Side-by-side comparison of AI visibility scores, market position, and capabilities
Non-hallucinogenic psychedelic drug developer using AI to design therapeutics without dissociation; $25.5M raised backed by OpenAI/Neuralink founders with FDA Phase I approval for MSD-001 in 2024.
Mindstate Design Labs is a Los Angeles-based clinical-stage biotech developing non-hallucinogenic psychedelic therapeutics — using computational neuroscience and machine learning to engineer psychedelic-inspired molecules that activate the neural mechanisms associated with therapeutic benefit (neuroplasticity, serotonin receptor modulation) while minimizing or eliminating the dissociative hallucinogenic effects that limit psychedelic therapy to clinical settings. A Y Combinator W21 graduate, Mindstate raised $25.5 million total, achieved $1.3 million in revenue in 2024 with a 19-person team, and received FDA and EMA approval for Phase I human trials of lead program MSD-001 in 2024, backed by founders of OpenAI, Neuralink, Coinbase, and Initialized Capital.
AI chemical reaction optimization with 95% accuracy for drug discovery synthesis parameters; $4.5M from Khosla Ventures and YC competing to automate pharmaceutical process chemistry development.
Yoneda Labs is a San Francisco-based AI company applying foundation models to automate chemical reaction optimization for drug discovery and pharmaceutical process development — providing chemists with AI systems that determine optimal reaction parameters (temperature, solvent, catalyst, concentration) for new chemical synthesis routes, achieving 95% accuracy in suggesting effective conditions for small-scale trials. Founded in 2023 and backed by Khosla Ventures, 468 Capital, 500 Global, and Y Combinator with $4.5 million raised including a $4 million seed round in April 2024, Yoneda Labs brings mathematical category theory foundations (the name references Yoneda's lemma in category theory) to chemistry AI.
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