Washington, DC

Research for consequential machine action.

RISU studies what must remain true as machine-readable meaning crosses evidence, interfaces, and action boundaries. The work turns those distinctions into bounded definitions, executable checks, and inspectable public records.

Lincoln Memorial, Arlington Memorial Bridge, and Washington Monument at dusk in Washington, DC Washington, DC

Research news

Research across the 2026 conference calendar.

Recent work spans agent security, software supply chains, public-sector AI, and access to AI infrastructure.

Boston skyline at duskOpen official conference program

International Conference on the Social Impact of AI 2026

Corrective Action in Medicaid Appeals: Legal Authority and Source Retrieval

Traces the governing regulations and contract versions in Medicaid appeals to identify legally supported corrective actions.

Full paper accepted 14 November · P2C remote · 09:00–11:20 EST (session) Official program (draft)
Baltimore Inner Harbor waterfrontOpen conference website

Security Standardisation Research Conference 2026

When One Tool Means Many Actions: A Conformance Criterion for Policy-Preserving Agent Interfaces

Develops a criterion for determining whether agent-facing interfaces preserve the safeguards of the operations they represent.

Research paper accepted 13–15 December · Baltimore Accepted papers
Downtown Phoenix skyline in ArizonaOpen workshop website

TRUSTMORE 2026 · IEEE BigData Workshop

What Must a Web-Agent Log Remember? Candidate Omission, Evidence Collision, and Selective Retention

Investigates which candidate actions, conflicting evidence, and retention choices an agent log must preserve for reliable later review.

Lightning talk selected December 2026 · Phoenix Workshop website
Universidad UTE Occidental campus in Quito, EcuadorOpen conference website

INCISCOS V 2026

Runtime Reachability of Security Repairs in PyPI

Measures whether published Python security fixes remain reachable on existing runtimes, using historical PyPI advisories and release metadata.

Peer-reviewed full paper accepted 18–19 November · Quito Conference website

Image credits: UTE campus, Elqueeditayredacta (CC BY-SA 4.0; cropped to fit) · Phoenix skyline, J550112 (CC0).

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RISU Verify

Executable checks for consequence preservation across agent-facing tools, with inspectable evidence and browser-verifiable handoff records.

Evaluate
Declared source consequences and projected behavior
Record
Evidence and verification artifacts
Inspect
Browser-consumable assurance records