Richard Socher
Founder & CEO, You.com | Former Chief Scientist, Salesforce | NLP Pioneer
Founder and CEO of You.com, the pioneering conversational AI search engine and multi-agent knowledge platform. Former Chief Scientist at Salesforce (after Salesforce acquired his AI startup MetaMind). Adjunct Professor at Stanford University. Creator of recursive neural networks for parsing and sentiment analysis, and pioneer in multimodal search, citation-backed web agents, and enterprise search APIs.
Areas of focus
Professional niches
Proof of Work
You.com Multimodal Conversational Search Engine & Real-Time Web RAG
Engineered one of the first production conversational search engines combining real-time web crawling, zero-click answer synthesis, source URL grounding citations, and interactive code execution in a single chat interface.
Real-time web retrieval latency introduces latency overhead compared to static in-memory parametric generation.
Context: Hybrid BM25 and dense neural retrieval pipeline integrated with frontier LLMs and live web indexing.
View missionRecursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
Introduced Recursive Neural Tensor Networks (RNTN) and the Stanford Sentiment Treebank, establishing how compositional semantic representations can be computed over grammatical parse trees to capture negation and complex sarcasm.
Tree-structured recursive models require syntactic parse trees as inputs, creating parsing error propagation bottlenecks.
Context: Recursive neural tensor networks evaluated on 11,855 parsed sentences from Rotten Tomatoes movie reviews.
View mission