Most members of Stanford’s class of 2026 are smart, ambitious, and poised for remarkable careers. Theo Baker already has one. In his first semester of college, Baker broke the story that forced Stanford president Marc Tessier-Lavigne to resign — work that earned him a George Polk Award, one of journalism’s highest honors. Warner Brothers and…

TOOLS = { “calc”: lambda expression: _safe_calc(expression), “kb_search”: lambda query, k=3: _kb_search(query, int(k)), “extract_json”: lambda text: _extract_json(text), “write_file”: lambda path, content: _write_file(path, content), } TOOL_SCHEMAS = [ {“type”: “function”,”function”:{“name”:”calc”,”description”:”Safely compute a numeric expression.”,”parameters”:{“type”:”object”,”properties”:{“expression”:{“type”:”string”}},”required”:[“expression”]}}}, {“type”: “function”,”function”:{“name”:”kb_search”,”description”:”Search internal mini knowledge base.”,”parameters”:{“type”:”object”,”properties”:{“query”:{“type”:”string”},”k”:{“type”:”integer”,”default”:3}},”required”:[“query”]}}}, {“type”: “function”,”function”:{“name”:”extract_json”,”description”:”Extract and parse first JSON object from text.”,”parameters”:{“type”:”object”,”properties”:{“text”:{“type”:”string”}},”required”:[“text”]}}}, {“type”: “function”,”function”:{“name”:”write_file”,”description”:”Write content to a file path.”,”parameters”:{“type”:”object”,”properties”:{“path”:{“type”:”string”},”content”:{“type”:”string”}},”required”:[“path”,”content”]}}},…