
ALT Hand-drawn org charts of six AI companies. OpenAI: a dollar sign above a classic top-down hierarchy. Anthropic: teams in locked boxes, with a separate locked safety team watching the top. Google DeepMind: a tangled network of nodes shouting "BENCHMARK!". Meta: separate trees for VR, Instagram, Facebook and WhatsApp with users below. xAI: one man in sunglasses on top of a single chain, with everyone else on one flat line underneath. Microsoft: divisions pointing guns at each other.

ALT Terminal screenshot of an AI review comparing two specs for an "error hints" feature. It says Spec 1 is the better foundation for implementation, while Spec 2 is shorter and cheaper to implement but leaves more room for misleading advice. A table compares them on scope justification, regional failures, error matching, diagnostic confidence, established outages, UI completeness and implementation cost. Below it, four numbered points to tighten in Spec 1, and a recommendation to keep Spec 1 and resolve those ambiguities.

ALT Anthropic's benchmark table "Evaluating Claude Fable 5.2 and Mythos 5.2", comparing Fable 5.2 with Fable 5.1, Opus 5.5, GPT-6 Astra and Gemini 4 Carbon. Fable 5.2 leads most rows, including FrontierCode 2.0 (49.1%), FrontierSWE v2 (69.9% vs 62.3% for Opus 5.5), OSWorld 2.1 (89.3%), Remote Labor Index (41.3% vs 17.9% for Fable 5.1) and Humanity's Last Exam with tools (74.2%). Gemini 4 Carbon leads AutomationBench (53.9%) and Opus 5.5 has the top knowledge-work Elo (1800).








