…The team also develops AI-related public goods, such as public health datasets and evaluation benchmarks, and offers nonprofits and education institutions discounted access to Claude. We’re increasing our investment in…
…Analyze the latest benchmarks for Llama 3 vs. Mistral, create a comparison table and save it as LLM_Benchmark.md in a new folder called AI Research in my Downloads. By the…
…standards bodies, and governments can contribute. Benchmarks. There isn’t currently a rigorous, standardized way to compare agent systems on their resistance to prompt injections, or on how reliably they surface uncertainty…
…audio files, and refuses to speculate beyond those boundaries. When citations actually matter NotebookLM won't make things up Claude's web search is genuinely good. In April 2026 benchmarks, Claude Code…
…We’ve already applied NLAs to understand what Claude is thinking and to improve Claude’s safety and reliability. For instance: When Claude Opus 4.6 and Mythos Preview were undergoing safety…
…Only Sonnet 4.6 demonstrated a reliable level of domain fluency and design intuition to produce a wireframe worth building upon, making it the only model that represents a tangible return on…
…It plans more carefully, sustains agentic tasks for longer, can operate more reliably in larger codebases, and has better code review and debugging skills to catch its own mistakes. And, in a…
…The newest model from OpenAI, GPT 5.5, is strong and is neck-and-neck when compared to Anthropic’s Opus 4.7. So, it wasn’t a model benchmark experiment but…
…For starters, reliability, availability, and cost matter. The freedom to use the subscriptions you already pay for to their full extent matters. Unfortunately, on most of those axes, Claude Code is either…
…That these relationships are intuitive and consistent suggests the primitives capture relevant aspects of how people and businesses use Claude. External benchmarks reinforce this. In our productivity work , Claude’s time estimates…