James Le Houx

Bone science spans biology, mechanics, materials and clinical medicine, and general models answer fluently without pointing to evidence or keeping an expert's correction. BoneGraph embeds 7,449 full-text documents into 248,629 passage vectors and pairs them with a bone knowledge graph of 1,597 concepts and 1,699 causal relations, exposed as five tabs for search, chat, self-correcting reasoning, imaging and image mechanics. On 50 multiple-choice questions the same model answered 21 without retrieval and 39 when the answer-bearing passage was supplied, while keyword retrieval reached only 26 and did not separate from no retrieval.

Bone science spans biology, mechanics, materials and clinical medicine, and general models answer fluently without pointing to evidence or keeping an expert's correction. BoneGraph embeds 7,449 full-text documents into 248,629 passage vectors and pairs them with a bone knowledge graph of 1,597 concepts and 1,699 causal relations, exposed as five tabs for search, chat, self-correcting reasoning, imaging and image mechanics. On 50 multiple-choice questions the same model answered 21 without retrieval and 39 when the answer-bearing passage was supplied, while keyword retrieval reached only 26 and did not separate from no retrieval.