Maturity over hype set the tone: OpenAI expanded GPT-Rosalind for bench scientists while Anthropic detailed concrete containment patterns for Claude. Cloudflare pushed pragmatic BGP hygiene, and dev tooling kept shipping with Next.js and Claude Code updates. Hugging Face’s DPO recipes and a $1,500 red-team test grounded capability claims against real constraints.