Prospect-1 is a transparent, safety-gated research pipeline: it selects a target from the genetics, designs candidate molecules, and screens them through ADMET, docking, and physics-based rescoring. Every result is a research hypothesis for a wet lab, never a validated drug.
One path, with two gates that cannot be skipped. Nothing leaves the pipeline without passing a biosecurity screen and a human sign-off.
A research hypothesis for a wet lab, never a validated drug and never a synthesis instruction. Prospect-1 flags its own compute limits instead of estimating missing values, and abstains rather than guess.
Target context, candidate generation, applicability-domain-gated affinity, public-domain ADMET liability signals, hazardous-motif screening, and required human review exist in the research codebase.
Only one commercial-clean target model currently clears the internal exposure gate. Targets without a defensible model abstain instead of receiving a score.
No candidate on this page is claimed to bind in an assay, work in a cell, be safe, or be a drug. Wet-lab confirmation and independent reproduction remain required.
A reviewable prototype output may contain a candidate representation, the target requested, whether the molecule lies inside a model's applicability domain, an in-silico affinity estimate when allowed, liability probabilities that cleared their own model gates, hazardous-motif flags, and an explicit abstention reason. It does not contain a claim of safety, efficacy, clinical relevance, or a step-by-step synthesis route.
When the compute or the data cannot support a value, Prospect-1 says so and abstains, rather than filling the gap with an estimate that looks confident and is not.
A non-overridable screen runs before anything advances, and Prospect-1 never emits synthesis routes for hazardous chemistry. Safety is a gate in the pipeline, not a setting.
Every candidate is a hypothesis handed to a qualified researcher for validation. No result is a recommendation, and nothing reaches a bench without a person deciding it should.
Prospect-1 runs locally in Lab Assistant for approved accounts. Describe your intended research use, target context, and who will perform any wet-lab review. This is not a request for clinical or treatment advice.