m625 is not a clinical decision tool · not a publisher · not an expert authority · not a simulator. It is a cross-domain Roll-formalized evidence atlas with public audit + attack surface.

evidence.x1000.ai · RollEvidence Atlas

A cross-domain Roll evidence atlas. We turn dynamics-of-disease evidence across cancer · neurology · longevity · autism · neurodegeneration · CKD · rare diseases into something clinicians, advocates, researchers, investors, and skeptics can see, challenge, and cite.

Layer 1 · What the evidence looks like

Reading layerPersonaDomainTierGrade
i_demo_003 · VC × cancer · in-vivo CAR-T cross-domain transferability (Roll-formalized)VCcancertier 1grade A
i_demo_009 · VC × longevity · m516 LongProof intake-round evidence pattern (Roll-formalized)VClongevitytier 2grade A
i_demo_001 · clinician × cancer · EGFR-NSCLC TKI dynamics (Roll-formalized)cliniciancancertier 1grade A
i_demo_012 · clinician × neurodegen · cross-period trajectory Roll-formalizedclinicianneurodegentier 2grade A
i_demo_014 · clinician × neuro · chronic-pain Roll-formalized clinical-reading layerclinicianneurotier 1grade A
i_demo_002 · patient advocate × neuro · chronic-pain attractor pattern (Roll-formalized)patient advocateneurotier 1grade A
i_demo_013 · patient advocate × CKD · trajectory Roll-formalizedpatient advocateckdtier 2grade A
i_demo_016 · patient advocate × cancer · how to read evidence-language without the marketingpatient advocatecancertier 1grade A
i_demo_002 (plain-language variant) · for chronic-pain advocates and community readerspatient advocateneurotier 1grade A
i_demo_008 · regulator × rare · audit framework cross-mapping (informational, not prescriptive)regulatorraretier 1grade A
i_demo_017 · regulator × cancer · m612 Harvard 2026-05-12 dossier · audit-trail framingregulatorcancertier 1grade A
i_demo_006 · researcher × rare · cross-condition V_functional pattern (Roll-formalized)researcherraretier 1grade A
i_demo_011 · researcher × autism · cross-condition Roll-formalized object (m620 verification anchored)researcherautismtier 2grade A
i_demo_015 · researcher × cancer · m610 cooked-case re-audit invitationresearchercancertier 1grade A
i_demo_018 · researcher × neurodegen · cross-period K4.1 declaration disciplineresearcherneurodegentier 1grade A
i_demo_010 · skeptic × cross-cutting · how to break m625 (an open challenge)skepticcrosstier 1grade A

Layer 2 · What we will not claim

m625 publishes a 25-rule anti-drift manifesto. Some highlights:

Full manifesto: see README at the top of the repo.

Layer 3 · How to challenge

m625's value, if any, equals the value of its attack surface. Open inventory:

For the impatient

ReaderStart here
ClinicianDemo 001 · EGFR-NSCLC TKI dynamics
Patient advocateDemo 002 plain · chronic pain pattern · or the full reading layer
ResearcherDemo 006 · cross-condition V_functional
VCDemo 003 · in-vivo CAR-T cross-domain transferability
RegulatorDemo 008 · audit framework cross-mapping
SkepticDemo 010 · how to break m625