Frontier providers
The message/role/tool-call shape is now near-universal, so provider switching is cheap. Context limits, caching semantics, tool-call formats and refusal behaviour differ and are where the surprises are.
Layer 37 entities0 started
Entities
Section titled “Entities”anthropic-claude
Not started. Becomes a package with its own syllabus once it begins.
openai-gpt
Not started. Becomes a package with its own syllabus once it begins.
google-gemini
Not started. Becomes a package with its own syllabus once it begins.
llama
Not started. Becomes a package with its own syllabus once it begins.
mistral
Not started. Becomes a package with its own syllabus once it begins.
deepseek
Not started. Becomes a package with its own syllabus once it begins.
qwen
Not started. Becomes a package with its own syllabus once it begins.