LLMs

MIT study: AI models in home surveillance inconsistently detect crime, recommend police calls, and show demographic biases in decision-making

Co-LLM allows general AI to collaborate with expert models, improving factual accuracy. It uses a "switch variable" to defer to specialists at word level, enhancing efficiency.

OpenAI's new 'o1' models excel in science, coding, and math. They achieved 83% success on IMO qualifying exams, up from GPT-4's 13%.

Claude Enterprise offers 500K token context, GitHub integration, and enhanced security. Early users report significant productivity gains across tasks.

Llama models near 350M downloads, with 20M in the past month. Usage doubled from May to July 2024, and major firms are integrating Llama-based AI.

Anthropic releases Artifacts for Claude.ai across all user tiers, enabling visualisation and iteration of AI-generated work like code diagrams and dashboards.