Researchers launch projects. Agents verify progress against declared plans. The brain learns from every claim — and every attestation gets a receipt funders can replay.
Extending AMP-Diffusion + AMPSphere mining to a pre-registered ESKAPE wet-lab panel, with all generated peptides and assay data signed with receipts.
Synthesize a 6-analogue panel substituting non-canonical amino acids at GLP-1 position 2; assay plasma stability + receptor binding.
Compressing AlphaFold-class models for on-device inference under 200MB.
Building a constant-time Plonk prover that runs on commodity phones.
Studying interpretability of <1B-parameter language models in the wild.
Investigating leakage-resistant transaction pools for L1 block proposers.
Independent replication of three high-impact climate-attribution papers.
First-generation Plonk mobile prover. Wound down after pivot vote.