users with their advanced natural language abilities. A study shows AI can outperform humans in generating convincing moral arguments.
Amazon SageMaker and Amazon DataZone have integrated to streamline ML governance, collaboration, and data management for businesses. The new capabilities include project management, infrastructure management, and asset governance to simplify the ML lifecycle.
Large Language Models (LLMs) like ChatGPT impress in generic topics but struggle in specialist domains like finance due to lack of real understanding. Artificial Intelligence (AI) is often Artificial Imitation of Intelligence (AII) in complex fields, leading to potential harm and financial losses.
Critical vulnerabilities in F5's BIG-IP Next Central Manager expose top networks to intrusion. Hackers target appliances used by Fortune 50 companies for load balancing and encryption.
Elon Musk's lawsuit against OpenAI and Sam Altman sees judge removed due to challenge under California law allowing removal of biased judges. California Code of Civil Procedure 170.6 grants plaintiffs and defendants one peremptory challenge to ensure an impartial trial.
LLMs enable state-of-the-art results with minimal data. Amazon SageMaker JumpStart simplifies fine-tuning and deploying models for NLP tasks.
Discover the power of predicting the future with Time Series Analysis and Forecasting. Learn how to analyze data trends and make accurate predictions using Python and statsmodels.
Virtual business meetings are here to stay, with 41% expected to be hybrid or virtual by 2024. Automate meeting summaries with AI for efficient focus and productivity.
Graph Maker is a Python library using Llama3 and Mixtral to build Knowledge Graphs from text. The library addresses challenges and has been well-received, with connections to MIT research.
Businesses are investing in ML to deliver value, facing challenges in maintaining performance. MLOps applies DevOps principles to ML systems for collaboration, automation, and continuous improvement.
ML Model Registry: A centralized hub for ML teams to store, catalog, and deploy models, enabling efficient collaboration and seamless model management. Weights & Biases Model Registry streamlines model development, testing, deployment, and monitoring for enhanced productivity in ML activities.
Meta is exploring Federated Learning with Differential Privacy to enhance user privacy by training ML models on mobile devices, adding noise to prevent data memorization. Challenges include label balancing and slower training, but Meta's new system architecture aims to address these issues, allowing for scalable and efficient model training across millions of devices while maintaining user priv...
Microsoft unveils GPT-4-based AI for US intelligence agencies, allowing secure analysis and chatbot interactions. The AI model addresses data security concerns, but officials must beware of potential misuse due to AI limitations.