Add your first AI research workClaims · evidence · methods · version history
STARTAIREA · The AI Research Evidence Archive by Sierra Warren Developments
Build the verified record of your AI research.
Create a living researcher profile, publish evidence-linked work, receive claim-level feedback, and request a DOI when your record is ready.
Public discovery is open now.Founding profile enrollment opens in accountable stages.
AI RESEARCH EVIDENCE ARCHIVEPublic discoveryCredentialed publishingDOI-ready records
YOUR RESEARCH HOME / PROFILE PREVIEW
Give every contribution somewhere permanent to belong.
Your profile is not a biography page. It is the connected record of what you authored, what supports it, how peers responded, what changed, and where the work stands now.
Keep authorship connected to the recordTurn separate uploads into living workRespond at the evidence levelLet responsible participation compound
Start my founding profile YOUR NAME / YOUR FIELD
Your Research Identity
AI systems · evaluation · governance · your focus
IDENTITY PATHORCID OPTION.EDU OPTION
01identity connected
NEXTadd your first work
OPENinvite collaborators
PROFILE PATH01 / 04
Identity, registered works, evidence participation, and collaborator confirmation build the record.
RESEARCH RECORDCONNECTED STATE
Invite evidence-level feedbackSupport · challenge · qualify · extend
NEXTNO SCOPE TOKENS · FULL DEMONSTRATION INDEX
3 of 3 records in view Local filter state updated just now
Evidence before visibility. When contributions open, every submission must clear identity, citation, claim, and provenance screening before it can become an archive record.
Read the standardDISCOVERY INDEX / DEMONSTRATION DATA
Evidence-mapped AI research
3 of 3 records
01
Adaptive evaluation protocols for agentic model drift
This demonstration record models a longitudinal evaluation protocol for autonomous systems whose policies change after deployment. It shows how AIREA separates author claims, supporting evidence, contradictory evidence, and unresolved uncertainty without converting scientific disagreement into a single truth score.
92%coverage
18sources
02
Provenance-aware retrieval for high-stakes decision systems
A demonstration of claim-level provenance for retrieval-augmented systems. The record traces each generated assertion to its source, records source changes over time, and preserves contradictions instead of silently resolving them.
78%coverage
14sources
03
Latent compression effects in multimodal clinical models
This synthetic example demonstrates how incomplete evidence is displayed when performance changes cannot be separated from data quality, preprocessing, or latent compression choices.
61%coverage
9sources
WHAT AIREA CHANGES
Your work should remain yours, inspectable, and alive.
AIREA gives each AI researcher one place where identity, works, claims, evidence, peer responses, registrations, and corrections remain connected. The result is not another upload folder. It is a research record people can follow.
Own the record
Keep your name, credentials, methods, versions, and future corrections connected to the work you created.
Expose the evidence
Let readers move from a conclusion to its supporting sources, limitations, and counter-evidence without losing context.
Preserve what changed
Give every version and response a visible place so an outdated conclusion cannot quietly replace the living record.
THE RESEARCH LOOP
One profile. Every work. The full evidence history.
AIREA does not hand down a truth score. It shows who made the claim, what supports it, what challenges it, and how the record changed.
01
Establish the researcher
Connect eligible academic or scholarly credentials to an identity that remains separate from browsing activity.
02
Publish connected work
Add methods, claims, evidence, versions, and registration metadata to one attributable research record.
03
Invite evidence response
Let qualified peers support, challenge, qualify, or extend a specific claim without erasing disagreement.
04
Carry the history forward
Preserve corrections and responsible participation so the profile grows with the researcher—not around them.
WHO AIREA IS FORDifferent roles.
Different roles.
One inspectable record.
RESEARCHERS
Build a record that grows with you.
Keep authorship, methods, evidence, limitations, and every responsible revision in one place.
REVIEWERS
Make criticism part of the record.
Attach support or counter-evidence to the exact claim it addresses and preserve the reasoning.
INSTITUTIONS
Evaluate the path—not the headline.
Inspect identity, provenance, evidence coverage, changes, and review authority before relying on a conclusion.
THE PUBLIC
See what the claim rests on.
Read what authors release publicly and see where support, contradiction, and uncertainty begin.
WHO CAN READ / WHO CAN WRITE
Anyone can read. Only verified authority can write.
An AIREA account establishes profile ownership. An eligible .edu address or ORCID can establish research credential evidence. Contributor and reviewer authority are granted separately, so logging in can never masquerade as expertise.
Create my profilePublic browser
No account. Author-released abstracts, metadata, and basic evidence state.
Verified reader
An attributable account plus eligible academic email or scholarly identity.
Contributor
Verified identity plus affiliation or authorship evidence before submission rights.
Review authority
Stacked credentials, relevant expertise, human approval, and periodic renewal.
FOUNDING RESEARCHER INVITATION
The archive starts with researchers who care how the record is built.
Public discovery and founding profiles are open now. Research publishing remains fail-closed until provider signing, credential review, and contributor authorization are verified together—not assumed from a login.
No anonymous research writes No hidden contradictions No black-box truth score