Research infrastructure for artificial intelligence

Research, with its evidence attached.

A credentialed archive where every AI research claim remains connected to its supporting evidence, contradictions, methods, and provenance.

MVP NETWORK · SANDBOX INDEX
18mapped claims
41evidence links
3access states
⌘ K

Evidence before visibility. Every submission enters identity, citation, claim, and provenance screening before it can become an archive record.

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DISCOVERY INDEX / DEMONSTRATION DATA

Evidence-mapped AI research

3 of 3 records

01
AIREA-DEMO-0261Agent systemsAugust 2026

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.

SupportedCredential L3 Open#evaluation#model drift
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02
AIREA-DEMO-0262AI governanceAugust 2026

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.

ContestedCredential L2 Basic public#provenance#RAG
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03
AIREA-DEMO-0263Multimodal AIAugust 2026

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.

InconclusiveCredential L3 Verified researchers#multimodal#compression
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ACCESS / 01—04

Open to read. Rigorous by design.

Public visitors see exactly what an author releases as basic access. Full records, submission tools, and review privileges require verified research identity.

Verify your research identity
00

Public browser

Author-approved abstracts, metadata, and basic evidence status.

01

Identity verified

Academic email or linked scholarly identity establishes full reader access.

02

Contributor verified

Affiliation and authorship evidence unlock research submission.

03

Review authority

Stacked credentials and domain review establish reviewer privileges.

THE AIREA PRINCIPLE

No black-box truth score.

AIREA does not tell the scientific community what to believe. It shows what evidence was located, what it supports, what challenges it, what could not be accessed, and where uncertainty remains.

Examine the evidence standard